<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Hanane Zermane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">De l&amp;#39;intelligence artificielle vers la Machine Learning</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language><work-type><style face="normal" font="default" size="100%">Habilitation Universitaire</style></work-type></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rafik Mahdaoui</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Résolution des problèmes de Pronostic avec des techniques d&amp;#39;intelligence artificielle </style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mehannaoui, Raouf</style></author><author><style face="normal" font="default" size="100%">Mouss, Nadia-Kenza</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Study with Simulation of Range Free Localization Techniques in Wireless Sensors Networks</style></title><secondary-title><style face="normal" font="default" size="100%">International Conference on Advanced Electrical Engineering (ICAEE)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/9014694</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Algiers, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Wireless sensors networks are used in several fields of application, in most applications, knowing the location of the sensors nodes is necessary. According to the distribution of the calculations on sensors nodes, the localization techniques are classified into two techniques: centralized and decentralized (distributed). Distributed localization techniques can be classified into two categories: range free and range based. DV-HOP is a range free simple localization algorithm, but it has low localization accuracy, despite the improvements of the proposed DV-Hop algorithms. Maintaining a balance between a high location accuracy and good stability and simplicity is always a challenge. In this article, we have focused our study on the localization algorithm range free DV-HOP, the study is based on the accuracy error which is the most important factor in the localization. To better study the DV-HOP algorithm, we implemented DV-HOP using MATLAB. The purpose of this article is to present Range Free localization techniques and open up a perspective of proposing new localization techniques in wireless sensors networks.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benfriha, Abdennour -Ilyas</style></author><author><style face="normal" font="default" size="100%">Triqui-Sari, Lamia</style></author><author><style face="normal" font="default" size="100%">Bougloula, Aimade-Eddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Products exchange in a multi-level distribution network</style></title><secondary-title><style face="normal" font="default" size="100%">International Colloquium on Logistics and Supply Chain Management (LOGISTIQUA)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/document/8907258</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Montreuil - Paris, France</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	This study addresses the problem of inventory management in a multi-level retailers' network of the company Lit Mag that manufactures and distributes mattresses. Its distribution network constitutes a central warehouse and several distribution centers located in Algerian cities, and each center delivers vendors to the area and each vendor is connected to set of customers. The network studied is composed of several levels: the starting point is the warehouse, the first level of the distributors, the second level for sellers and the last level for customers. each retailer in the network handles its order locally and independently of other retailers. In this work, we propose a collaboration between the different actors of the same level, by the exchange of products between them, in order to satisfy the demand of a seller by the residual stock of another neighbor seller and this is applied to all stages of the network. The purpose of this study in to see the impact of product exchanges in the distribution networks and their influence on the total costs of the logistics chain from the central warehouse to the final customer
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani, Khaoula</style></author><author><style face="normal" font="default" size="100%">Benzouai, Messaoud</style></author><author><style face="normal" font="default" size="100%">Mouss, Mohamed-Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of maintenance under double constraints, security and availability: Case study</style></title><secondary-title><style face="normal" font="default" size="100%">The First International Conference on Materials, Environment, Mechanical and Industrial Systems (ICMEMIS 2019)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><pub-location><style face="normal" font="default" size="100%">Djelfa, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mohyiddine Soltani</style></author><author><style face="normal" font="default" size="100%">Aouag, Hichem</style></author><author><style face="normal" font="default" size="100%">Mouss, Mohamed-Djamel</style></author><author><style face="normal" font="default" size="100%">Maaref, Tarek</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Enhancement of the industrial performances through using Value Stream Mapping method: a case study in an Algerian company</style></title><secondary-title><style face="normal" font="default" size="100%"> International Symposium on Technology &amp; Sustainable Industry Development (ISTSID’2019)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><pub-location><style face="normal" font="default" size="100%">El Oued, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aouag, Hichem</style></author><author><style face="normal" font="default" size="100%">Soltani, Mohyiddin</style></author><author><style face="normal" font="default" size="100%">Mouss, Mohamed-Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Assessment and enhancement of the performance level of an Algerian company</style></title><secondary-title><style face="normal" font="default" size="100%">International Symposium on Technology &amp; Sustainable Industry Development (ISTSID’2019), 25-26/02</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.researchgate.net/publication/331473496_Assessment_and_enhancement_of_the_performance_level_of_an_Algerian_company</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">El Oued, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani Khaoula</style></author><author><style face="normal" font="default" size="100%">Benzouai, Messaoud</style></author><author><style face="normal" font="default" size="100%">Mouss, Mohamed-Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of maintenance under double constraints, security and availability: Case study</style></title><secondary-title><style face="normal" font="default" size="100%">The First International Conference on Materials, Environment, Mechanical and Industrial Systems. ICMEMIS 2019 </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><pub-location><style face="normal" font="default" size="100%">Djelfa, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haoues, Mohammed</style></author><author><style face="normal" font="default" size="100%">Dahane, Mohammed</style></author><author><style face="normal" font="default" size="100%">Mouss, Nadia-Kinza</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of single outsourcer&amp;ndash;single subcontractor outsourcing relationship under reliability and maintenance constraints</style></title><secondary-title><style face="normal" font="default" size="100%"> Journal of Industrial Engineering International</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://link.springer.com/article/10.1007/s40092-019-0307-9</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">15</style></volume><pages><style face="normal" font="default" size="100%">pages395–409</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	In this paper, we focus on outsourcing activities optimization problem in single period setting. In some situations, capacity planning or outsourcing is a one-time event and can be modeled as a single period problem. The aim of this research is to balance the trade-off between two echelons of a supply chain consisting of a single outsourcer and a single subcontractor. Each part is composed of a failure-prone single machine that produces one product type to satisfy market requirements. The outsourcer’s manufacturing system is not able to satisfy the demand; in this case, outsourcing is allowed to recover the lack of capacity. We consider that the subcontractor can satisfy the demands of strategic clients and rent his machine for the outsourcer under a win–win partnership contract. We assume that the hazard failure rate depends on time and the adopted manufacture rate. When unforeseen failures occur, minimal repairs are implemented. Overhaul can be performed to reduce the degradation effects. Hence, we develop a mathematical model to define a profitability interval so that both parties of supply chain can be considered as winners. We seek to determine the contract parameters that suit both parties (duration, start and end dates, the production and outsourcing rates). Then, we develop an exact algorithm to solve the problem of single period optimization, which offers a better execution time through a series of test problems. Finally, we consider a sensitivity analysis based on outsourcing parameters (cost, periodicities, etc) to analyze their effects on partial costs and individual profit of each part, as well as the total profit generated by the system.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haoues, Mohammed</style></author><author><style face="normal" font="default" size="100%">Dahane, Mohammed</style></author><author><style face="normal" font="default" size="100%">Mouss, Nadia-Kenza</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Outsourcing optimization in two-echelon supply chain network under integrated production-maintenance constraints</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Intelligent Manufacturing</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://link.springer.com/article/10.1007/s10845-016-1273-3</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">30</style></volume><pages><style face="normal" font="default" size="100%">701–725</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	In this paper, we study a two-echelon supply chain network consisting of multi-outsourcers and multi-subcontractors. Each one is composed of a failure-prone production unit that produces a single product to fulfil market demands with variable production rates. Sometimes the manufacturing systems are not able to satisfy demand; in this case, outsourcing option is adopted to improve the limited in-house production capacity. The outsourcing is not justified by the production lack of manufacturing systems, but is also considered for the costs minimization issues. In the considered problem, we assume that the failure rate is dependent on the time and production rate. Preventive maintenance activities can be conducted to mitigate the deterioration effects, and minimal repairs are performed when unplanned failures occurs. We consider that the production cost depends on the rate of the machine utilization. The aim of this research is to propose a joint policy based on a mixed integer programming formulation to balance the trade-off between two-echelon of supply chain. We seek to assist outsourcers to determine the integrated in-house/ outsourcing, and maintenance plans, and the subcontractors to determine the integrated production-maintenance plans so that the benefit of the supply chain is maximized over a finite planning horizon. We develop an improved optimization procedure based on the genetic algorithms, and we discuss and conduct computational experiments to study the managerial insights for the developed framework.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Ourlis, Lazhar</style></author><author><style face="normal" font="default" size="100%">Djamel Bellala</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">SIMD Implementation of the Aho-Corasick Algorithm using Intel AVX2</style></title><secondary-title><style face="normal" font="default" size="100%">Scalable Computing: Practice and Experience</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://scpe.org/index.php/scpe/article/view/1572</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">20</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	The Aho-Corasick (AC) algorithm is a multiple pattern exact string-matching algorithm proposed by Alfred V. Aho and Margaret J. Corasick. It is used to locate all occurrences of a finite set of patterns within an input text simultaneously. The AC algorithm is in the heart of many applications including digital forensics such as digital signatures demonstrating the authenticity of a digital message or document, full text search (utility programs such as grep, awk and sed of Unix systems), information retrieval (biological sequence analysis and gene identification), intrusion detection systems (IDS) in computer networks like SNORT, web filtering, spam filters, and antimalware solutions (virus scanner). In this paper we present a vectorized version of the AC algorithm designed with the use of packed instructions based on the Intel streaming SIMD (Single Instruction Multiple Data) extensions AVX2 (Advanced Vector Extensions 2.0) technology. This paper shows that the vectorized AC algorithm reduces significantly the time matching process comparing to the implementation of the original AC algorithm.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerrouki Hamza</style></author><author><style face="normal" font="default" size="100%">Smadi Hacene</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Reliability and safety analysis using fault tree and Bayesian networks</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Computer Aided Engineering and Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.inderscience.com/info/inarticle.php?artid=96720</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">11</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Fault tree analysis (FTA) is one of the most prominent techniques used in risk analysis, this method aimed to identify how component failures lead to system failure using logical gates (i.e. AND, OR gates). However, some limitations appear on FTA due to its static structure. Bayesian networks (BNs) have become a popular technique used in reliability analysis; it represents a set of random variables and their conditional dependencies. This paper discusses the advantages of Bayesian networks over fault tree in reliability and safety analysis. Also, it shows the ability of BN to update probabilities, to represent multi-state variables, dependent failures, and common cause failure. An example taken from the literature is used to illustrate the application and compare the results of both fault tree and bayesian networks techniques.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mohyiddine Soltani</style></author><author><style face="normal" font="default" size="100%">Aouag, Hichem</style></author><author><style face="normal" font="default" size="100%">Mouss, Mohamed-Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An integrated framework using VSM, AHP and TOPSIS for simplifying the sustainability improvement process in a complex manufacturing process</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Engineering, Design and Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.emerald.com/insight/content/doi/10.1108/JEDT-09-2018-0166/full/html</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">18</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;h3 style=&quot;text-align: justify;&quot;&gt;
	Purpose
&lt;/h3&gt;

&lt;section&gt;
	&lt;p style=&quot;text-align: justify;&quot;&gt;
		The purpose of this paper is to propose an integrated approach for assessing the sustainability of production and simplifying the improvement tasks in complex manufacturing processes.
	&lt;/p&gt;
&lt;/section&gt;

&lt;h3 style=&quot;text-align: justify;&quot;&gt;
	Design/methodology/approach
&lt;/h3&gt;

&lt;section&gt;
	&lt;p style=&quot;text-align: justify;&quot;&gt;
		The proposed approach has been investigated the integration of value stream mapping (VSM), analytic hierarchy process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS). VSM is used as a basic structure for assessing and improving the sustainability of the manufacturing process. AHP is used for weighting the sustainability indicators and TOPSIS for prioritizing the operations of a manufacturing process regarding the improvement side.
	&lt;/p&gt;
&lt;/section&gt;

&lt;h3 style=&quot;text-align: justify;&quot;&gt;
	Findings
&lt;/h3&gt;

&lt;section&gt;
	&lt;p style=&quot;text-align: justify;&quot;&gt;
		The results carried out from this study help the managers’ staff in organizing the improvement phase in the complex manufacturing processes through computing the importance degree of each indicator and determining the most influential operations on the production.
	&lt;/p&gt;
&lt;/section&gt;

&lt;h3 style=&quot;text-align: justify;&quot;&gt;
	Research limitations/implications
&lt;/h3&gt;

&lt;section&gt;
	&lt;p style=&quot;text-align: justify;&quot;&gt;
		The major limitations of this paper are that one case study was considered. In addition, to an average set of sustainability indicators that have been treated.
	&lt;/p&gt;
&lt;/section&gt;

&lt;h3 style=&quot;text-align: justify;&quot;&gt;
	Originality/value
&lt;/h3&gt;

&lt;section&gt;
	&lt;p style=&quot;text-align: justify;&quot;&gt;
		The novelty of this research is expressed by the development of an extended VSM in complex manufacturing processes. In addition, the proposed approach contributes with a new improvement strategy through integrating the multi-criteria decision approaches with VSM method to solve the complexity of the improvement process from sustainability viewpoints.
	&lt;/p&gt;
&lt;/section&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari, Naima</style></author><author><style face="normal" font="default" size="100%">Samir Abdelhamid</style></author><author><style face="normal" font="default" size="100%">Bouzgou, Hassen</style></author><author><style face="normal" font="default" size="100%">Raymond, Christian</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Bidirectional deep architecture for Arabic speech recognition</style></title><secondary-title><style face="normal" font="default" size="100%"> Open Computer Science</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.degruyter.com/document/doi/10.1515/comp-2019-0004/html</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">9</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Nowadays, the real life constraints necessitatescontrolling modern machines using human interventionby means of sensorial organs. The voice is one of the hu-man senses that can control/monitor modern interfaces.In this context, Automatic Speech Recognition is princi-pally used to convert natural voice into computer text aswell as to perform an action based on the instructionsgiven by the human. In this paper, we propose a generalframework for Arabic speech recognition that uses LongShort-Term Memory (LSTM) and Neural Network (Multi-Layer Perceptron: MLP) classifier to cope with the non-uniform sequence length of the speech utterances issuedfrom both feature extraction techniques, (1) Mel FrequencyCepstral Coefficients MFCC (static and dynamic features),(2) the Filter Banks (FB) coefficients. The neural architec-ture can recognize the isolated Arabic speech via classifi-cation technique. The proposed system involves, first, ex-tracting pertinent features from the natural speech signalusing MFCC (static and dynamic features) and FB. Next,the extracted features are padded in order to deal with thenon-uniformity of the sequences length. Then, a deep ar-chitecture represented by a recurrent LSTM or GRU (GatedRecurrent Unit) architectures are used to encode the se-quences of MFCC/FB features as a fixed size vector that willbe introduced to a Multi-Layer Perceptron network (MLP)to perform the classification (recognition). The proposedsystem is assessed using two different databases, the firstone concerns the spoken digit recognition where a com-parison with other related works in the literature is per-formed, whereas the second one contains the spoken TVcommands. The obtained results show the superiority ofthe proposed approach.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari, Naima</style></author><author><style face="normal" font="default" size="100%">Samir Abdelhamid</style></author><author><style face="normal" font="default" size="100%">Bouzgou, Hassen</style></author><author><style face="normal" font="default" size="100%">Raymond, Christian</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Bidirectional deep architecture for Arabic speech recognition</style></title><secondary-title><style face="normal" font="default" size="100%"> Open Computer Science</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.degruyter.com/document/doi/10.1515/comp-2019-0004/html</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">9</style></volume><pages><style face="normal" font="default" size="100%">92-102</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Nowadays, the real life constraints necessitatescontrolling modern machines using human interventionby means of sensorial organs. The voice is one of the hu-man senses that can control/monitor modern interfaces.In this context, Automatic Speech Recognition is princi-pally used to convert natural voice into computer text aswell as to perform an action based on the instructionsgiven by the human. In this paper, we propose a generalframework for Arabic speech recognition that uses LongShort-Term Memory (LSTM) and Neural Network (Multi-Layer Perceptron: MLP) classifier to cope with the non-uniform sequence length of the speech utterances issuedfrom both feature extraction techniques, (1) Mel FrequencyCepstral Coefficients MFCC (static and dynamic features),(2) the Filter Banks (FB) coefficients. The neural architec-ture can recognize the isolated Arabic speech via classifi-cation technique. The proposed system involves, first, ex-tracting pertinent features from the natural speech signalusing MFCC (static and dynamic features) and FB. Next,the extracted features are padded in order to deal with thenon-uniformity of the sequences length. Then, a deep ar-chitecture represented by a recurrent LSTM or GRU (GatedRecurrent Unit) architectures are used to encode the se-quences of MFCC/FB features as a fixed size vector that willbe introduced to a Multi-Layer Perceptron network (MLP)to perform the classification (recognition). The proposedsystem is assessed using two different databases, the firstone concerns the spoken digit recognition where a com-parison with other related works in the literature is per-formed, whereas the second one contains the spoken TVcommands. The obtained results show the superiority ofthe proposed approach.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouzgou, Hassen</style></author><author><style face="normal" font="default" size="100%">Gueymard,Christian A</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Fast short-term global solar irradiance forecasting with wrapper mutual information</style></title><secondary-title><style face="normal" font="default" size="100%">Renewable Energy</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.sciencedirect.com/science/article/abs/pii/S0960148118313028</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">133</style></volume><pages><style face="normal" font="default" size="100%">1055-1065</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Accurate solar irradiance forecasts are now key to successfully integrate the (variable) production from large&amp;nbsp;solar energy systems&amp;nbsp;into the electricity grid. This paper describes a wrapper forecasting methodology for irradiance time series that combines mutual information and an&amp;nbsp;Extreme Learning Machine&amp;nbsp;(ELM), with application to short forecast horizons between 5-min and 3-h ahead. The method is referred to as Wrapper Mutual Information Methodology (WMIM). To evaluate the proposed approach, its performance is compared to that of three dimensionality reduction scenarios: full space (latest 50 variables), partial space (latest 5 variables), and the usual Principal Component Analysis (PCA). Based on measured irradiance data from two arid sites (Madina and Tamanrasset), the present results reveal that the reduction of the historical input space increases the forecasting performance of global solar radiation. In the case of Madina and forecast horizons from 5-min to 30-min ahead, the WMIM forecasts have a better coefficient of determination (R&lt;sup&gt;2&lt;/sup&gt;&amp;nbsp;between 0.927 and 0.967) than those using the next best performing strategy, PCA (R&lt;sup&gt;2&lt;/sup&gt;&amp;nbsp;between 0.921 and 0.959). The Mean Absolute Percentage Error (MAP) is also better for WMIM [7.4–10.77] than for PCA [8.4–11.55]. In the case of Tamanrasset and forecasting horizons from 1-h to 3-h ahead, the WMIM forecasts have an R&lt;sup&gt;2&lt;/sup&gt;&amp;nbsp;between 0.883 and 0.957, slightly better than the next best performing strategy (PCA) (R&lt;sup&gt;2&lt;/sup&gt;&amp;nbsp;between 0.873 and 0.910). The Normalized&amp;nbsp;Mean Squared Error&amp;nbsp;(NMSE) is similarly better for WMIM [0.048–0.128] than for PCA [0.105–0.130]. It is also found that the ELM technique is considerably more computationally efficient than the more conventional Multi Layer&amp;nbsp;Perceptron&amp;nbsp;(MLP). It is concluded that the proposed mutual information-based variable selection method has the potential to outperform various other proposed techniques in terms of prediction performance.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zemouri, Nahed</style></author><author><style face="normal" font="default" size="100%">Bouzgou, Hassen</style></author><author><style face="normal" font="default" size="100%">Gueymard, Christian A.</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Multimodel ensemble approach for hourly global solar irradiation forecasting</style></title><secondary-title><style face="normal" font="default" size="100%">The European Physical Journal Plus </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://link.springer.com/article/10.1140/epjp/i2019-12966-5</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">134</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	This contribution proposes a novel solar time series forecasting approach based on multimodel statistical ensembles to predict global horizontal irradiance (GHI) in short-term horizons (up to 1 hour ahead). The goal of the proposed methodology is to exploit the diversity of a set of dissimilar predictors with the purpose of increasing the accuracy of the forecasting process. The performance of a specific multimodel ensemble forecast showing an improved forecast skill is demonstrated and compared to a variety of individual single models. The proposed system can be applied in two distinct ways. The first one incorporates the forecasts acquired from the different forecasting models constituting the ensemble via a linear combination (combination-based). The other one consists of a novel methodology that delivers as output the forecast provided by the specific model (involved in the ensemble) that delivers the maximum precision in the zone of the variable space connected with the considered GHI time series (selection-based approach). This forecasting model is issued from an appropriate division of the variable space. The efficiency of the proposed methodology has been evaluated using high-quality measurements carried out at 1min intervals at four radiometric sites representing widely different radiative climates (Arid, Temperate, Tropical, and High Albedo). The obtained results emphasize that, at all sites, the proposed multi-model ensemble is able to increase the accuracy of the forecasting process using the different combination approaches, with a significant performance improvement when using the classification strategy.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Ma, Jian</style></author><author><style face="normal" font="default" size="100%">Shang, Pengchao</style></author><author><style face="normal" font="default" size="100%">Lu, Chen</style></author><author><style face="normal" font="default" size="100%">Meraghni, Safa</style></author><author><style face="normal" font="default" size="100%">Benaggoune, Khaled</style></author><author><style face="normal" font="default" size="100%">Zuluaga, Juan</style></author><author><style face="normal" font="default" size="100%">Zerhouni, Noureddine</style></author><author><style face="normal" font="default" size="100%">Devalland, Christine</style></author><author><style face="normal" font="default" size="100%">Al-Masry, Zeina</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A portable breast cancer detection system based on smartphone with infrared camera</style></title><secondary-title><style face="normal" font="default" size="100%">Vibroengineering PROCEDIA</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.extrica.com/article/20978</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">26</style></volume><pages><style face="normal" font="default" size="100%">57-63</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	The traditional detection methods have the disadvantages of radiation exposure, high cost, and shortage of medical resources, which restrict the popularity of early screening for breast cancer. An inexpensive, accessible, and friendly way to detect is urgently needed. Infrared thermography, an emerging means to breast cancer detection, is extremely sensitive to tissue abnormalities caused by inflammation and vascular proliferation. In this work, combined with the temperature and texture features, we designed a breast cancer detection system based on smart phone with infrared camera, achieving the accuracy of 99.21&amp;nbsp;% with the k-Nearest Neighbor classifier. We compared the diagnostic results of the low resolution, originated from the phone camera, with the high resolution of the conventional infrared camera. It was found that the accuracy and sensitivity decreased slightly, but both of them were over than 98&amp;nbsp;%. The proposed breast cancer detection system not only has excellent performance but also dramatically saves the detection cost, and its prospect will be fascinating.
&lt;/p&gt;
</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Ouahiba Chouhal</style></author><author><style face="normal" font="default" size="100%">Rafik Mahdaoui</style></author><author><style face="normal" font="default" size="100%">Leila-Hayet Mouss</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Distributed Control And Monitoring Based On Cooperating Agents: An Application For Manufacturing System</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of New Technology and Materials</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.asjp.cerist.dz/en/article/85300</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">8</style></volume><pages><style face="normal" font="default" size="100%">25-28</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Control and monitoring of current manufacturing systems has become increasingly a complex problem. To expand their reliability we propose in this work a distributed approach for control and monitoring using the Multi Agents Systems. This approach is based on the decomposition of the complex system into subsystems easier to manage, and the design of several agents each one on these agents is dedicated to a particular task. A software application supporting this approach is developed for the cement clinker system of the Ain Touta cement plant. It is chosen to test the approach on real data. The results show that our distributed approach produces better results than the centralized health monitoring and control.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Ouahiba Chouhal</style></author><author><style face="normal" font="default" size="100%">Rafik Mahdaoui</style></author><author><style face="normal" font="default" size="100%">Leila-Hayet Mouss</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">SOA-based distributed fault prognostic and diagnosis framework: an application for preheater cement cyclones</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Internet Manufacturing and Services</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.inderscienceonline.com/doi/abs/10.1504/IJIMS.2021.114539</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">8</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Complex engineering manufacturing systems require efficient online fault diagnosis methodologies to improve safety and reduce maintenance costs. Traditionally, diagnosis and prognosis approaches are centralised, but these solutions are difficult to implement on distributed systems; whereas a distributed approach of multiple diagnosis and prognosis agents can offer a solution. Also, controlling process plant from a remote location has several benefits including the ability to track and to assist in solving a problem that might arise. This paper presents a distributed and over prognosis and diagnosis approach for physical systems basing on multi agent system and service-oriented architecture. Specifics prognostic and diagnostic procedures and key modules of the architecture for web service-based distributed fault prognostic and diagnosis framework are detailed and developed for the preheater cement cyclones in the workshop of SCIMAT clinker. The experimental case study, reported in the present paper, shows encouraging results and fosters industrial technology transfer.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rafik Mahdaoui</style></author><author><style face="normal" font="default" size="100%">Leila-Hayet Mouss</style></author><author><style face="normal" font="default" size="100%">Haboussi, Amar</style></author><author><style face="normal" font="default" size="100%">Ouahiba Chouhal</style></author><author><style face="normal" font="default" size="100%">Haouassi, Hichem</style></author><author><style face="normal" font="default" size="100%">Maarouk,Toufik-Messoud</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Temporal Neuro-Fuzzy System for Estimating Remaining Useful Life in Preheater Cement Cyclones</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Reliability, Quality and Safety Engineering</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.worldscientific.com/doi/10.1142/S0218539319500128</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">26</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;p style=&quot;text-align: justify;&quot;&gt;
	Fault prognosis in industrial plants is a complex problem, and time is an important factor for the resolution of this problem. The main indicator for the task of fault prognosis is the estimate of remaining useful life (RUL), which essentially depends on the predicted time to failure. This paper introduces a temporal neuro-fuzzy system (TNFS) for performing the fault prognosis task and exactly estimating the RUL of preheater cyclones in a cement plant. The main component of the TNFS is a set of temporal fuzzy rules that have been chosen for their ability to explain the behavior of the entire system, the components’ degradation, and the RUL estimation. The benefit of introducing time in the structure of fuzzy rules is that a local memory of the TNFS is created to capture the dynamics of the prognostic task. More precisely, the paper emphasizes improving the performance of TNFSs for prediction. The RUL estimation process is broken down into four generic processes: building a predictive model, selecting the most critical parameters, training the TNFS, and predicting RUL through the generated temporal fuzzy rules. Finally, the performance of the proposed TNFS is evaluated using a real preheater cement cyclone dataset. The results show that our TNFS produces better results than classical neuro-fuzzy systems and neural networks.
&lt;/p&gt;
</style></abstract><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Senoussi, Ahmed</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimisation des fonctions intégrées de production, de stockage et de distribution dans une chaine logistique</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zeghoud  Hichad</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Aide à la décision pour améliorer la performance d&amp;rsquo;une entreprise algérienne</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouali Mouna</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modélisation et optimisation d&amp;rsquo;une chaine d&amp;rsquo;approvisionnement. Application dans une entreprise algerienne</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Khezzar Houria</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Mise en œuvre d&amp;rsquo;une nouvelle approche pour le développement des produits nouveaux</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Beweghli Nacereddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Pilotage des flux par la méthode DDMRP</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Friras Aboubaker-Essedik</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Problème d&amp;#39;intégration  production et tarification dynamique</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rebbache  Abderaouf</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Analyse d&amp;#39;un système industriel (aspect risque) par la methode MOZAR</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mokrane Abderaouf</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Utilisation des nalgorithmess génétiaque pour l&amp;#39;analyse d&amp;#39;un probleme d&amp;#39;ordonnancement continu a contraintes de ressources</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Oulmane Samiha</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Evaluation des coûts du risque dans un système de production</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors></contributors><titles><title><style face="normal" font="default" size="100%">Evaluation de l&amp;#39;incertitude dans un système de production approche simulation</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bentarssia Harroun</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modélisation d&amp;#39;entreprise par la méthode 4EM</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Merdj Lamia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Une nouvelle approche multicritères basée sur les &amp;laquo; rough sets et rough numbers &amp;raquo;</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djafri Wahiba</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Effets de la normalisation sur les choix dans les méthodes multicritères avec étude de cas</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Boukhabelat Rahma</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Prise de décision dans la location de matériel sous un partage d&amp;rsquo;information imprécis</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Sekkiou Abdelghani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Problème de lot-sizing avec accumulation de retards, sous-traitance et planification de la maintenance préventive</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Adjouli Sofiane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimisation d&amp;#39;un flux d&amp;#39;opération dans un atelier sous contrainte de réglage</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bedda Aziz</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimisation d&amp;#39;un Flow Shop Hybride</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Khezzar Houria</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Mise en œuvre d&amp;#39;une nouvelle approche pour le développement des produits nouveaux</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zeghoud  Hichad</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Aide à la décision pour améliorer la performance d&amp;#39;une entreprise algérienne</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chinar Walid</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Étude cinématique de la plate-forme de Stewart</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Ziani Abdelhak</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Planification de la trajectoire d&amp;#39;un bras manipulateur redondant</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benzedira Khaoula</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Approche hybride pour l&amp;#39;acquisition des connaissances</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bourenane Mouna</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Maintenance d&amp;#39;un système de production</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Messaoudene Sara</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Meta-heuristique pour l&amp;#39;optimisation des systèmes de fabrication cellulaires</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Tebib Samira</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Approche d&amp;#39;optimisation pour le problème de la maintenance des systèmes multicomposant</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zudane Hassiba</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Ordonnancement sur Multi-lignes de production hétérogènes</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Yousfi Fadia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Application des techniques de datamining à un système de production</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aghamaeyni Abdoulmadjid</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Conception d&amp;#39;un didactitiel (courseware) pour une usine apprenante</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Cherid Walid</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Développement d&amp;rsquo;une plateforme scientométrique pour le management des connaissances et le capital intellectuel</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mokrani Abderaouf</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Etude des risques dans une chaine logistique hospitalière par l&amp;rsquo;approche AMDEC  Option : Ingénierie logistique</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bezzeghli Naccereddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Aide à l&amp;rsquo;amélioration des performances d&amp;rsquo;une chaine logistique d&amp;rsquo;un médicament par la détection des données pertinentes des différentes sources d&amp;rsquo;information</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Touhar Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Machine Learning utilisant les SVM avec python pour la classification</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bekhouche Hani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Analyse prédictive de fonctionnement de machine industrielles utilisant un outil de machine learning</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chenen Samir</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Machine Learning utilisant les réseaux de neurones avec python pour la classification</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mostefaoui Djamel Eddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Classification supervisée des commandes vocales par la technique des k plus proches voisins</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouzid Brahim</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Application de la technique des machines à vecteur de support pour la classification</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bezzeghli Chems Eddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Reconnaissance automatique des commandes par réseaux de neurones artificiels</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benhouria Hocine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Développement d&amp;rsquo;une application interactive pour la construction d&amp;rsquo;un ordonnancement prévisionnel</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aouef Hanane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Développement d&amp;rsquo;une application interactive pour la construction d&amp;rsquo;un ordonnancement prévisionnel</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouchouereb  Ibrahim</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Etude de rôle des signaux faibles sur la reconfiguration des Processus de la chaîne logistique: les grandes surfaces de distribution</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bezzeghli Naccereddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Aide à l&amp;rsquo;amélioration des performances d&amp;rsquo;une chaine logistique d&amp;rsquo;un médicament par la détection des données pertinentes des différentes sources d&amp;rsquo;information</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haddar Faouzi</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Détermination des la disponibilite et la maintenabilite par approche statistique Cas de l&amp;#39;ONA</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Faroudj Khaoula</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Mise en place de MSP dans un système de production</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benssedira Khaoula</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Approche hybride pour l&amp;#39;acquisition des connaissances</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djebbar Omar</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Diagnostic et exploitation des connaissances des systèmes tolérants aux fautes</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Boufedda Yahia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Reconnaissance floue des formes pour le diagnostic d&amp;#39;un système industriel</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Saoudi Achraf Oussama</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Application d&amp;#39;une technique cryptographique pour la sécurité des systèmes d&amp;#39;information</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chalabi Lakhdar</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Utilisation des capteurs sans fil basés sut les tags RFID pour la tracabilité en aval</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benharchache Rania</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Simulation de la localisation en temps réel (RTLS) dans une usine intelligente</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Assas Said</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Développement d&amp;#39;un logiciel pédagogique en PHP sous la plateforme Moodle</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zeani Abderazak</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Développement d&amp;#39;un logiciel de gestion de laboratoire d&amp;#39;analyses médicales en VBA</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Boughrira  Aimene</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Exploitation d&amp;rsquo;un système de contrôle distribué &amp;laquo; DCS : Distributed Control System &amp;raquo; pour la réalisation d&amp;rsquo;un système de Télé-contrôle SCADA (Application pour un champ pétrolier)</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Belayat Souleyman</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Etude comparative des systèmes de contrôle distribué &amp;laquo; DCS : Distributed Control System &amp;raquo; et leur mise à niveau (Application pour le contrôle des installations pétrolières) &amp;raquo;</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Belkhiri Kamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Conception d&amp;rsquo;un kit d&amp;rsquo;essai pour système de supervision SCADA en réseau WirelessHART</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chouhal Ouahiba</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à la surveillance des systèmes de production par les systèmes Multi-Agents Collectifs</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mahdaoui Rafik</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Vers le pronostic des systemes de productions</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zermane Hanane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">De l&amp;rsquo;Intelligence Artificielle vers le Machine Learning pour la Supervision d&amp;rsquo;un Système de Production Industriel</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Derdour Khadidja</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Un système de reconnaissance de formes base sur une approche multi-classifieurs</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Merazga Chaima</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Obstacle Avoidance in a Programmable Path based Mobile Robot Control. &amp;ndash;Distance Measurement, and path replanning</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Litim Chouaïb</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Commande de la roue motrice d&amp;rsquo;un robot mobile. &amp;ndash; Acquisition précise, en vue de l&amp;#39;Identification et Régulation, de la vitesse de rotation</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bekkouche Hani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Analyse prédictive des pannes d&amp;rsquo;un turboréacteur utilisant RapidMiner</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chenen Samir</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Classification des alarmes d&amp;rsquo;un broyeur cru utilisant les RNA</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>32</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Touahar Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%"> Supervision system control based on SVM classification and regression</style></title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Kadri M</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimisation de la durabilité d&amp;rsquo;un système de Production hybride manufacturing/remanufacturing dans la chaine logistique à boucle fermée</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouakkaz A</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Ordonnancement d&amp;rsquo;un Système de production pour une Gestion Optimale d&amp;rsquo;Energie</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouzidi H</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à l&amp;rsquo;amélioration de mesure de la performance de la chaine logistique d&amp;rsquo;un système de production complexe par une maitrise conjointe du lean sigma et la théorie des contraintes</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Gacem A</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modèles intégrés de production, de sous-traitance, de qualité et de maintenance dans une chaîne logistique en boucle fermée</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benchadi Y</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Amélioration du DDMRP (Demand Driven MRP)</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Benfriha L</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Gestion des approvisionnements et des échanges de produits équivalents dans les réseaux logistiques multi niveau : Coopération plusieurs entreprises</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zeghdani S</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à la Prévision a Base d&amp;rsquo;Analyse Stochastique Multicritère Participative, des Performances d&amp;rsquo;un Système de production Industriel</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2018 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Smaili Yamina</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Techniques d&amp;rsquo;Amélioration de la Traçabilité pour l&amp;rsquo;Optimisation d&amp;rsquo;une Chaîne Logistique</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2018 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouhidel lynda</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à l&amp;rsquo;évaluation fonctionnelle des systèmes industriels pour la maitrise des risques</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2018 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Kadri M</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Proposition d&amp;rsquo;un système de traçabilité et location à l&amp;rsquo;aide des réseaux sans fils</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2018 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani Mohyiddine</style></author><author><style face="normal" font="default" size="100%">Aouag Hichem</style></author><author><style face="normal" font="default" size="100%">Mouss Mohamed Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An integrated framework using VSM, AHP and TOPSIS for simplifying the sustainability improvement process in a complex manufacturing process, ISSN 1726-0531</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Engineering Design and Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.researchgate.net/publication/335614660_An_integrated_framework_using_VSM_AHP_and_TOPSIS_for_simplifying_the_sustainability_improvement_process_in_a_complex_manufacturing_process</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Purpose The purpose of this paper is to propose an integrated approach for assessing the sustainability of production and simplifying the improvement tasks in complex manufacturing processes. Design/methodology/approach The proposed approach has been investigated the integration of value stream mapping (VSM), analytic hierarchy process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS). VSM is used as a basic structure for assessing and improving the sustainability of the manufacturing process. AHP is used for weighting the sustainability indicators and TOPSIS for prioritizing the operations of a manufacturing process regarding the improvement side. Findings The results carried out from this study help the managers’ staff in organizing the improvement phase in the complex manufacturing processes through computing the importance degree of each indicator and determining the most influential operations on the production. Research limitations/implications The major limitations of this paper are that one case study was considered. In addition, to an average set of sustainability indicators that have been treated. Originality/value The novelty of this research is expressed by the development of an extended VSM in complex manufacturing processes. In addition, the proposed approach contributes with a new improvement strategy through integrating the multi-criteria decision approaches with VSM method to solve the complexity of the improvement process from sustainability viewpoints.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haoues Mohammed</style></author><author><style face="normal" font="default" size="100%">Dahane Mohammed</style></author><author><style face="normal" font="default" size="100%">Mouss Nadia Kinza</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimization of single outsourcer&amp;ndash;single subcontractor outsourcing relationship under reliability and maintenance constraints, ISSN / e-ISSN  1735-5702  / 2251-712X</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Industrial Engineering International volume </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://link.springer.com/article/10.1007/s40092-019-0307-9</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol 15</style></volume><pages><style face="normal" font="default" size="100%"> 395–409</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">In this paper, we focus on outsourcing activities optimization problem in single period setting. In some situations, capacity planning or outsourcing is a one-time event and can be modeled as a single period problem. The aim of this research is to balance the trade-off between two echelons of a supply chain consisting of a single outsourcer and a single subcontractor. Each part is composed of a failure-prone single machine that produces one product type to satisfy market requirements. The outsourcer’s manufacturing system is not able to satisfy the demand; in this case, outsourcing is allowed to recover the lack of capacity. We consider that the subcontractor can satisfy the demands of strategic clients and rent his machine for the outsourcer under a win–win partnership contract. We assume that the hazard failure rate depends on time and the adopted manufacture rate. When unforeseen failures occur, minimal repairs are implemented. Overhaul can be performed to reduce the degradation effects. Hence, we develop a mathematical model to define a profitability interval so that both parties of supply chain can be considered as winners. We seek to determine the contract parameters that suit both parties (duration, start and end dates, the production and outsourcing rates). Then, we develop an exact algorithm to solve the problem of single period optimization, which offers a better execution time through a series of test problems. Finally, we consider a sensitivity analysis based on outsourcing parameters (cost, periodicities, etc) to analyze their effects on partial costs and individual profit of each part, as well as the total profit generated by the system.</style></abstract><issue><style face="normal" font="default" size="100%">Issue 3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari Naima</style></author><author><style face="normal" font="default" size="100%">Aitouche Samia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Proposal of an Automatic Single Document Text Summarization</style></title><secondary-title><style face="normal" font="default" size="100%">International Conference on Management, Economics &amp; Social Science</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://researchfora.com/Conference2019/UK/2/ICMESS/</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zermane Hanane</style></author><author><style face="normal" font="default" size="100%">Kasmi Rached</style></author><author><style face="normal" font="default" size="100%">Aitoche Samia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision of an Industrial Process using Artificial Intelligence, ISSN / e-ISSN  2347-6982 / 2349-204X</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Industrial Electronics and Electrical Engineering</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><volume><style face="normal" font="default" size="100%">Vol 7</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">Issue 6</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Grieb Ouahab</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision de Robot Manipulateur virtuel  par Les réseaux de neurones et les réseaux de Petri</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bensakhria Mohamed</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Optimisation des ressources d&amp;#39;un système de production avec prise en compte de l&amp;rsquo;interaction homme-machine</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani Mohyeddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Intégration de Lean Green et Six Sigma</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Righi Amine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Conception d&amp;rsquo;une mise à niveau matérielle et logicielle d&amp;rsquo;un système                        de contrôle-commande (DCS : Distributed Control System)</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Guezouli Lahcene</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Un Système d&amp;rsquo;aide à la décision appliqué au GPS piloté par la voix humaine &amp;laquo; cas de distribution de produits &amp;raquo;</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soussa Abdelkrim</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution au Diagnostic des Pannes pour les Systèmes Eoliens</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Arrar Nacereddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modélisation et évaluation des performances des systèmes logistiques</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">NOUNE Med Said</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">La politique de Sureté de Fonctionnement dans les systèmes industriels : Application aux stations d&amp;rsquo;épuration dites STEP</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Menzer Hilal</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Dialogue Homme Machine appliqué à la langue arabe standard (speech To speech STS):Application serveur vocal d&amp;rsquo;une banque</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Belhoul Haroun</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Implantation d&amp;rsquo;une GMAO dans un système de production pour l&amp;rsquo;amélioration de la performance de l&amp;rsquo;entreprise</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">AMEUR Zouina</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à l&amp;rsquo;utilisation des réseaux d&amp;rsquo;achat Electroniques (e-sourcing) en vue de l&amp;rsquo;optimisation des structures d&amp;rsquo;approvisionnements de l&amp;rsquo;algérienne des textiles</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouhafna Kheyreddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Approche de l&amp;rsquo;usine intelligente dans l&amp;rsquo;industrie 4.0, en utilisant le concept d&amp;rsquo;internet objets</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 Journées des doctorants, Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani Mohyeddine</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Enhancement of the industrial performances through Value Stream Mapping method: case study in an Algerian</style></title><secondary-title><style face="normal" font="default" size="100%"> ISTSID International symposium on Technology Sustainable Industry Development 25-26/02 Eloued</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari, Naima</style></author><author><style face="normal" font="default" size="100%">Samia Aitouche</style></author><author><style face="normal" font="default" size="100%">Hanane Zermane</style></author><author><style face="normal" font="default" size="100%">Yaha, Asma</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Proposal of an Automatic Single Document Text Summarization</style></title><secondary-title><style face="normal" font="default" size="100%">43rd International Conference on Management, Economics &amp; Social Science ( ICMESS 2019 ) 18-19 Mars</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://researchfora.com/Conference2019/UK/2/ICMESS/</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Soltani Mohyiddine</style></author><author><style face="normal" font="default" size="100%">Aouag Hichem</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Enhancement of the competitiveness and the financial capability of a manufacturing process through a new Value Stream Mapping approach, ISSN / e-ISSN 1746-6474 / 1746-6482</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Productivity and Quality Management</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.researchgate.net/publication/331309801_Enhancement_of_the_competitiveness_and_the_financial_capability_of_a_manufacturing_process_through_a_new_Value_Stream_Mapping_approach</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">1</style></volume><pages><style face="normal" font="default" size="100%">1</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">The organisations having a futuristic look and aiming to impose their presence in the industrial field for a long possible term, are seeking for finding solutions linked to controlling their cash flow and assessing their competitiveness performances. Therefore, the purpose of this paper is to propose a new quality and cost value stream mapping for monitoring the costs consumption and assessing the competitiveness of a company. We use three key concepts namely life cycle costing for estimation of the most influential costs on the manufacturing process, the weighted DPMO and Sigma level for assessing the quality level and the competitiveness of the company. Finally, the data obtained are mapped using value stream mapping method for enabling the determination of dysfunctions in the cost and quality context.</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mohyiddine Soltani</style></author><author><style face="normal" font="default" size="100%">Aouag Hichem</style></author><author><style face="normal" font="default" size="100%">Mouss Med Djamel</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An integrated framework using VSM, AHP and TOPSIS for simplifying the sustainability improvement process in a complex manufacturing process, ISSN 1726-0531</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of Engineering, Design and Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.researchgate.net/publication/335614660_An_integrated_framework_using_VSM_AHP_and_TOPSIS_for_simplifying_the_sustainability_improvement_process_in_a_complex_manufacturing_process</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Volume 17</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Purpose The purpose of this paper is to propose an integrated approach for assessing the sustainability of production and simplifying the improvement tasks in complex manufacturing processes. Design/methodology/approach The proposed approach has been investigated the integration of value stream mapping (VSM), analytic hierarchy process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS). VSM is used as a basic structure for assessing and improving the sustainability of the manufacturing process. AHP is used for weighting the sustainability indicators and TOPSIS for prioritizing the operations of a manufacturing process regarding the improvement side. Findings The results carried out from this study help the managers’ staff in organizing the improvement phase in the complex manufacturing processes through computing the importance degree of each indicator and determining the most influential operations on the production. Research limitations/implications The major limitations of this paper are that one case study was considered. In addition, to an average set of sustainability indicators that have been treated. Originality/value The novelty of this research is expressed by the development of an extended VSM in complex manufacturing processes. In addition, the proposed approach contributes with a new improvement strategy through integrating the multi-criteria decision approaches with VSM method to solve the complexity of the improvement process from sustainability viewpoints.</style></abstract><issue><style face="normal" font="default" size="100%"> Issue 6</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari Naima</style></author><author><style face="normal" font="default" size="100%">Abdelhamid Samir</style></author><author><style face="normal" font="default" size="100%">Bouzgo Hassen</style></author><author><style face="normal" font="default" size="100%">Raymond Christian</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Bidirectional deep architecture for Arabic speech recognition,  e-ISSN  2299-1093</style></title><secondary-title><style face="normal" font="default" size="100%">Open Computer Science</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.degruyter.com/view/journals/comp/9/1/article-p92.xml</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Volume 9</style></volume><pages><style face="normal" font="default" size="100%">92-102</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Nowadays, the real life constraints necessitates&lt;br&gt;controlling modern machines using human intervention&lt;br&gt;by means of sensorial organs. The voice is one of the human&lt;br&gt;senses that can control/monitor modern interfaces.&lt;br&gt;In this context, Automatic Speech Recognition is principally&lt;br&gt;used to convert natural voice into computer text as&lt;br&gt;well as to perform an action based on the instructions&lt;br&gt;given by the human. In this paper, we propose a general&lt;br&gt;framework for Arabic speech recognition that uses Long&lt;br&gt;Short-Term Memory (LSTM) and Neural Network (Multi-&lt;br&gt;Layer Perceptron: MLP) classifier to cope with the nonuniform&lt;br&gt;sequence length of the speech utterances issued&lt;br&gt;fromboth feature extraction techniques, (1)Mel Frequency&lt;br&gt;Cepstral Coefficients MFCC (static and dynamic features),&lt;br&gt;(2) the Filter Banks (FB) coefficients. The neural architecture&lt;br&gt;can recognize the isolated Arabic speech via classification&lt;br&gt;technique. The proposed system involves, first, extracting&lt;br&gt;pertinent features from the natural speech signal&lt;br&gt;using MFCC (static and dynamic features) and FB. Next,&lt;br&gt;the extracted features are padded in order to deal with the&lt;br&gt;non-uniformity of the sequences length. Then, a deep architecture&lt;br&gt;represented by a recurrent LSTM or GRU (Gated&lt;br&gt;Recurrent Unit) architectures are used to encode the sequences&lt;br&gt;ofMFCC/FB features as a fixed size vector that will&lt;br&gt;be introduced to a Multi-Layer Perceptron network (MLP)&lt;br&gt;to perform the classification (recognition). The proposed&lt;br&gt;system is assessed using two different databases, the first&lt;br&gt;one concerns the spoken digit recognition where a comparison&lt;br&gt;with other related works in the literature is performed,&lt;br&gt;whereas the second one contains the spoken TV&lt;br&gt;commands. The obtained results show the superiority of&lt;br&gt;the proposed approach.</style></abstract><issue><style face="normal" font="default" size="100%">Issue 1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Berghout Tarek</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Proposition d&amp;rsquo;un système distribué de diagnostic et pronostic basé sur les services web et ELM</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 1ère Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zereg Heda</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modélisation et Optimisation des systèmes renouvelables hybrides pour les sites autonomes</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 2ème Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Meguelatti Abderahmene</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision et pilotage automatique d&amp;rsquo;un système de production industriel dans le Cloud Computing utilisant Machine Learning</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 2ème Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Hadjidji Nadjiha</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Elaboration d&amp;rsquo;un Module de Diagnostic sous Contraintes dans le cadre d&amp;rsquo;une Stratégie de Commande Tolérante aux Défauts</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 2ème Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Rezki Djamil</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Système intelligent d&amp;#39;aide à la décision pour la prédiction et l&amp;#39;optimisation des paramètres d&amp;#39;un forage pétrolier</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 1ère Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Guettafi Salah</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Une nouvelle approche pour la sécurité des Systèmes de Contrôle et d&amp;#39;Acquisition de Données SCADA</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 1ère Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Hamidene Rabie</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Conception d&amp;#39;un système d&amp;rsquo;aide à la maintenance collaborative basée sur la réalité mixte</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 1ère Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Abdessamed Ahmed Adnane</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à la mise en place d&amp;rsquo;une solution distribuée intelligente pour le choix d&amp;rsquo;une technique d&amp;rsquo;ordonnancement adéquate</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 1ère Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Meguelatti Abderahmene</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision et pilotage automatique d&amp;rsquo;un système de production industriel dans le Cloud Computing utilisant Machine Learning</style></title><secondary-title><style face="normal" font="default" size="100%">JD'2019 2ème Journées des doctorants 14 Octobre Batna, Algérie</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haboussi Ammar</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A New Approache on the trajectory planning of the robot for terminal spray</style></title><secondary-title><style face="normal" font="default" size="100%">ICMM 2019 The  third edition of the International Conference of Mechanics and Materials</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://univ-setif.dz</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Haboussi Ammar</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision du système de clinkérisation par les systemes Immunitaires artificiels</style></title><secondary-title><style face="normal" font="default" size="100%">ICMM 2019 The  third edition of the International Conference of Mechanics and Materials</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.researchgate.net/publication/337210108_Supervision_Du_Systeme_De_Clinkerisation_De_La_Cimenterie_Par_Les_Systemes_Immunitaires_Artificiels</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari Naima</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Proposal of an Automatic Single Document Text Summarization</style></title><secondary-title><style face="normal" font="default" size="100%">ICMESS 2019  International Conference on Management, Economics &amp; Social Science,18 -19 March London United Kingdom</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Aitouche Samia</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision of an Industrial Process using Artificial Intelligence</style></title><secondary-title><style face="normal" font="default" size="100%"> ICSET 2019 International Conference on Science, Engineering &amp; Technology 18 -19 March London, United Kingdom</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari Naima</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">
	Proposal of an Automatic Single Document Text Summarization 



	http://researchfora.com/Conference2019/UK/2/ICMESS/

</style></title><secondary-title><style face="normal" font="default" size="100%">ICMESS 2019 43rd International Conference, 18-19 Mars London, Royaume unis</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%"> http://researchfora.com/Conference2019/UK/2/ICMESS/</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chouhal Ouahiba</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Type 2 Fuzzy logic approachto fault production in preheater cement Cyclone</style></title><secondary-title><style face="normal" font="default" size="100%">IAM’2019 2nd Conference on Informatic and Applied Mathematics 12-13 juin Guelma Algeria</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Zerari Naima</style></author><author><style face="normal" font="default" size="100%">Abdelhamid Samir</style></author><author><style face="normal" font="default" size="100%">Bouzgou Hassen</style></author><author><style face="normal" font="default" size="100%">Raymond Christian</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Bidirectional deep architecture for Arabic speech recognition.e,  e-ISSN  2299-1093</style></title><secondary-title><style face="normal" font="default" size="100%"> Open Computer Science</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.degruyter.com/view/j/comp.2019.9.issue-1/comp-2019-0004/comp-2019-0004.xml</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">9</style></volume><pages><style face="normal" font="default" size="100%">pp. 92-102</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Nowadays, the real life constraints necessitates controlling modern machines using human intervention by means of sensorial organs. The voice is one of the human senses that can control/monitor modern interfaces. In this context, Automatic Speech Recognition is principally used to convert natural voice into computer text as well as to perform an action based on the instructions given by the human. In this paper, we propose a general framework for Arabic speech recognition that uses Long Short-Term Memory (LSTM) and Neural Network (Multi-Layer Perceptron: MLP) classifier to cope with the nonuniform sequence length of the speech utterances issued fromboth feature extraction techniques, (1)Mel Frequency Cepstral Coefficients MFCC (static and dynamic features), (2) the Filter Banks (FB) coefficients. The neural architecture can recognize the isolated Arabic speech via classification technique. The proposed system involves, first, extracting pertinent features from the natural speech signal using MFCC (static and dynamic features) and FB. Next, the extracted features are padded in order to deal with the non-uniformity of the sequences length. Then, a deep architecture represented by a recurrent LSTM or GRU (Gated Recurrent Unit) architectures are used to encode the sequences of MFCC/FB features as a fixed size vector that will be introduced to a Multi-Layer Perceptron network (MLP) to perform the classification (recognition). The proposed system is assessed using two different databases, the first one concerns the spoken digit recognition where a comparison with other related works in the literature is performed, whereas the second one contains the spoken TV commands. The obtained results show the superiority of the proposed approach.</style></abstract><issue><style face="normal" font="default" size="100%">1</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Hanane Zermane</style></author><author><style face="normal" font="default" size="100%">Kasmi Rached</style></author><author><style face="normal" font="default" size="100%">Samia Aitouche</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Supervision of an Industrial Process using Artificial Intelligence, ISSN / e-ISSN 2347-6982 / 2349-204X</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Industrial Electronics and Electrical Engineering</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://www.iraj.in/journal/journal_file/journal_pdf/11-577-156602891045-50.pdf</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol 7</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Process controls (basic as well as advanced) are implemented within the process control system, which may mean a distributed control system (DCS), programmable logic controller (PLC), and/or a supervisory control computer. DCSs and PLCs are typically industrially hardened and fault-tolerant. Supervisory control computers are often not hardened or faulttolerant, but they bring a higher level of computational capability to the control system, to host valuable, but not critical , advanced control applications. Advanced controls may reside in either the DCS or the supervisory computer, depending on the application. Basic controls reside in the DCS and its subsystems, including PLCs. Because we usually deal with real - world systems with real - world constraints (cost, computer resources, size, weight, power, heat dissipation, etc.), it is understood that the simplest method to accomplish a task is the one that should be used. Experts usually rely on common sense when they solve problems. They also use vague and ambiguous terms. Other experts have no difficulties with understanding and interpreting this statement because they have the background to hearing problems described like this. However, a knowledge engineer would have difficulties providing a computer with the same level of understanding. In a complex industrial process, how can we represent expert knowledge that uses vague and fuzzy terms in a computer to control it? In this context, the application is developed to control the pretreatment and pasteurization station of milk localized in Batna (Algeria) by adopting a control approach based on expert knowledge and fuzzy logic. Keywords - Intelligent Control; Data Acquisition; Industrial Process Control; Fuzzy Control</style></abstract><issue><style face="normal" font="default" size="100%">Issue 6</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chouhal Ouahiba</style></author><author><style face="normal" font="default" size="100%">Mahdaoui Rafik</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Distributed control and monitoring based on cooperating agents: an application for manufacturing system, ISSN / e-ISSN 2170-161X  / 2488-2082</style></title><secondary-title><style face="normal" font="default" size="100%">Journal of New Technology and Materials </style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.asjp.cerist.dz/en/article/85300</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Vol 8</style></volume><pages><style face="normal" font="default" size="100%">pp. 25-28</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Control and monitoring of current manufacturing systems has become increasingly a complex problem. To expand their reliability we propose in this work a distributed approach for control and monitoring using the Multi Agents Systems. This approach is based on the decomposition of the complex system into subsystems easier to manage, and the design of several agents each one on these agents is dedicated to a particular task. A software application supporting this approach is developed for the cement clinker system of the Ain Touta cement plant. It is chosen to test the approach on real data. The results show that our distributed approach produces better results than the centralized health monitoring and control.</style></abstract><issue><style face="normal" font="default" size="100%">issue 3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Chouhal Ouahiba</style></author><author><style face="normal" font="default" size="100%">Mahdaoui Rafik</style></author><author><style face="normal" font="default" size="100%">Mouss Leila Hayet</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">SOA-based distributed fault prognostic and diagnosis framework: An application for preheater cement cyclones, ISSN / e-ISSN 1751-6048 / 1751-6056</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Internet Manufacturing and Services</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijims</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Complex engineering manufacturing systems require efficient on-line fault diagnosis methodologies to improve safety and reduce maintenance costs. Traditionally, diagnosis and prognosis approaches are centralized, but these solutions are difficult to implement on increasingly prevalent distributed, networked embedded systems; whereas a distributed approach of multiple diagnosis and prognosis agents can offer a solution. Also, having the capability to control and observe process plant of a manufacturing system from a remote location has several benefits including the ability to track and to assist in solving a problem that might arise. This paper presents a distributed and over prognosis and diagnosis approach for physical systems basing on multi agent system and Service-Oriented Architecture. Specifics prognostic and diagnostic procedures and key modules of the architecture for Web Service-based Distributed Fault Prognostic and Diagnosis framework are detailed and developed for the preheater cement cyclones in the workshop of SCIMAT clinker. The experimental case study, reported in the present paper, shows encouraging results and fosters industrial technology transfer.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Bouzgou Hassen</style></author><author><style face="normal" font="default" size="100%">Gueymard Christian</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Fast short-term global solar irradiance forecasting with wrapper mutual information. Renewable Energy, ISSN 0960-1481</style></title><secondary-title><style face="normal" font="default" size="100%">Renewable Energy</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.sciencedirect.com/science/article/pii/S0960148118313028</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">Volume 133</style></volume><pages><style face="normal" font="default" size="100%">pp. 1055-1065</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">&lt;div id=&quot;abssec0010&quot;&gt;
	&lt;p id=&quot;abspara0010&quot;&gt;
		&lt;span&gt;&lt;span&gt;&lt;span&gt;Accurate solar &lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/irradiance&quot; title=&quot;Learn more about Irradiance from ScienceDirect's AI-generated Topic Pages&quot;&gt;irradiance&lt;/a&gt; forecasts are now key to successfully integrate the (variable) production from large &lt;/span&gt;&lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/solar-energy-system&quot; title=&quot;Learn more about Solar Energy System from ScienceDirect's AI-generated Topic Pages&quot;&gt;solar energy systems&lt;/a&gt; into the electricity grid. This paper describes a wrapper forecasting methodology for irradiance time series that combines mutual information and an &lt;/span&gt;&lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/extreme-learning-machine&quot; title=&quot;Learn more about Extreme Learning Machine from ScienceDirect's AI-generated Topic Pages&quot;&gt;Extreme Learning Machine&lt;/a&gt;&lt;span&gt; (ELM), with application to short forecast horizons between 5-min and 3-h ahead. The method is referred to as Wrapper Mutual Information Methodology (WMIM). To evaluate the proposed approach, its performance is compared to that of three dimensionality reduction scenarios: full space (latest 50 variables), partial space (latest 5 variables), and the usual &lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/principal-component-analysis&quot; title=&quot;Learn more about Principal Component Analysis from ScienceDirect's AI-generated Topic Pages&quot;&gt;Principal Component Analysis&lt;/a&gt; (PCA). Based on measured irradiance data from two arid sites (Madina and Tamanrasset), the present results reveal that the reduction of the historical input space increases the forecasting performance of global solar radiation. In the case of Madina and forecast horizons from 5-min to 30-min ahead, the WMIM forecasts have a better coefficient of determination (R&lt;/span&gt;&lt;/span&gt;&lt;sup&gt;2&lt;/sup&gt; between 0.927 and 0.967) than those using the next best performing strategy, PCA (R&lt;sup&gt;2&lt;/sup&gt; between 0.921 and 0.959). The Mean Absolute Percentage Error (MAP) is also better for WMIM [7.4–10.77] than for PCA [8.4–11.55]. In the case of Tamanrasset and forecasting horizons from 1-h to 3-h ahead, the WMIM forecasts have an R&lt;sup&gt;2&lt;/sup&gt; between 0.883 and 0.957, slightly better than the next best performing strategy (PCA) (R&lt;sup&gt;2&lt;/sup&gt;&lt;span&gt; between 0.873 and 0.910). The Normalized &lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/mean-squared-error&quot; title=&quot;Learn more about Mean-Squared-Error from ScienceDirect's AI-generated Topic Pages&quot;&gt;Mean Squared Error&lt;/a&gt;&lt;span&gt; (NMSE) is similarly better for WMIM [0.048–0.128] than for PCA [0.105–0.130]. It is also found that the ELM technique is considerably more computationally efficient than the more conventional Multi Layer &lt;a href=&quot;https://www.sciencedirect.com/topics/engineering/perceptron&quot; title=&quot;Learn more about Perceptron from ScienceDirect's AI-generated Topic Pages&quot;&gt;Perceptron&lt;/a&gt; (MLP). It is concluded that the proposed mutual information-based variable selection method has the potential to outperform various other proposed techniques in terms of prediction performance.&lt;/span&gt;&lt;/span&gt;
	&lt;/p&gt;
&lt;/div&gt;
</style></abstract></record></records></xml>