@mastersthesis {6076,
	title = {Une approche hybride pour la r{\'e}solution d\&rsquo;un probl{\`e}me (FJSSP)},
	year = {2015},
	author = {Bekhouche Med-Abdelghafour}
}
@mastersthesis {6075,
	title = {Optimisation int{\'e}gr{\'e}e production-distribution avec des clients group{\'e}s des zones non connect{\'e}s.},
	year = {2015},
	author = {Zegrar. H}
}
@mastersthesis {6074,
	title = {Optimisation int{\'e}gr{\'e}e production-distribution avec une demande sans split},
	year = {2015},
	author = {Becheh Hicham}
}
@mastersthesis {6073,
	title = {Synth{\`e}se d\&rsquo;un observateur par l\&rsquo;approche Bond Graph},
	year = {2015},
	author = {Khannouf Lamri}
}
@mastersthesis {6072,
	title = {R{\'e}solution des probl{\`e}mes par les m{\'e}thodes multicrit{\`e}res et les m{\'e}thodes d\&rsquo;optimisation math{\'e}matiques : Etudes comparative.},
	year = {2015},
	author = {Touati Mohamed Sa{\"\i}d}
}
@mastersthesis {6071,
	title = {Analyse de la capabilit{\'e} d\&rsquo;un processus de production bas{\'e}e sur des mesures floues},
	year = {2015},
	author = {Hasrouri Lotfi}
}
@mastersthesis {6070,
	title = {Analyse de la comp{\'e}titivit{\'e} d\&rsquo;une organisation par une quantification du niveau de qualit{\'e}},
	year = {2015},
	author = {Belhadi Islam}
}
@mastersthesis {6055,
	title = {Etude et Conception d\&rsquo;un Robot Manipulateur pour l\&rsquo;Entreprise Nationale des Mat{\'e}riels de Travaux Publics},
	year = {2015},
	author = {Djougane Fadila}
}
@mastersthesis {6045,
	title = {D{\'e}veloppement d\&rsquo;un syst{\`e}me intelligent pour la conduite du syst{\`e}me de production d\&rsquo;{\'e}lectricit{\'e}},
	year = {2015},
	author = {Bouhafna Khayreddine}
}
@mastersthesis {6044,
	title = {Mise en place d\&rsquo;une gestion de la maintenance par ordinateur pour l\&rsquo;am{\'e}lioration de la politique de maintenance},
	year = {2015},
	author = {Belhoul Haroun}
}
@mastersthesis {6039,
	title = {M{\'e}thode exacte pour l\&rsquo;ordonnancement dans un atelier job shop},
	year = {2015},
	author = {Arrab Nawail}
}
@mastersthesis {6038,
	title = {Minimisation des retards des jobs en int{\'e}grant la planification de la maintenance pr{\'e}ventive et l\&rsquo;ordonnancement de la production},
	year = {2015},
	author = {Harrath Meriem}
}
@mastersthesis {6037,
	title = {Etude comparative des heuristiques d\&$\#$39;ordonnancement d\&$\#$39;atelier Flow Shop de permutation.},
	year = {2015},
	author = {Haidoussi Assia}
}
@mastersthesis {6036,
	title = {R{\'e}solution du probl{\`e}me d\&$\#$39;ordonnancement des pi{\`e}ces avec contraintes d\&$\#$39;outillage},
	year = {2015},
	author = {Guiroud Fatima}
}
@mastersthesis {6035,
	title = {D{\'e}veloppement d\&$\#$39;une application de contr{\^o}le-commande en utilisant le Labview},
	year = {2015},
	author = {Bounasla Dallal}
}
@mastersthesis {6034,
	title = {Optimisation du profil des ailes d\&rsquo;une {\'e}olienne},
	year = {2015},
	author = {Kerfa Abdelhadi}
}
@mastersthesis {6033,
	title = {Etude d\&$\#$39;interfaces utilisateurs pour des applications industrielles},
	year = {2015},
	author = {Fatah Imen}
}
@mastersthesis {6032,
	title = {Base de connaissances pour la mod{\'e}lisation d\&$\#$39;un syst{\`e}me industriel},
	year = {2015},
	author = {Kebi Samia and DAhmani Chahinez}
}
@mastersthesis {6030,
	title = {Calcul des aspects FMD d\&$\#$39;une chaine de production compos{\'e}e},
	year = {2015},
	author = {Halkoum Selma and Ghenai Hind}
}
@mastersthesis {6029,
	title = {Planification des travaux de maintenance},
	year = {2015},
	author = {Omeiri Fatima and Khenatela Hadjer}
}
@mastersthesis {6002,
	title = {Analyse de la capabilit{\'e} d\&rsquo;un processus de production bas{\'e}e sur des mesures floues},
	year = {2015},
	author = {Hasrouri Lotfi}
}
@mastersthesis {6001,
	title = {Analyse de la comp{\'e}titivit{\'e} d\&rsquo;une organisation par une quantification du niveau de qualit{\'e}},
	year = {2015},
	author = {Belhadi Islam}
}
@mastersthesis {5959,
	title = {Methode Exacte pour l\&rsquo;ordonnancement dans un atelier Job Shop},
	year = {2015},
	author = {Arab Nour-El-Houda}
}
@mastersthesis {5958,
	title = {Algorithme G{\'e}n{\'e}tique pour le probl{\`e}me d\&rsquo;ordonnancement Job Shop r{\'e}entrant},
	year = {2015},
	author = {Harrath Maissa}
}
@mastersthesis {5957,
	title = {Utilisation des m{\'e}thodes de \&$\#$39;Recherche Tabou\&$\#$39; et \&$\#$39;Algorithmes G{\'e}n{\'e}tiques\&$\#$39; pour le calcul de l\&$\#$39;ordonnancement},
	year = {2015},
	author = {Harrath Chaima}
}
@mastersthesis {5956,
	title = {Ordonnancement de la production en utilisant le SPT(Shortest Processing Time) et TWT(Total Weighted Tardiness)},
	year = {2015},
	author = {Yaha Daikh}
}
@mastersthesis {5955,
	title = {R{\'e}solution d\&$\#$39;un probl{\`e}me d\&$\#$39;ordonnancement par la m{\'e}thode \&$\#$39;Recuit Simul{\'e}},
	year = {2015},
	author = {Benabidi Khaoula}
}
@mastersthesis {5954,
	title = {Application de la M{\'e}thode \&quot; Statistique Process Contol\&quot; \&quot;SPC\&quot;},
	year = {2015},
	author = {Benflis Fatima-Zohra}
}
@mastersthesis {5940,
	title = {Etude des Instabilit{\'e}s dans une tige de forage p{\'e}trolier},
	year = {2015},
	author = {Soussa Abdelkrim}
}
@mastersthesis {5938,
	title = {Externalisation des connaissances tacites en connaissances explicites : cas diagnostic industriel},
	year = {2015},
	author = {Titah Mahmoud}
}
@mastersthesis {5937,
	title = {Les mod{\`e}les de Markov Cach{\'e}s et leur application dans un processus industriel},
	year = {2015},
	author = {Belbedj Farid}
}
@mastersthesis {5936,
	title = {Informatisation de la Maintenance dans une entreprise textile},
	year = {2015},
	author = {AMEUR Zouina}
}
@mastersthesis {5935,
	title = {Mise en Place d\&rsquo;une Gestion de la Maintenance par ordinateur pour l\&rsquo;am{\'e}lioration de la politique de Maintenance},
	year = {2015},
	author = {Belhoul Haroun}
}
@mastersthesis {5929,
	title = {Int{\'e}gration de la nouvelle unit{\'e} du charbon actif du barrage de Timgad sur le syst{\`e}me SCADA },
	year = {2015},
	author = {Dengouga Wissem}
}
@mastersthesis {5920,
	title = {Mod{\'e}lisation d\&$\#$39;un panneau photovolta{\"\i}que },
	year = {2015},
	author = {Madi Sara and Zelghi Yousra}
}
@mastersthesis {5919,
	title = {Conception d\&rsquo;un tableau de bord de comp{\'e}tences},
	year = {2015},
	author = {Makouf Wafa and Mammeri Faiza}
}
@mastersthesis {5918,
	title = {Application de la M{\'e}thode \&quot; Statistique Process Contol\&quot; \&quot;SPC\&quot;},
	year = {2015},
	author = {Benflis Fatima-Zohra and Louai  Wissem}
}
@mastersthesis {5848,
	title = {Optimisation du fonctionnement d\&rsquo;une station de neutralisation des eaux us{\'e}es. Cas de la centrale {\'e}lectrique d\&rsquo;Ain Djasser},
	year = {2015},
	author = {Ghoulam Abderrazek}
}
@mastersthesis {5847,
	title = { Gestion de la maintenance du DCS de la centrale electrique de Ain Jasser par GMAO},
	year = {2015},
	author = {Youb Hamza}
}
@mastersthesis {5846,
	title = {Conception et realisation d\&rsquo;une application GMAO pour le barrage de Timgad Koudiat Medaouer},
	year = {2015},
	author = {Azoui Elhoucine}
}
@mastersthesis {5845,
	title = {Int{\'e}gration de l\&rsquo;unit{\'e} Charbon actif dans un syst{\`e}me SCADA},
	year = {2015},
	author = {Merdaci Ala Eddin}
}
@mastersthesis {5844,
	title = {Segmentation vocale par application des m{\'e}thodes de traitement du signal},
	year = {2015},
	author = {Mounis Taki-Eddine}
}
@mastersthesis {5843,
	title = { Mod{\'e}lisation d\&$\#$39;un Panneau Photovolta{\"\i}que},
	year = {2015},
	author = {Madi Sara and Zerghi Yousra}
}
@mastersthesis {5842,
	title = {Conception d\&rsquo;un tableau de bord de comp{\'e}tences},
	year = {2015},
	author = {Mkhlouf and Mammerif faiza}
}
@mastersthesis {5841,
	title = {Realization of isolated words and speaker recognizers using MATLAB},
	year = {2015},
	author = {Berghout Tarek}
}
@mastersthesis {5833,
	title = {Syst{\`e}me int{\'e}gr{\'e} pour la supervision et le diagnostic des d{\'e}fauts dans les syst{\`e}mes de production d\&rsquo;{\'e}nergies : les installations photovolta{\"\i}ques},
	year = {2015},
	author = {Rezgui Wail}
}
@mastersthesis {5832,
	title = {Vers une approche des syst{\`e}mes multi agents et m{\'e}thodes d\&rsquo;{\'e}mergence pour la maintenance syst{\'e}matique },
	year = {2015},
	author = {Abdelhadi Adel}
}
@mastersthesis {5808,
	title = { Supervision du syst{\`e}me de conduite d\&rsquo;un atelier au niveau d\&rsquo;une cimenterie {\`a} l\&rsquo;aide du service Web.},
	year = {2015},
	author = {Hamidene Rabie}
}
@mastersthesis {5801,
	title = {Conception et r{\'e}alisation d\&$\#$39;un SGDT au niveau d\&$\#$39;une unit{\'e} de production},
	year = {2015},
	author = {Chelihi Imen}
}
@mastersthesis {5795,
	title = {D{\'e}veloppement d\&$\#$39;une application de contr{\^o}le-commande en utilisant le Labview},
	year = {2015},
	author = {Bounasla Dalal}
}
@mastersthesis {5771,
	title = {Surete de fonctionnement d{\`u}une intalation Industrielle},
	year = {2015},
	author = {Baira Khaled}
}
@mastersthesis {5770,
	title = {R{\'e}alisation d\&$\#$39;une Application Web pour la cr{\'e}ation de dossiers m{\'e}dicaux personnels},
	year = {2015},
	author = {Djari Nour-Elimene and Benflis Feriel}
}
@mastersthesis {5769,
	title = {Cr{\'e}ation et int{\'e}rrogation d\&$\#$39;une base de donn{\'e}es floue utilisant SQL Flou},
	year = {2015},
	author = {Imen Boukricha}
}
@mastersthesis {5768,
	title = {Controle flou d\&$\#$39;un filtre {\`a} manche d\&$\#$39;une cimenterie utilisant Labview},
	year = {2015},
	author = {Hemal Salim and Oulmit Tarek}
}
@mastersthesis {5726,
	title = {Compression de donn{\'e}es num{\'e}riques, Etude et applications},
	year = {2015},
	author = {Menasria Walid}
}
@mastersthesis {5725,
	title = {Transform{\'e}e de Hough, Etude et Applications},
	year = {2015},
	author = {Djebali Chifa}
}
@mastersthesis {5724,
	title = {R{\'e}alisation d\&$\#$39;une application de e-gestion de stock et de personnel d\&$\#$39;une entreprise industrielle},
	year = {2015},
	author = {Bennezzar Heythem}
}
@mastersthesis {5723,
	title = {Cr{\'e}ation d\&rsquo;une biblioth{\`e}que num{\'e}rique des m{\'e}moires Master en G{\'e}nie Industriel},
	year = {2015},
	author = {Taghlalet Imen}
}
@mastersthesis {5722,
	title = {Application de la logique floue pour contr{\^o}ler le four d\&rsquo;une cimenterie},
	year = {2015},
	author = {Boukhalfa Nacer-Eddine}
}
@mastersthesis {5721,
	title = {Commande d\&$\#$39;un robot mobile {\`a} trajectoire fixe},
	year = {2015},
	author = {Guenfoud Maroine}
}
@mastersthesis {5720,
	title = {Application de SVM \&amp; ELM Pour r{\'e}soudre le probl{\`e}me de classification},
	year = {2015},
	author = {Bendifallah Dalal and Bourfia Halima}
}
@book {5715,
	title = {Application of Neural Network for Pattren Recognition of Plants Leaves, ISBN-10 : 3659815772 / ISBN-13 : 978-3659815775},
	year = {2015},
	pages = {88 pages},
	publisher = {Lambert Academic Publishing},
	organization = {Lambert Academic Publishing},
	abstract = {This work appears in pattern recognition in the agronomic domain, especially for the identification of the leaves of plants, while using the adaptive technique of neuronal networks. In this article, we will expose our tool; which is intended for two categories of specialists, the first consisting of researchers in the field of botany, as the second, so all scientists, who may use this work in their own applications. We will expose also, the capacities of generalization of the neuronal networks and their implementation to our problem.},
	url = {https://www.amazon.fr/Application-Neural-Network-Pattren-Recognition/dp/3659815772},
	author = {Abdelhadi Adel and Kadri Ouahab}
}
@proceedings {5160,
	title = {
	Photovoltaic module simultaneous open-and short-circuit faults modeling and detection using the I-V characteristic


 

},
	journal = {IEEE International Symposium on Industrial Electronics Jun , Buzios - Rio de Janeiro, Brazil},
	year = {2015},
	pages = {919-924},
	abstract = {This paper created a new research space in the faults modeling and detection area of the industrial systems, especially photovoltaic generators. It reserved for modeling and detection the hybrid defects, like the presence of cells open- and short-circuit within the same photovoltaic cells group. For a small investment, the new algorithm created a new platform. It exposed a display screen of the database, which presented the power of the PV module production in each period. The display screen allows real-time monitoring of the PV module production throughout the year, and detecting its anomalies.},
	url = {https://ieeexplore.ieee.org/document/7281582}
}
@article {5148,
	title = {SKACICM a method for development of knowledge management and innovation system e-KnowSphere,  ISSN /e-ISSN 1755-8255 / 1755-8263},
	journal = {International, Journal. Knowledge and Web Intelligence},
	volume = {Vol 5},
	number = {issue 2},
	year = {2015},
	pages = {105-126},
	abstract = {The purpose of this paper is to propose a hybrid method SKACICM of development of knowledge management systems. Based on weaknesses of the method of performance dashboards SKANDIA, we proposed a pragmatisation and adaptation of Skandia to give ASKANDIA, by enrichment of its performance book. We ameliorated CICM model against the requirements of GERAM to give ACICM model by mappings between their proposed metamodels. We tried to hybridise ACICM, ASKANDIA and business intelligence to propose a new method SKACICM of development of knowledge management systems. We applied SKACICM on a cement company to develop software containing three main modules, module knowledge management, module business intelligence and performance dashboard system. The developed system ameliorated the performance of the enterprise by 26\% and could be generalised to other manufacturing or service systems.},
	url = {https://dl.acm.org/doi/abs/10.1504/IJKWI.2015.075153},
	author = {Aitouche Samia and Mouss Mohamed Djamel and Kaanit Abdelghafour and Bouhafna Khayreddine}
}
@article {5147,
	title = {Smart algorithm based on the optimization of SVR technique by k-NNR method for the prognosis of the open-circuit and the reversed polarity faults in a PV generator,  ISSN / e-ISSN  1974-9821 / 2533-1701},
	journal = {International Review on Modelling and Simulations},
	volume = {Vol 8},
	number = {issue 1},
	year = {2015},
	pages = {863-870},
	abstract = {This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors.},
	url = {https://www.praiseworthyprize.org/jsm/index.php?journal=iremos\&page=article\&op=view\&path[]=16927},
	author = {Wail Rezgui and Mouss Nadia Kenza and Mouss Leila Hayet and Mouss Mohamed Djamel}
}
@article {5125,
	title = {Analysis of competitiveness level in an industrial company using a continuous improvement-based approach, ISSN / e-ISSN 1479-2494 / 1479-2753},
	journal = {International Journal of Six Sigma and Competitive Advantage },
	volume = {Vol 9},
	number = {2/3/4},
	year = {2015},
	pages = {87-108},
	abstract = {In recent years, companies have emerged in an advanced competitive environment. To meet the requirements of cost reduction, customer demand, minimising delays, quality and variety improvement, companies must improve their performance to remain competitive, survive and expand. To achieve this goal, several models are used such as total quality management, Kaizen, just in time, enterprise resource planning, business process reengineering and Six Sigma, etc. In this work, we look for an effective model (drawn from Six Sigma approach) used mainly to warrant the competitiveness of a company denoted as the weighted defects per million opportunities model. The aim of this paper is to apply this model to measure process levels (weights) and assess the company competitiveness. The results of this model are applied in a real manufacturing system which produces gas bottles.},
	url = {https://www.researchgate.net/publication/297943401_Analysis_of_competitiveness_level_in_an_industrial_company_using_a_continuous_improvement-based_approach},
	author = {Aouag Hichem and Kobi Abdessamad and Mechenene Athmane}
}
@proceedings {5085,
	title = {Contr{\^o}le flou et marche automatique d\&rsquo;un atelier de broyage cru d\&rsquo;une cimenterie en utilisant Fuzzy Control++ et PCS 7},
	journal = {JEJS{\textquoteright}2015 2{\`e}m ejourn{\'e}es d{\textquoteright}{\'e}tudes des jeunes scientifiques 24 \& 25 Mai  Batna, Alg{\'e}rie},
	year = {2015},
	author = {Zermane Hanane}
}
@article {5043,
	title = {SCADA system for the modeling and optimization of oil collecting pipeline network: A case study of hassi messaoud oilfield ISSN / e-ISSN 2040-7459 /  2040-7467},
	journal = {Research Journal of Applied Sciences, Engineering and Technology },
	volume = {Vol 10},
	number = {Issue 7 },
	year = {2015},
	pages = {789-804},
	abstract = {This study aims are data acquisition, control and online modeling of an oil collection pipeline network using a SCADA {\guillemotleft}Supervisory Control and Data Acquisition{\guillemotright} system, allowing the optimization of this network in real time by creating more exact models of onsite facilities. Indeed, fast development of computing systems makes obsolete usage of old systems for which maintenance became more and more expensive and their performances don{\textquoteright}t comply any more with modern company operations. SCADA system is a telemetry and control system adapted for particular requirements of an oilfield management. Thanks to its different functions, we take advantage of this system to solve production problems especially those related to oil collecting pipeline network. In fact this network is confronted to some problems, in particular pressure losses which has significant effect on the production. This problem can be taken under control by the awareness of pipeline network operation and all its process data (especially junctions) in real time. This will allow online creation of representative and accurate computerized models for the oil collecting pipeline network including producing wells, collecting pipelines, manifolds and others facilities.},
	url = {https://www.researchgate.net/publication/285429170_SCADA_System_for_the_Modeling_and_Optimization_of_Oil_Collecting_Pipeline_Network_A_Case_Study_of_Hassi_Messaoud_Oilfield},
	author = {Aouadj Mounir and Naceri Farid and Touileb Mustapha and Sellami Dorra}
}
@article {5042,
	title = {Comparison and prioritisation of measurement methods of intellectual capital; IC-dVal, VAIC and NICI, ISSN / e-ISSN  1479-4853 / 1479-4861},
	journal = {International Journal of Learning and Intellectual Capital },
	volume = {12},
	number = {2},
	year = {2015},
	abstract = {The purpose of this paper is to compare between three methods of intellectual capital (IC) measurement; intellectual capital dynamic valuation (IC-dVal), value added intellectual coefficient (VAIC), and national intellectual capital index (NICI). The three methods are the most used in practice; we used 24 criteria covering important aspects of IC to do general comparison. According to ten criteria, we compared and prioritised them using analytic hierarchy process (AHP). The results of this comparison show that the methods are close for some criteria and distant for other criteria. The prioritisation with AHP found that NICI method is the most method responding to the criteria, namely: macro measure, guidelines of the method, dynamic valuation, involved levels of business, usability by stakeholders, covered aspects of IC, quantifiability, frequency of use and applicability. IC-dVal is the second one and VAIC is the third method responding to the criteria. The analysis could give more significant results using larger set of criteria. This is the first research prioritising methods of measurement of IC using AHP analysis.},
	url = {https://www.researchgate.net/publication/276178196_Comparison_and_prioritisation_of_measurement_methods_of_intellectual_capital_IC-dVal_VAIC_and_NICI},
	author = {Aitouche Samia and Mouss Nadia Kinza and Mouss Mohamed Djamel and Kaanit Abdelghafour and Marref Tarek}
}
@article {5041,
	title = {Smart algorithm based on the optimization of SVR technique by k-NNR method for the prognosis of the open-circuit and the reversed polarity faults in a PV generator},
	journal = {IREMOS  International Review on Modelling and Simulations..  5197 DOI: https://doi.org/10.15866/iremos.},
	volume = {Vol 8 },
	number = { issue 1},
	year = {2015},
	pages = {18-25},
	abstract = {This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors.},
	url = {https://hal.archives-ouvertes.fr/hal-01154195/document},
	author = {Rezgui Wail and Mouss Nadia Kinza and Mouss Leila Hayet and Mouss Med Djamel and Amirat Yassine and Benbouzid Mohamed}
}
@article {5040,
	title = {SKACICM a method for development of knowledge management and innovation system e-KnowSphere, ISSN / e-ISSN 1755-8255 / 1479-4861},
	journal = {International Journal of Knowledge and Web Intelligence},
	volume = {Vol 5},
	number = {No 2},
	year = {2015},
	abstract = {The purpose of this paper is to propose a hybrid method SKACICM of development of knowledge management systems. Based on weaknesses of the method of performance dashboards SKANDIA, we proposed a pragmatisation and adaptation of Skandia to give ASKANDIA, by enrichment of its performance book. We ameliorated CICM model against the requirements of GERAM to give ACICM model by mappings between their proposed metamodels. We tried to hybridise ACICM, ASKANDIA and business intelligence to propose a new method SKACICM of development of knowledge management systems. We applied SKACICM on a cement company to develop software containing three main modules, module knowledge management, module business intelligence and performance dashboard system. The developed system ameliorated the performance of the enterprise by 26\% and could be generalised to other manufacturing or service systems.},
	url = {https://dl.acm.org/doi/abs/10.1504/IJKWI.2015.075153},
	author = {Aitouche Samia and Mouss Med Djamel and Mammeri Walid and Chabbi Abdeldjalil}
}
@proceedings {4978,
	title = {Contr{\^o}le flou et marche automatique d\&rsquo;un atelier de broyage cru d\&rsquo;une cimenterie en utilisant Fuzzy Control++ et PCS 7},
	journal = {JEJS{\textquoteright}2015 2{\`e}mejourn{\'e}es d{\textquoteright}{\'e}tudes des jeunes scientifiques, 24 \& 25 Mi  Batna, Alg{\'e}rie},
	year = {2015},
	author = {Zermane Hanane}
}
@proceedings {4963,
	title = {Optimal Planning of Nurses\&rsquo; Redeployment at Patient Overflow, ISSN  / ISBN  978-94-62520-74-5  / 2352-538X},
	journal = {Proceedings of the 2015 AASRI International Conference on Circuits and Systems},
	year = {2015},
	abstract = {In order to provide to his patients a quality medical service at lower cost, the General Administration Department of a University Hospital wants to maintain the number of the allocated nurses as low as possible while guaranteeing a satisfying level of health care. The nurses{\textquoteright} redeployment is an optimization problem that falls under the category of integer linear programming problems whose graphical model is a digraph. The mathematical model is composed of an objective function of several interdependent variables to be obtained and some equality and side constraints that the General Administration Department should not violate in order to achieve satisfaction. The solution of this kind of problems rests on the use of an iterative method known as the simplex algorithm.},
	url = {https://www.atlantis-press.com/proceedings/cas-15/23017},
	author = {Bellala Djamel}
}
@proceedings {4930,
	title = {Smart diagnosis algorithm of the open-circuit fault in a photovoltaic generator, ISBN: 978-1-4799-8212-7},
	journal = {CEIT, 2015 3rd International Conference on Control, Engineering \& Information Technology},
	year = {2015},
	abstract = {This article proposed a new smart diagnosis algorithm of the open-circuit fault in a PV generator. For the faults conventional diagnosis, it used the analysis of the actual operation parameters of the PV generator. For the faults smart diagnosis, it based on the optimization of SVM technique by the neural network for the classification of observations located on its margin. The resulting algorithm can ensure a better monitoring function of the open-circuit fault within the PV generator, with a high classification rate and a low error rate.},
	url = {https://ieeexplore.ieee.org/abstract/document/7233125?section=abstract},
	author = {Wail Rezgui}
}
@proceedings {4929,
	title = {New Algorithm for the IV Characteristic Modeling of the Photovoltaic Generator Malfunction within Impedance and Reversed Polarity Faults},
	journal = {IEEE EFEA Third International Symposium on Environment Friendly Energies and Applications},
	year = {2015},
	pages = {pp. 506-512},
	abstract = {In this paper, we proposed a new methodology that can improved and developed the faults detection and diagnosis methods of the photovoltaic generator, especially when it subjected to the impedance and reversed polarity defects. This proposed algorithm is based on the mathematical modeling of the IV characteristic, of the faulty photovoltaic generator hierarchies as: cell, cells group, module, string and the entire generator, when they submitted to one or more of: cells, bypass and blocking diodes in impedance and reversed polarity faults. This new methodology can facilitated the study of the faulty generator characteristics, and obtained a database for the learning phase and the classification of the new observations collected on the system during its operation. NOMENCLATURE I_phi = Photo-Current. N_Cells = Cells Number in Each Group. N_Groups = Groups Number in Each Module. N_Modules = Modules Number in Each String. N_Strings = Strings Number in the Generator. V_Cell_Imp = Cell Voltage Imposed. I_Cells = Cell Current. V_Cells = Cell Voltage. I_PV = Generator Current. V_PV = Generator Voltage. R_S = Cell Series Resistance. R_SH = Cell Shunt Resistance. I_S1 = Reverse Saturation Current of 1 st Diode. I_S2 = Reverse Saturation Current of 2 nd Diode. m1 = Ideality Factors of 1 st Diode. m2 = Ideality Factors of 2 nd Diode.},
	url = {https://hal.archives-ouvertes.fr/hal-01154205},
	author = {Mouss Leila Hayet}
}
@article {4902,
	title = {Fault Diagnosis of Manufacturing Systems Using AntTreeStoch with Parameter Optimization by ACO, ISSN / e-ISSN  1738-494X / 1976-3824},
	journal = {J MECH SCI TECHNOL},
	year = {2015},
	abstract = {In this paper, we propose diagnostic modules for complex and dynamic systems. These modules are based on three ant colony algorithms, which are AntTreeStoch, Lumer \&amp; Faieta and Binay ant colony. We chose these algorithms for their simplicity and their wide application range. However, we cannot use these algorithms in their basement forms as they have several limitations. To use these algorithms in a diagnostic system, we have proposed three variants. We have tested these algorithms on datasets issued from two industrial systems which are clinkering system and pasteurization system.},
	url = {https://www.researchgate.net/publication/285578275_Fault_Diagnosis_of_Manufacturing_Systems_Using_AntTreeStoch_with_Parameter_Optimization_by_ACO},
	author = {Kadri Ouahab and Mouss Leila Hayet}
}
@book {3596,
	title = {Am{\'e}lioration du processus de d{\'e}veloppement de produit \&ndash; Cas d\&rsquo;une entreprise Alg{\'e}rienne, ISSN/ISBN},
	year = {2015},
	publisher = {~Editions universitaires europeennes EUE Buch},
	organization = {~Editions universitaires europeennes EUE Buch},
	author = {Benzouai Messaoud and Smadi Hacene}
}
@proceedings {3595,
	title = {The optimization of a conventional scheluding problem},
	journal = {Journ{\'e}e d{\textquoteright}{\'e}tudes des jeunes scientifiques, Batna 2015},
	year = {2015},
	author = {Boukalkoul Zakaria}
}
@proceedings {3550,
	title = {A Tabu search heuristic for an integrated production-distribution problem with clustered retailers},
	journal = {MIM 2016 - 8th IFAC Conference on Manufacturing Modelling and control},
	year = {2015},
	author = {Senoussi Ahmed}
}
@proceedings {3532,
	title = {An effective Genetic Algorithm For The Flexible Job Shop Scheduling Problems Qu{\'e}bec, CANADA 26,28 octobre},
	journal = {CIGI 11 Congres International de G{\'e}nie Industriel},
	year = {2015},
	url = {http://www.simagi.polymtl.ca/cigi2011/articles/_Bentrcia-Proposition.pdf},
	author = {Mouss kinza Nadia}
}
@proceedings {3525,
	title = {Optimal Planning of Nurses\&rsquo; Redeployment at Patient Overflow, ISBN: 978-3-03785-277-4},
	journal = {(CAS 2015) International Conference on Circuits and Systems   },
	year = {2015},
	author = {Bellala Djamel}
}
@proceedings {3521,
	title = {Effective meta-heuristic algorithm for solving a multi-criteria job-shop scheduling problem with maintenance activities},
	journal = { (ICIST 2015) The 5th International Conference on Information Systems and Technologies},
	year = {2015},
	url = {http://www.ijist.net/ICIST15  /proceedings/START.htm},
	author = {Smadi Hacene}
}
@proceedings {3511,
	title = {Optimal Planning of Nurses\&rsquo; Redeployment at Patient Overflow, ISBN  978-3-03785-277-4},
	journal = {(CAS 2015) International Conference on Circuits and Systems},
	year = {2015},
	url = {DOI: 10.1109/CSAE.2011.5952917},
	author = {Bellala Djamel}
}
@proceedings {3505,
	title = {Smart diagnosis algorithm of the open-circuit fault in a photovoltaic generator, ISBN: 978-1-4799-8212-7  },
	journal = {(CEIT), 2015 3rd International Conference onControl, Engineering \& Information Technology},
	year = {2015},
	url = {DOI: 10.1109/CEIT.2015.7233125},
	author = {Rezgui Wail}
}
@proceedings {3488,
	title = {Photovoltaic module simultaneous open-and short-circuit faults modeling and detection using the I\&ndash;V characteristic},
	journal = {(ISIE 2015 IEEE) The 24th International Symposium on Industrial Electronics},
	year = {2015},
	url = {DOI: 10.1109/ISIE.2015.7281582},
	author = {Mouss Leila-Hayet}
}
@proceedings {3425,
	title = {Smart diagnosis algorithm of the open-circuit fault in a photovoltaic generator, ISBN: 978-1-4799-8212-7 },
	journal = { (CEIT), 2015 3rd International Conference onControl, Engineering \& Information Technology},
	year = {2015},
	url = {DOI: 10.1109/CEIT.2015.7233125},
	author = {Rezgui Wail}
}
@proceedings {3411,
	title = {Photovoltaic module simultaneous open-and short-circuit faults modeling and detection using the I\&ndash;V characteristic},
	journal = {(ISIE 2015 IEEE) The 24th International Symposium on Industrial Electronics},
	year = {2015},
	url = {DOI: 10.1109/ISIE.2015.7281582},
	author = {Mouss Leila-Hayet}
}
@book {3398,
	title = {Contribution {\`a} la commande adaptative floue tol{\'e}rante aux fautes, ISSN/ISBN 10: 3841671896, EAN: 9783841671899},
	year = {2015},
	pages = {152 pages},
	publisher = {Editions universitaires europ{\'e}ennes },
	organization = {Editions universitaires europ{\'e}ennes },
	abstract = {La croissance de processus automatis{\'e} complexe dans les installations industrielles n{\'e}cessite, une surveillance continue en vue d{\textquoteright}assurer leur fiabilit{\'e}, leur disponibilit{\'e}, leur s{\^u}ret{\'e} de fonctionnement et surtout leur tol{\'e}rance aux fautes. Pour cela, le d{\'e}veloppement d{\textquoteright}outils d{\textquoteright}analyse du comportement du syst{\`e}me dynamique, permettant de le maintenir en fonctionnement normal en pr{\'e}sence de fautes est n{\'e}cessaire. Ces outils doivent permettre de maintenir un niveau minimal de s{\'e}curit{\'e} et garantir la stabilit{\'e} et la robustesse du processus. ces travaux concernent l{\textquoteright}{\'e}tude de diagnostic des actionneurs tout en {\'e}tablissant une commande tol{\'e}rante aux fautes s{\textquoteright}appuyant sur les techniques de commande avanc{\'e}es pour garantir la robustesse et la stabilit{\'e} du syst{\`e}me. Pour contourner les probl{\`e}mes de stabilit{\'e} et de robustesse en pr{\'e}sence de d{\'e}fauts, deux commandes adaptative floue directe et indirecte ont {\'e}t{\'e} {\'e}tablies. Dans les deux cas la robustification est obtenue par mode glissant. Afin de rendre la commande insensible aux bruits de mesure et aux perturbations et de prendre en compte les incertitudes non exploit{\'e}es par les syst{\`e}mes flous type-1, les syst{\`e}mes flous type-2 sont introduits.},
	url = {https://www.amazon.fr/Contribution-commande-adaptative-tol\%C3\%A9rante-fautes/dp/3841671896},
	author = {Benbrahim Merieml and Essounbouli  Nadjib and Beta Ammar}
}
@inbook {3397,
	title = {Fuzzy Modeling of the Single Machine Scheduling Problems including the Learning Effect, ISBN 978-3-319-23349-9},
	booktitle = {Metaheuristics for Production Systems},
	year = {2015},
	pages = {315-348},
	publisher = {Springer, Cham},
	organization = {Springer, Cham},
	abstract = {In this chapter, we consider the single machine scheduling problem including uncertain parameters and position based learning effect with the aim to minimize the weighted sum of jobs completion times. Due to the ill-known quantities within the model, the determination procedures of optimal solutions in the conventional way is not an affordable task and more elaborated frameworks should be developed. In this context, we introduce two solution approaches for the proposed fuzzy scheduling problem in order to obtain an exact or a satisfactory near optimal solution. The first approach is based on the extension of the well-known Smith{\textquoteright}s rule resulting in a polynomial algorithm with a complexity O(n l o g(n)). However, a severe constraint on jobs (fuzzy agreeability concept) should be satisfied in this case. The second approach based on optimization methods is built upon the assumption of unequal fuzzy release dates in addition to the absence of fuzzy agreeability constraint. Three trajectory based metaheuristics (Simulated annealing, taboo search and kangaroo search) are implemented and applied to solve the resulting problem. For the proposed methods throughout the chapter, several numerical experimentations jointly with statistical deductions are provided.},
	url = {https://link.springer.com/chapter/10.1007/978-3-319-23350-5_14},
	author = {Bentrcia Toufik and Mouss Leila Hayet}
}
@article {3352,
	title = {Analysis of competitiveness level in an industrial company using a continuous improvement based approach, ISSN/ISBN 1479-27531479-2494},
	journal = {IJSSCA International journal of Six sigma and Competetive Advantage},
	volume = {Vol 9},
	number = { n{\textdegree}3},
	year = {2015},
	pages = {pp 87-108 },
	abstract = {In recent years, companies have emerged in an advanced competitive environment. To meet the requirements of cost reduction, customer demand, minimising delays, quality and variety improvement, companies must improve their performance to remain competitive, survive and expand. To achieve this goal, several models are used such as total quality management, Kaizen, just in time, enterprise resource planning, business process reengineering and Six Sigma, etc. In this work, we look for an effective model (drawn from Six Sigma approach) used mainly to warrant the competitiveness of a company denoted as the weighted defects per million opportunities model. The aim of this paper is to apply this model to measure process levels (weights) and assess the company competitiveness. The results of this model are applied in a real manufacturing system which produces gas bottles.},
	url = {https://hal.archives-ouvertes.fr/hal-01392070},
	author = {Aoueg Hicham and Mechennene Athmane}
}
@article {3351,
	title = {Comparison and prioritisation of measurement methods of intellectual capital; IC-dVal, VAIC and NICI,  ISSN 1755-8263},
	journal = {IJLIC International journal of learning and intellectual capital},
	volume = {Vol. 12},
	number = { N{\textdegree}2},
	year = {2015},
	pages = {122 - 145},
	abstract = {The purpose of this paper is to compare between three methods of intellectual capital (IC) measurement; intellectual capital dynamic valuation (IC-dVal), value added intellectual coefficient (VAIC), and national intellectual capital index (NICI). The three methods are the most used in practice; we used 24 criteria covering important aspects of IC to do general comparison. According to ten criteria, we compared and prioritised them using analytic hierarchy process (AHP). The results of this comparison show that the methods are close for some criteria and distant for other criteria. The prioritisation with AHP found that NICI method is the most method responding to the criteria, namely: macro measure, guidelines of the method, dynamic valuation, involved levels of business, usability by stakeholders, covered aspects of IC, quantifiability, frequency of use and applicability. IC-dVal is the second one and VAIC is the third method responding to the criteria. The analysis could give more significant results using larger set of criteria. This is the first research prioritising methods of measurement of IC using AHP analysis.},
	url = {https://www.inderscience.com/info/inarticle.php?artid=68984},
	author = {Aitoche Samia and Mouss kinza Nadia and Mouss Med Djamel}
}
@article {3341,
	title = {Modeling and solving a one supplier multi-vehicle production-inventory-distribution ptoblem xith clustered retailers,  ISSN/ISBN 0268-3768 / 1433-3015},
	journal = {INT J ADV MANUF TECH},
	volume = {Volume 85},
	number = { Issue 5{\textendash}8},
	year = {2015},
	pages = {pp 971{\textendash}989},
	abstract = {This paper considers a supply chain management problem which integrates production, inventory, and distribution decisions. The supply chain is composed of one supplier production facility and several retailers located in a given geographic region. The supplier is responsible for the production and the replenishment of the inventory of retailers, in a vendor managed inventory (VMI) context. The distance between retailers is negligible compared to the distance between the supplier and the retailers{\textquoteright} region. Thus, for each vehicle, there is a major fixed cost for traveling to the cluster of retailers and a minor fixed cost for visiting each individual retailer. The problem consists of determining quantities to be produced, quantities to be delivered to retailers, vehicles to be used, and retailers to be serviced by each vehicle. This problem is an extension of the one warehouse multi-retailer problem with the consideration of production planning and storage and vehicle capacity limitations in addition to fixed vehicle utilization costs and retailer servicing costs. The objective is to minimize a total cost composed of production, transportation, and inventory holding costs at the supplier and at the retailers. Two mixed integer linear programming formulations are proposed and six families of valid inequalities are added to strengthen these formulations. Two of these families are new and the others are adapted from the literature. The numerical results show that the valid inequalities considerably improve the quality of the formulations. Moreover, the parameters that influence the most computational times are analyzed},
	url = {https://link.springer.com/article/10.1007/s00170-015-7966-5},
	author = {Senoussi Ahmed and Mouss kinza Nadia and Dauzere-Peres}
}
@article {3340,
	title = {A New Genetic Algorithm or the Flexible Job Shop scheduling problems, ISSN/ISBN 1738-494X / 1976-3824},
	journal = {J MECH SCI TECHNOL},
	volume = {Volume 29},
	number = {Issue 3},
	year = {2015},
	pages = { pp 1273{\textendash}1281},
	abstract = {Flexible job-shop scheduling problem (FJSP), which is proved to be NP-hard, is an extension of the classical job-shop scheduling problem. In this paper, we propose a new genetic algorithm (NGA) to solve FJSP to minimize makespan. This new algorithm uses a new chromosome representation and adopts different strategies for crossover and mutation. The proposed algorithm is validated on a series of benchmark data sets and tested on data from a drug manufacturing company. Experimental results prove that the NGA is more efficient and competitive than some other existing algorithms.},
	url = {https://link.springer.com/article/10.1007/s12206-015-0242-7},
	author = {Driss Imen and Mouss kinza Nadia and Laggoun Assia}
}
@article {3339,
	title = {Evaluation of optimality in the fuzzy single machine scheduling problem including discounted costs,  ISSN/ISBN 0268-3768/1433-3015},
	journal = {INT J ADV MANUF TECH},
	volume = {Volume 80},
	number = {Issue 5},
	year = {2015},
	pages = {pp 1369{\textendash}1385 },
	abstract = {The single machine scheduling problem has been often regarded as a simplified representation that contains many polynomial solvable cases. However, in real-world applications, the imprecision of data at the level of each job can be critical for the implementation of scheduling strategies. Therefore, the single machine scheduling problem with the weighted discounted sum of completion times is treated in this paper, where we assume that the processing times, weighting coefficients and discount factor are all described using trapezoidal fuzzy numbers. Our aim in this study is to elaborate adequate measures in the context of possibility theory for the assessment of the optimality of a fixed schedule. Two optimization approaches namely genetic algorithm and pattern search are proposed as computational tools for the validation of the obtained properties and results. The proposed approaches are experimented on the benchmark problem instances and a sensitivity analysis with respect to some configuration parameters is conducted. Modeling and resolution frameworks considered in this research offer promise to deal with optimality in the wide class of fuzzy scheduling problems, which is recognized to be a difficult task by both researchers and practitioners.},
	url = {https://link.springer.com/article/10.1007/s00170-015-7100-8},
	author = {Bentercia Toufik and Mouss Leila Hayet and Mouss kinza Nadia}
}
@article {3227,
	title = {Auditing of Energy Use and Costs Analysis in the Algerian Agro Food Sector: A Case Study in Three Dairies, ISSN/ISBN 0199-8595/1546-0118},
	journal = {JAEE Journal of the Association of Energy Engineering Auditing of Energy Use and Costs Analysis in the Algerian },
	year = {2015},
	abstract = {The industrial sector accounts for almost one fourth of the final energy consumption in Algeria. An energy survey was carried out in three Algerian dairies, and the energy use and cost analysis is presented in this article. Electricity and natural gas are the main resources that are used in the dairy industry. The specific energy consumption related to electricity and natural gas was found to be in the ranges of 0.03{\textendash}0.08 kWh/kg and 0.10-0.22 kWh/kg respectively. Also, a relationship of energy consumption, energy costs and production is presented and the findings could be used to establish an energy management system aimed at using energy more efficiently. Finally, this paper calls for more investigations of other industries to obtain reliable indicators.},
	url = {https://www.tandfonline.com/doi/full/10.1080/01998595.2016.11668652},
	author = {Boutagriout Badreddine and Hamouda Cha{\^a}bane and Smadi Hacene}
}
@article {3226,
	title = {Comparison and prioritization of measurement methods of intellectual capital, IC-dVal, VAIC and NICI, Janvier  ISSN/ISBN 1755-8263/1479-4853},
	journal = {IJLIC International journal of learning and intellectual capital},
	volume = {Vol. 12},
	number = {N{\textdegree}2 },
	year = {2015},
	pages = {pp 122-145},
	abstract = {The purpose of this paper is to compare between three methods of intellectual capital (IC) measurement; intellectual capital dynamic valuation (IC-dVal), value added intellectual coefficient (VAIC), and national intellectual capital index (NICI). The three methods are the most used in practice; we used 24 criteria covering important aspects of IC to do general comparison. According to ten criteria, we compared and prioritised them using analytic hierarchy process (AHP). The results of this comparison show that the methods are close for some criteria and distant for other criteria. The prioritisation with AHP found that NICI method is the most method responding to the criteria, namely: macro measure, guidelines of the method, dynamic valuation, involved levels of business, usability by stakeholders, covered aspects of IC, quantifiability, frequency of use and applicability. IC-dVal is the second one and VAIC is the third method responding to the criteria. The analysis could give more significant results using larger set of criteria. This is the first research prioritising methods of measurement of IC using AHP analysis},
	url = {https://www.inderscience.com/info/inarticle.php?artid=68984},
	author = {Aitoche Samia and Mouss Med Djamel and Kaanit Abdelghafor}
}
@article {3225,
	title = {SKACICM a method for development of knowledge management and innovation system e-KnowSphere, Janvier, ISSN/ISBN 1755-8263/1479-4861},
	journal = { IJKWI. International journal of knowledge and web intelligence},
	volume = {Vol. 6 },
	number = {N{\textdegree} 1},
	year = {2015},
	pages = {pp.105{\textendash}126},
	abstract = {
	The purpose of this paper is to propose a hybrid method\&nbsp;SKACICM of development of knowledge management systems. Based on\&nbsp;weaknesses of the method of performance dashboards SKANDIA, we proposed\&nbsp;a pragmatisation and adaptation of Skandia to give (ASKANDIA), by\&nbsp;enrichment of its performance book. We ameliorated CICM model against the\&nbsp;requirements of GERAM to give ACICM model by mappings between\&nbsp;their proposed metamodels. We tried to hybridise ACICM, ASKANDIA\&nbsp;and business intelligence to propose a new method SKACICM of development\&nbsp;of knowledge management systems. We applied SKACICM on a cement\&nbsp;company to develop software containing three main modules, module\&nbsp;knowledge management, module business intelligence and performance\&nbsp;dashboard system. The developed system ameliorated the performance of the\&nbsp;enterprise by 26\% and could be generalised to other manufacturing or service\&nbsp;systems.

},
	url = {10.1504/IJKWI.2015.075153},
	author = {Aitoche Samia and Mouss Med Djamel and Kaanit Abdelghafor}
}
@article {3224,
	title = {An effective Meta-Heuristic Algoritm for solve multicriteria job Jhop Scheluding problem with maintenance activitie, ISSN/ISBN 2040-7459/1479-4861},
	journal = {RJSAET.Research Journal of Applied Sciences Engineering and technology},
	volume = {Vol. 11},
	number = {issue 9},
	year = {2015},
	pages = {pp. 01-12},
	abstract = {In this study, a metaheuristic based on the Non-dominated Sorting Genetic Algorithm type II (NSGA-II) is proposed to solve the Multi-Criterions Job Shop Scheduling Problem (MCJSSP) under resources availability constraints. Availability periods and starting time of maintenance activities are supposed to be flexible. The MCJSSP requires, simultaneous minimization several antagonistic criteria, such as the maximum completion time of all jobs (Makespan), production cost and maintenance cost. To validate the proposed approach we tested it on forty-four instances references. The results show that our approach is experimentally promising to solve practical problems.},
	url = {http://dx.doi.org/10.19026/rjaset.11.2134},
	author = {Bahmani Younes and Smadi Hacene and Benzouai Mzssaoud}
}
@article {3072,
	title = {Comparison and prioritization of measurement methods of intellectual capital; IC-dVal, VAIC and NICI, Janvier, ISSN/ISBN 1755-8263/1479-4853},
	journal = { IJLIC International journal of learning and intellectual capital },
	volume = {Vol. 12},
	number = {N{\textdegree}2},
	year = {2015},
	pages = {pp 122-145 },
	abstract = {The purpose of this paper is to compare between three methods of intellectual capital (IC) measurement; intellectual capital dynamic valuation (IC-dVal), value added intellectual coefficient (VAIC), and national intellectual capital index (NICI). The three methods are the most used in practice; we used 24 criteria covering important aspects of IC to do general comparison. According to ten criteria, we compared and prioritised them using analytic hierarchy process (AHP). The results of this comparison show that the methods are close for some criteria and distant for other criteria. The prioritisation with AHP found that NICI method is the most method responding to the criteria, namely: macro measure, guidelines of the method, dynamic valuation, involved levels of business, usability by stakeholders, covered aspects of IC, quantifiability, frequency of use and applicability. IC-dVal is the second one and VAIC is the third method responding to the criteria. The analysis could give more significant results using larger set of criteria. This is the first research prioritising methods of measurement of IC using AHP analysis.},
	url = {https://ideas.repec.org/a/ids/ijlica/v12y2015i2p122-145.html},
	author = {Aitoche Samia and Mouss Leila Hayet and Kaanit Abdelghafour}
}
@article {3067,
	title = {Smart Algorithm Based on the Optimization of SVR Technique by k-NNR Method for the Prognosis of the Open-Circuit and the Reversed Polarity Faults in a PV Generator, Decembre, ISSN/ISBN 1974-98211974-983X},
	journal = {IREMOS International Review on Modelling and Simulations.},
	volume = { Vol 8},
	number = {N{\textdegree}5},
	year = {2015},
	pages = {pp .18-25},
	abstract = {This paper deals with a new smart algorithm allowing open-circuit and reversed polarity faults prognosis in photovoltaic generators. Its contribution lies on the optimization of support vector regression (SVR) technique by a k-NN regression tool (k-NNR) for undetermined outputs. To testing the performance of the proposed algorithm, we used a significant data base containing the generator functioning history, and as indicators we selected variance, standard deviation, Confidence interval, absolute and relative errors. Nomenclature PV Photovoltaic SVM Support Vector Machines SVR Support Vector Regression k-NNR k-Nearest Neighbor Regression X SVR input vector Y SVR output vector f Linear function Ф Nonlinear mapping function w Weight vector e Squared loss function x Problem variable x * New problem variable α Lagrange multipliers N Number of classes m Number of index of minimum distances I / V Current / Voltage IPH Photocurrent},
	url = {https://hal.archives-ouvertes.fr/hal-01154195},
	author = {Rezgui Wail and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3064,
	title = {SKACICM a method for development of knowledge management and innovation system e-KnowSphere, Janvier, ISSN/ISBN 1755-8255/1479-4861},
	journal = {JKWI. International journal of knowledge and web intelligence},
	volume = {Volume-6},
	number = { N{\textdegree} 1},
	year = {2015},
	author = {Aitoche Samia and Mouss Med Djamel and Mamri Walid}
}
@article {3003,
	title = {A Novel Approach for Mobile Maintenance Using Mobile Agents Technology and Mobile Devices, ISSN / ISBN 0219-6867 / 1793-6896},
	journal = {JAMS Journal of Advanced Manufacturing Systems},
	volume = {14},
	number = {2},
	year = {2015},
	pages = { pp. 55-74 },
	abstract = {The long use of a system causes its degradation. Hence, the maintenance activity is required in order to keep and improve the efficiency in the system. With the rapid development in networking technology, a need appears to change the manufacturing strategies. These new technologies improve the maintenance process, and establish remote maintenance (tele-maintenance, e-maintenance and m-maintenance). These kinds of maintenance try to provide personnel maintenance with the right information at the suitable time, which makes information available, anywhere and anytime. Our proposition is the use of mobile agent technology to reduce the maintenance costs and solve the problem of the unavailability of an expert in all phases of condition-based maintenance (CBM) strategy. The mobile agent technology overcomes a lot of problems and there is not much work that has used this technology. We have also used the web services (WS) to insure interoperability between machines and to support interaction over the network. Our approach gives great support to the maintenance engineer as it facilitates the access to decision-making support, work order, etc. which are available in the device like smartphone. This paper presents the development of a mobile maintenance support system based on mobile agent technology. The proposed system, the web and agent technology as well as remote communication were tested successfully.},
	url = {https://doi.org/10.1142/S0219686715500055},
	author = {Abid Khadidja and Mouss Leila Hayet and Kazar Okba and Kahloul Laid}
}
@article {1730,
	title = {Evaluation of optimality in the fuzzy single machine scheduling problem including discounted costs, September 2015, ISSN/ISBN: 0268-3768/ 1433-3015},
	journal = {The International Journal of Advanced Manufacturing Technology},
	volume = {80},
	number = {05},
	year = {2015},
	pages = {1369{\textendash}1385},
	abstract = {The single machine scheduling problem has been often regarded as a simplified representation that contains many polynomial solvable cases. However, in real-world applications, the imprecision of data at the level of each job can be critical for the implementation of scheduling strategies. Therefore, the single machine scheduling problem with the weighted discounted sum of completion times is treated in this paper, where we assume that the processing times, weighting coefficients and discount factor are all described using trapezoidal fuzzy numbers. Our aim in this study is to elaborate adequate measures in the context of possibility theory for the assessment of the optimality of a fixed schedule. Two optimization approaches namely genetic algorithm and pattern search are proposed as computational tools for the validation of the obtained properties and results. The proposed approaches are experimented on the benchmark problem instances and a sensitivity analysis with respect to some configuration parameters is conducted. Modeling and resolution frameworks considered in this research offer promise to deal with optimality in the wide class of fuzzy scheduling problems, which is recognized to be a difficult task by both researchers and practitioners.},
	url = {https://doi.org/10.1007/s00170-015-7100-8},
	author = {Bentercia Toufik and Mouss Leila Hayet and Mouss kinza Nadia}
}
