@mastersthesis {6180,
	title = {La M{\'e}thode monte carlo pour l\&rsquo;Analyse d\&rsquo;un syst{\`e}me de production :Aspect dysfonctionnelle},
	year = {2012},
	author = {Bouhidel lynda}
}
@mastersthesis {6179,
	title = {Les automates stochastiques pour l\&rsquo;{\'e}valuation des performances des syst{\`e}mes de production},
	year = {2012},
	author = {Benfarhi Amor}
}
@mastersthesis {6178,
	title = {Optimisation des flux dans un syst{\`e}me de production},
	year = {2012},
	author = {Smaili Yamina}
}
@mastersthesis {6177,
	title = {Etude du potentiel d\&$\#$39;energie thermique utilis{\'e} pour la production de l\&$\#$39;eau chaude dans l\&$\#$39;industrie agro alimentaire},
	year = {2012},
	author = {Bouakaz Amina}
}
@mastersthesis {6153,
	title = {Mise en ouvre de la m{\'e}thode MRP par GAMS CPLEX},
	year = {2012},
	author = {Anane Nadia}
}
@mastersthesis {6152,
	title = {Les crit{\`e}res de d{\'e}cision en un univers mesurable (Laplace,  maximax, wild)},
	year = {2012},
	author = {Hadadi Manal}
}
@mastersthesis {6151,
	title = {Risque li{\'e} au processus de conception d\&rsquo;un nouveau produit},
	year = {2012},
	author = {Belkhiri Rima}
}
@mastersthesis {6150,
	title = {Optimisation,  am{\'e}lioration et maitrise d\&rsquo;un syst{\`e}me industriel par approche performance},
	year = {2012},
	author = {Ghorab Nora}
}
@mastersthesis {6149,
	title = {D{\'e}cision sous incertitude utilisation des arbres de d{\'e}cisions},
	year = {2012},
	author = {Charmat Lamia}
}
@mastersthesis {6148,
	title = {Utilisation de la technique dynamique des options r{\'e}elles {\`a} la d{\'e}cision d\&$\#$39;investissement strat{\'e}gique},
	year = {2012},
	author = {Bachouche Soumia}
}
@mastersthesis {6147,
	title = {Am{\'e}lioration continue d\&$\#$39;une entreprise industrielle par l\&$\#$39;optimisation des processus lean six sigma},
	year = {2012},
	author = {Boukricha Imen}
}
@mastersthesis {6146,
	title = {Cadencement et analyse d\&$\#$39;une politique de gestion des op{\'e}rations},
	year = {2012},
	author = {Bekari Salim}
}
@mastersthesis {6054,
	title = {Etude des Instabilit{\'e}s dans une tige de forage p{\'e}trolier},
	year = {2012},
	author = {Soussa Abdelkrim}
}
@mastersthesis {6053,
	title = {Supervision de la Production dans un atelier flexible},
	year = {2012},
	author = {Berkani Khalil}
}
@mastersthesis {6052,
	title = {Informatisation de la Maintenance dans une entreprise textile},
	year = {2012},
	author = {AMEUR Zouina}
}
@mastersthesis {6051,
	title = {Optimisation de l\&rsquo;Ordonnancement des activit{\'e}s de Maintenance bas{\'e}e sur la fiabilit{\'e} d\&rsquo;un Syst{\`e}me de Production},
	year = {2012},
	author = {Rezzoug Lilia}
}
@mastersthesis {6050,
	title = {La ma{\^\i}trise de la qualit{\'e} par l\&rsquo;am{\'e}lioration continue des activit{\'e}s m{\'e}dicales dans le centre hospitalier},
	year = {2012},
	author = {Boulila Rima}
}
@mastersthesis {6049,
	title = {Ordonnancement de la maintenance et risques associ{\'e}s},
	year = {2012},
	author = {Sakhri-Laranene Kamel}
}
@mastersthesis {6021,
	title = {Simulation des performances d\&$\#$39;un syst{\`e}me thermique solaire {\`a} capteurs plans destin{\'e} pour les besoins {\'e}nerg{\'e}tiques d\&$\#$39;une laiterie; et calcul des co{\^u}ts },
	year = {2012},
	author = {Bedda Sabir}
}
@mastersthesis {6020,
	title = {Surveillance d\&rsquo;un proc{\'e}d{\'e} industriel},
	year = {2012},
	author = {Dagra Koraou}
}
@mastersthesis {6019,
	title = {R{\'e}alisation d\&rsquo;un syst{\`e}me de gestion de nomenclature},
	year = {2012},
	author = {Siabdellah Naouel}
}
@mastersthesis {6018,
	title = {Etude de l\&rsquo;interaction rotor palier},
	year = {2012},
	author = {Louai Salem}
}
@mastersthesis {6017,
	title = {Etat actuel de l\&$\#$39;ordonnancement de la production dans des syst{\`e}mes de type Job Shop},
	year = {2012},
	author = {Merzougui Lamia}
}
@mastersthesis {6016,
	title = {Recherche bibliographique  sur la maintenance dans des syst{\`e}mes de type Job Shop},
	year = {2012},
	author = {Menzer Salim}
}
@mastersthesis {6015,
	title = {La TPM un moyen d\&rsquo;am{\'e}lioration du rendement machine},
	year = {2012},
	author = {Boudlelal Imen}
}
@mastersthesis {6014,
	title = {Etude de l\&rsquo;ordonnancement via les r{\`e}gles de base},
	year = {2012},
	author = {Aberkane Naima}
}
@mastersthesis {6013,
	title = {Optimisation de l\&$\#$39;ordonnancement des taches de maintenance},
	year = {2012},
	author = {Kherbouche Djamel}
}
@mastersthesis {6012,
	title = {Analyse fonctionnelle d\&$\#$39;un syst{\`e}me hospitalier},
	year = {2012},
	author = {Benzaroual Yamina}
}
@mastersthesis {6011,
	title = {Surveillance d\&$\#$39;une ligne de production},
	year = {2012},
	author = {Djelloul Imene}
}
@mastersthesis {5948,
	title = {Supervision des systemes evolutifs par la reconnaissance des formes floues},
	year = {2012},
	author = {Bouchenaf Mourrad}
}
@mastersthesis {5946,
	title = {Optimisation d\&$\#$39;un processus de sondage effectu{\'e} par un robot bras manipulateur},
	year = {2012},
	author = {Medjhou Aicha}
}
@mastersthesis {5944,
	title = {Optimisation des Mesures de la s{\^u}ret{\'e} de Fonctionnement  au niveau de l\&rsquo;ON Batna},
	year = {2012},
	author = {Kabas Salah}
}
@mastersthesis {5941,
	title = {Conception d\&rsquo;un outil d\&rsquo;aide pour la d{\'e}tection et le diagnostic des d{\'e}faillances},
	year = {2012},
	author = {Belfarhi Nedjoua}
}
@mastersthesis {5817,
	title = {Les Syst{\`e}mes Immunitaires Artificiels  pour le diagnostic des syst{\`e}mes complexes},
	year = {2012},
	author = {Haboussi  Amar}
}
@mastersthesis {5816,
	title = {Reconnaissance d\&rsquo;objets dans une image: Application au tri contr{\^o}le de qualit{\'e}},
	year = {2012},
	author = {Bellal Salah-Eddine}
}
@mastersthesis {5815,
	title = {Contribution {\`a} la r{\'e}solution de conflits dans un environnement Multi-Robots},
	year = {2012},
	author = {Allaoua Derradji}
}
@mastersthesis {5814,
	title = {Conception et impl{\'e}mentation d\&rsquo;un syst{\`e}me expert  hybride pour le diagnostic d\&rsquo;un syst{\`e}me Industriel},
	year = {2012},
	author = {Bouznita Mohamed}
}
@mastersthesis {5813,
	title = {Le pronostic industriel par les syst{\`e}mes Neuro-flous : Application {\`a} un syst{\`e}me de production},
	year = {2012},
	author = {Benaicha Sonia}
}
@mastersthesis {5812,
	title = {Diagnostic des defaillances des machines eleclectriques},
	year = {2012},
	author = {Bichari Meriem}
}
@mastersthesis {5807,
	title = {Mod{\'e}lisation d\&$\#$39;un syst{\`e}me de production},
	year = {2012},
	author = {Mediaza Imen}
}
@mastersthesis {5806,
	title = {Contr{\^o}le flou et marche automatique d\&rsquo;un broyeur cru utilisant la plate forme Process Control System},
	year = {2012},
	author = {Bahloul Amine}
}
@mastersthesis {5805,
	title = {Approche distribu{\'e}e pour la mod{\'e}lisation et le diagnostic  des syst{\`e}mes de production},
	year = {2012},
	author = {Benaggoun Khaled}
}
@mastersthesis {5804,
	title = {Etude du Syst{\`e}me de Tra{\c c}abilit{\'e} dans l\&$\#$39;Industrie Agroalimentaire : le cas de Giplait},
	year = {2012},
	author = {Benfifi Hocine}
}
@mastersthesis {5803,
	title = {Conception d\&rsquo;un Syst{\`e}me de Management d\&rsquo;Information (MIS) d\&rsquo;un syst{\`e}me de production},
	year = {2012},
	author = {Guidjira Mamadou Mody}
}
@mastersthesis {5802,
	title = {Mod{\'e}lisation d\&$\#$39;un syst{\`e}me de production par service WEB},
	year = {2012},
	author = {Tafrount Aziza}
}
@conference {4673,
	title = {Development of a Fuzzy Expert system based on PCS7 and FuzzyControl++ Cement Mill control,  ISBN: 978-0-9853483-0-4},
	booktitle = {The International Conference on Informatics \& Applications ICIA University Sultan Zainal Abidin, Kuala Terengganu, Malaysia},
	year = {2012},
	pages = {pp 71-76},
	author = {Zermane Hanane and Mouss Leila Hayet and Benaicha Sonia}
}
@conference {4672,
	title = {NFPROG, un outil d\&rsquo;aide au pronostic industriel bas{\'e} sur les syst{\`e}mes Neuro-Flous d\&rsquo;un syst{\`e}me de production,  ISBN: 978-9938-9511-2-7},
	booktitle = {The International Conference on Information Systems \& Technologies ICIST, Sousse, Tunisia},
	year = {2012},
	pages = {pp. 724-729},
	author = {Benaicha Sonia and Mouss Leila Hayet and Zermane Hanane}
}
@conference {4671,
	title = {D{\'e}veloppement d\&rsquo;un Syst{\`e}me Expert flou bas{\'e} sur PCS 7 et FuzzyControl++ (Conduite d\&rsquo;un Broyeur Ciment)},
	booktitle = {International Conference on Information Systems and Technologies ICIST},
	year = {2012},
	author = {Zermane Hanane and Mouss Leila Hayet and Benaicha Sonia}
}
@conference {4670,
	title = {Integrated Maintenance Problem in Two-Stage Supply Chain Coordination With an Outsourcing Option},
	booktitle = {In Proceedings of the 42st International Conference on computers \& Industrial Engineering (Cie42), Cie \& Saiie, Cape Town, South Africa},
	year = {2012},
	pages = {pp. 937 {\textendash} 951},
	author = {Haoues Mohamed and M.Dahane and Mouss kinza Nadia and N.Rezg}
}
@conference {4669,
	title = {Optimization of Cooperative Outsourcing Between Single-Outsourcer Multiple-Subcontractors: a Genetic Algorithm Based Approach},
	booktitle = {INCOM{\textquoteright}12. 14th IFAC Symposium on Information Control Problems in Manufacturing, Bucharest Romania},
	year = {2012},
	pages = {pp-975 {\textendash} 980},
	url = {http://www.incom12.ro/},
	author = {M. Haoues and M.Dahane and Mouss kinza Nadia and N.Rezg}
}
@proceedings {4668,
	title = {Genetic Algorithm Based Approaches for the Modified Weibull Renewal Approximation},
	journal = {INCOM{\textquoteright}2012 14th IFAC Symposium on Information Control Problems in Manufacturing, Bucharest, Romania},
	year = {2012},
	pages = {pp-975 {\textendash} 980},
	url = {http://www.incom12.ro/},
	author = {Bentrcia Toufik and Mouss Leila Hayet and Mouss Kinza and Yalaoui Farouk and Bensmaine Abderrahmane}
}
@conference {4597,
	title = {Fault prognosis by temporal neuro-fuzzy systems: Application for manufacturing systems, in Proceedings of IEEE, print ISBN:978-1-4673-1657-6, 2013},
	booktitle = {Sciences of Electronics, Technologies of Information and Telecommunications (SETIT 2012, Sousse, Tunisia},
	year = {2012},
	pages = {pp. 50-55},
	author = {Mahdaoui Rafik and Mouss Leila Hayet and Kadri Ouahab and Mouss Med Djamel and Chouhal Ouahiba}
}
@conference {4594,
	title = {The Use of Artificial Immune System Algorithms in Monitoring Industrial, in Proceedings of IEEE Sciences of Electronics, print ISBN:978-1-4673-1657-6},
	booktitle = {Technologies of Information and Telecommunications (SETIT 2012), Sousse, Tunisia},
	year = {2012},
	pages = {pp. 50-55},
	author = {Abdelhadi Adel and Mouss Leila Hayet and Kadri Ouahab}
}
@proceedings {3582,
	title = {Contribution to ameliorate the CICM model against the requirements of GERAM  Dubai, UAE January 29-31},
	journal = {ICKM 2012, International Conference on Knowledge Management},
	year = {2012},
	author = {Aitoche Samia}
}
@proceedings {3581,
	title = {{\'E}tude comparative bas{\'e}e sur les m{\'e}tamod{\`e}les, des m{\'e}thodes de contr{\^o}le de la performance Dubai, UAE January 29-31},
	journal = {ICKM 2012, International Conference on Knowledge Management},
	year = {2012},
	author = {Aitoche Samia}
}
@proceedings {3580,
	title = {Analyse et Optimisation d\&rsquo;un Mod{\`e}le de S{\'e}quencement d\&rsquo;Op{\'e}rations : Application {\`a} une Entreprise d\&rsquo;Appareillage Electrique. 06 to 07 May. Batna\&ndash;Algeria},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Fritas Rafik}
}
@proceedings {3573,
	title = {Int{\'e}gration des FloBoss dans le syst{\`e}me DCS du champ p{\'e}trolier de Gassi El Agreb 06 to 07 May. Batna\&ndash;Algeria},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-guelma.dz/icsip13/index.html},
	author = {Aoueg Hicham}
}
@proceedings {3569,
	title = {{\'E}valuation des performances d\&rsquo;un syst{\`e}me de production par la simulation Monte Carlo 06 to 07 May . Batna\&ndash;Algeria,},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 169-174},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Bouhidel lynda}
}
@proceedings {3568,
	title = {Contribution {\`a} l\&rsquo;Optimisation par M{\'e}ta heuristique d\&rsquo;un Probl{\`e}me de Transport cas : CVRP.06 to 07 May. Batna\&ndash;Algeria },
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 161-168},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Laggoun Assia}
}
@proceedings {3565,
	title = {M{\'e}taheuristique pour l\&rsquo;Optimisation d\&rsquo;un Probl{\`e}me de Transport},
	journal = {TEC-ITS 2012 Congr{\`e}s international L{\textquoteright}intelligence dans les d{\'e}placements de la recherche aux pratiques},
	year = {2012},
	author = {Smaili Yamina}
}
@proceedings {3557,
	title = {Analyse et Optimisation d\&rsquo;un Mod{\`e}le de S{\'e}quencement d\&rsquo;Op{\'e}rations : Application {\`a} une Entreprise d\&rsquo;Appareillage Electrique 06 to 07 May. Batna\&ndash;Algeria,},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = { pp. 148-154~},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Haoues Mohamed}
}
@proceedings {3556,
	title = {Une Approche Modulaire Bas{\'e}e sur les R{\'e}seaux d\&rsquo;Automates Stochastiques pour l\&rsquo;Evaluation des Performances des Syst{\`e}mes de Production Manufacturiers 06 to 07 May, Batna\&ndash;Algeria,},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 20-25~},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Fritas Rafik}
}
@proceedings {3539,
	title = {Genetic Algorithm Based Approaches for the Modified Weibull Renewal Approximation},
	journal = {(INCOM{\textquoteright}12),  14th IFAC Symposium on Information Control Problems in Manufacturing},
	year = {2012},
	author = {Mouss Leila-Hayet}
}
@proceedings {3535,
	title = {Integrated Maintenance Problem in Two-Stage Supply Chain Coordination With an Outsourcing Option},
	journal = {Cie42  42st International Conference on computers \& Industrial Engineering Cape Town, SOUTH AFRICA},
	year = {2012},
	author = {Haoues Mohamed}
}
@proceedings {3527,
	title = {Aide {\`a} la d{\'e}cision d\&rsquo;ordonnancement inter-Entreprise des travaux de la maintenance distribu{\'e}e},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Maache Younes}
}
@proceedings {3524,
	title = {Installation of distributed maintenance case: Cement factories of east (SMCE), ISBN: 978-1-4673-6373-0 },
	journal = {MSE Manufacturing Systems Engineering},
	year = {2012},
	author = {Bellala Djamel}
}
@proceedings {3520,
	title = {Am{\'e}lioration de la gestion du risque par la MBR},
	journal = {VI{\`e}me Congr{\`e}s International sur les Energies Renouvelables et l{\textquoteright}Environnement},
	year = {2012},
	url = {http://www.cere-tunisia.com/cere2012/Env_30.pdf},
	author = {Smadi Hacene}
}
@proceedings {3517,
	title = {Contribution to ameliorate the CICM model against the requirements of GERAMDubai, UAE January 29-31},
	journal = {(ICKM),  2012, International Conference on Knowledge Management   },
	year = {2012},
	url = {http://www.waset.org/conferences/2012/dubai/ickm},
	author = {Aitoche Samia}
}
@proceedings {3516,
	title = {{\'E}tude comparative bas{\'e}e sur les m{\'e}tamod{\`e}les, des m{\'e}thodes de contr{\^o}le de la performance. Dubai, UAE January 29-31},
	journal = {(ICKM),  2012, International Conference on Knowledge Management},
	year = {2012},
	url = {http://www.waset.org/conferences/2012/dubai/ickm},
	author = {Aitoche Samia}
}
@proceedings {3512,
	title = {Installation of distributed maintenance case: Cement factories of east (SMCE), ISBN: 978-3-03785-277-4},
	journal = {MSE Manufacturing Systems Engineering},
	year = {2012},
	author = {Bellala Djamel}
}
@proceedings {3500,
	title = {Fault prognosis by temporal Neuro-Fuzzy systems: Application for manufacturing systems},
	journal = { (SETIT 2012) Sciences of Electronics, Technologies of Information and Telecommunications  },
	year = {2012},
	url = {http://www.setit.rnu.tn/},
	author = {Mahdaoui Rafik}
}
@proceedings {3485,
	title = {Automatisation d\&rsquo;un syst{\`e}me de contr{\^o}le flou avec PCS 7 et FuzzyControl++ (Application au sein de la cimenterie d\&rsquo;Ain Touta), Universit{\'e} de Khenchela, Alg{\'e}rie. 20-22 Novembre},
	journal = {ICEECA{\textquoteright}2012, International Conference on Electrical Engineering and Control Applications},
	year = {2012},
	author = {Zermane Hanane}
}
@proceedings {3482,
	title = {Comparative study, based on metamodels, of methods for controlling performance},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Aitoche Samia}
}
@proceedings {3481,
	title = {Un processus pour la reconnaissance d\&rsquo;objets dans une image pour une application de tri},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Bellal Salah Eddine}
}
@proceedings {3480,
	title = {Une m{\'e}thode pour l\&rsquo;optimisation du processus de d{\'e}veloppement de produit bas{\'e}e sur la matrice de structure de conception},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Bencherif Fateh}
}
@proceedings {3479,
	title = {Conception d\&rsquo;un outil d\&rsquo;aide au diagnostic des d{\'e}faillances dans un syst{\`e}me de production},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Belfarhi Nedjoua}
}
@proceedings {3466,
	title = {Reconnaissance des chiffres imprim{\'e}s par les r{\'e}seaux de neurones. 06 to 07 May, Batna\&ndash;Algeria},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 589-595},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Derdour Khadidja}
}
@proceedings {3465,
	title = {D{\'e}veloppement d\&rsquo;un Syst{\`e}me {\`a} Base de connaissances Neuro-Flou pour le pronostic Industriel d\&rsquo;un Atelier de Clink{\'e}risation 06 to 07 May Batna\&ndash;Algeria},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 577-585},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Benaicha Sonia}
}
@proceedings {3464,
	title = {Conception d\&rsquo;un Syst{\`e}me Expert Flou pour Diagnostic et Maintenance {\`a} l\&rsquo;aide de PCS 7 et FuzzyControl++.. 06 to 07 May Batna\&ndash;Algeria},
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 250-257},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Zermane Hanane}
}
@proceedings {3463,
	title = {A Neural Modelling Approach for the Diagnosis of Elementary Failure Modes in Industrial Plants 06 to 07 May,   Batna\&ndash;Algeria },
	journal = {ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 169-174},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Bentrcia Toufik}
}
@proceedings {3462,
	title = {Reconnaissance des Formes par SVM pour le Diagnostic du Syst{\`e}me de Pasteurisation d\&rsquo;une Usine de Lait.06 to 07 May, Batna\&ndash;Algeria,},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 161-168},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Kadri Ouahab}
}
@proceedings {3455,
	title = {La classification des observations pour le diagnostic industriel d\&rsquo;un four rotatif.. 06 to 07 May, Batna\&ndash;Algeria,},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 148-154},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Rezgui Wail}
}
@proceedings {3454,
	title = {Les syst{\`e}mes Multi agents argumentatifs pour la e- maintenance. 06 to 07 May,  Batna\&ndash;Algeria},
	journal = { ICIEM{\textquoteright}12, International Conference on Industrial Engineering and Manufacturing},
	year = {2012},
	pages = {pp. 11-15},
	url = {http://www.univ-batna,.dz/iciem2012/index.html},
	author = {Mahdaoui Rafik}
}
@proceedings {3452,
	title = {Development of a Fuzzy Expert system based on PCS7 and FuzzyControl++ Cement Mill control, ISBN: 978-0-9853483-0-4},
	journal = {(ICIA 2012),  The International Conference on Informatics \& Applications},
	year = {2012},
	pages = {pp 71-76},
	author = {Zermane Hanane}
}
@proceedings {3451,
	title = {NFPROG, un outil d\&rsquo;aide au Pronostic Industriel bas{\'e} sur les syst{\`e}mes Neuro-Flous d\&rsquo;un Syst{\`e}me de Production},
	journal = { (ICIST 2012),  International Conference on Information Systems and Technologies},
	year = {2012},
	author = {Benaicha Sonia}
}
@proceedings {3450,
	title = { D{\'e}veloppement d\&rsquo;un Syst{\`e}me Expert flou bas{\'e} sur PCS 7 et FuzzyControl++ (Conduite d\&rsquo;un Broyeur Ciment), ISBN 978-9938-9511-2-7},
	journal = { (ICIST 2012),  International Conference on Information Systems and Technologies},
	year = {2012},
	author = {Zermane Hanane}
}
@proceedings {3448,
	title = {PCS 7 et FuzzyControl++ pour la conduite d\&rsquo;un broyeur ciment},
	journal = { ICCRK{\textquoteright}2012, International Conference on Computer Related Knowledge},
	year = {2012},
	url = {http://www.iccrk.org/},
	author = {Zermane Hanane}
}
@proceedings {3421,
	title = {Fault prognosis by temporal Neuro-Fuzzy systems: Application for manufacturing systems},
	journal = {(SETIT 2012) Sciences of Electronics, Technologies of Information and Telecommunications},
	year = {2012},
	url = {	 http://www.setit.rnu.tn/},
	author = {Mahdaoui Rafik}
}
@proceedings {3420,
	title = {The use of artificial immune system algorithms in monitoring industrial,},
	journal = {(SETIT 2012) Sciences of Electronics, Technologies of Information and Telecommunications},
	year = {2012},
	url = {http://www.setit.rnu.tn/},
	author = {Abdelhadi Adel}
}
@proceedings {3407,
	title = {Genetic Algorithm Based Approaches for the Modified Weibull Renewal Approximation},
	journal = {(INCOM{\textquoteright}12),  14th IFAC Symposium on Information Control Problems in Manufacturing   },
	year = {2012},
	url = {DOI: 10.3182/20120523-3-RO-2023.00143},
	author = {Mouss Leila-Hayet}
}
@article {3392,
	title = {A TSK-Type Recurrent Neuro-Fuzzy Systems for Fault Prognosis JSEA, ISSN Print: 1945-3116},
	journal = {Journal of Software Engineering and Applications},
	volume = {Vol 5},
	number = {N{\textdegree}7},
	year = {2012},
	abstract = {As a result from the demanding of process safety, reliability and environmental constraints, a called of fault detection and diagnosis system become more and more important. In this article some basic aspects of TSK (Takigi Sugeno Kang) neuro-fuzzy techniques for the prognosis and diagnosis of manufacturing systems are presented. In particular, a neuro-fuzzy model that can be used for the identification and the simulation of faults prognosis models is described. The presented model is motivated by a cooperative neuro-fuzzy approach based on a vectorized recurrent neural net-work architecture. The neuro-fuzzy architecture maps the residuals into two classes: a one of fixed direction residuals and another one of faults belonging to rotary kiln},
	url = {https://www.researchgate.net/publication/265800845_A_TSK-Type_Recurrent_Neuro-Fuzzy_Systems_for_Fault_Prognosis},
	author = {Rafik Mahdaoui and Leila Hayet Mouss}
}
@article {3391,
	title = {Installation of Distributed Maintenance Case: Cement Factories of East (SMCE)},
	journal = {Advanced Materials Research},
	volume = {Vol 429},
	year = {2012},
	pages = {PP. 50-55},
	abstract = {In this work, we intend to determine a scheduling rule of maintenance work, which permits the optimization of the random tasks operation (corrective maintenance) while maintaining the works (preventive maintenance) yet scheduled within their temporal intervals. The principle of our approach consists of processing the problem in two stages: Resolution of the static problem for the projected scheduling of the tasks known a priori Resolution of the dynamic problem for random tasks scheduling This work has found a field of application within the maintenance company of the east cements factories, (SMCE) which is in charge of the five (05) east cements companies{\textquoteright} maintenance.},
	url = {https://www.researchgate.net/publication/282498381_Installation_of_Distributed_Maintenance_Case_Cement_Factories_of_East_SMCE},
	author = {Hacene Smadi and Djamel Bellala and Younes Maache}
}
@article {3390,
	title = {Fault diagnosis of rotary kiln using SVM and Binary ACO ISSN 1976-3824},
	journal = {International Journal of Mechanical Science and Technology Springer Berlin Heidelberg},
	volume = {Vol. 26},
	number = {N{\textdegree}2},
	year = {2012},
	pages = {pp. 601-608},
	abstract = {This paper proposes a novel hybrid algorithm for fault diagnosis of rotary kiln based on a binary ant colony (BACO) and support vector machine (SVM). The algorithm can find a subset selection which is attained through the elimination of the features that produce noise or are strictly correlated with other already selected features. The BACO algorithm can improve classification accuracy with an appropriate feature subset and optimal parameters of SVM. The proposed algorithm is easily implemented and because of use of a simple filter in that, its computational complexity is very low. The performance of the proposed algorithm is evaluated through two real Rotary Cement kiln datasets. The results show that our algorithm outperforms existing algorithms},
	url = {https://link.springer.com/article/10.1007/s12206-011-1216-z},
	author = {Ouahab Kadri and Leila Hayet Mouss and Mohamed Djamel Mouss}
}
@article {3389,
	title = {Development of a fuzzy expert system based on PCS 7 and FuzzyControl++,  JES, ISSN: 2278\&ndash;6538},
	journal = {Journal of Electronic Systems},
	volume = {Vol. 1},
	number = { N{\textdegree}1},
	year = {2012},
	pages = {pp: 18-32},
	abstract = {The basic idea of this work was to study the application of expert systems and fuzzy logic in the field of diagnostic and industrial maintenance. For this, a fuzzy expert system designed, developed and simulated in Ain Touta cement society in Batna in the East of Algeria. Dedicated to control cement mill. The application of fuzzy logic and expert systems to control the difference shown in the control system using fuzzy regulators for the operation of the grinding without unnecessary stops, it also helps the operator to know the maintenance task to perform. In addition, regulators decentralization allows the availability of fuzzy control, even if one of the regulators is absent, it does not prevent the other to complete its task to control fineness, mill�s temperature and feed.},
	url = {https://www.researchgate.net/publication/230773223_DEVELOPMENT_OF_A_FUZZY_EXPERT_SYSTEM_BASED_ON_PCS7_AND_FUZZYCONTROL_CEMENT_MILL_CONTROL},
	author = {Hanane Zermane and Leila Hayet Mouss and Sonia Benaicha},
	editor = {Iran University of Science and Technology, Tehran, Iran}
}
@article {3388,
	title = {Recognition of objects in an image for triage ISSN 2249-9555 (Online), 22501355 (Print)},
	journal = {International Journal of Computer Science, Information Technology \& Security (IJCSITS)},
	volume = {Vol.2},
	number = {N{\textdegree}6},
	year = {2012},
	pages = {pp. 1170-1176},
	abstract = {In this paper, our aim is to present existing methods and techniques related to the artificial vision which is an active subject of research. In this work, we elaborate a recognition system of objects in an image for a sorting application. The corner stone of our work is based on the recognition and sorting of objects (geometrical shapes) in an image in artificial vision. The application of these images is achieved using a fixed camera having a regular and permanent field of vision with a consequent angle on a conveyer which holds the objects to be observed. The Objects{\textquoteright} recognition process requires knowledge of our camera characteristics. In order to calibrate this camera, we propose to use a simple Web camera configured to get a photo of the conveyer{\textquoteright}s centre. The objective is to seek for objects in the images, which are considered as unitary and not sequences of images. In this case, the development of automatic methods is required to ensure the sorting rapidity but with additional complex processing to make it efficient. The analysis determines simultaneously both the recensement and arithmetic counting, then the detection of faults based mainly on the comparison of the object shape with the shape defined previously and using this operation the sorting is made. A complementary system equipped with sensors and programmable automata is used to eject each object into corresponding panel},
	url = {https://ieeexplore.ieee.org/document/6689571},
	author = {Bellal Salah Eddine and Mouss Leila Hayet and Bensaadi Rafik}
}
@article {3376,
	title = {Comparative study based on metamodels of methods for controlling performance  ISSN 1694-0814},
	journal = {IJCSI International Journal of computer Science Issues},
	volume = { Vol 9},
	number = { Issue 3 N{\textdegree}2},
	year = {2012},
	pages = {pages  1-9},
	abstract = {The continuing evolution of technology and human behavior puts the company in an uncertain and evolving environment. The company must be responsive and even proactive; therefore, control performance becomes increasingly difficult. Choosing the best method of ensuring control by the management policy of the company and its strategy is also a decision problem. The aim of this paper is the comparative study of three methods: the Balanced Scorecard, GIMSI and SKANDIAs NAVIGATOR for choosing the best method for ensuring the orderly following the policy of the company while maintaining its durability. Our work is divided into three parts. We firstly proposed original structural and kinetic metamodels for the three methods that allow an overall view of a method. Secondly, based on the three metamodels, we have drawn a generic comparison to analyze completeness of the method. Thirdly, we performed a restrictive comparison based on a restrictive set of criteria related to the same aspect example organizational learning, which is one of the bricks of knowledge management for a reconciliation to a proactive organization in an environment disturbed and uncertain, and the urgent needs. We note that we applied the three methods are applied in our precedent works. [1][23]},
	url = {https://www.researchgate.net/publication/264274742_Comparative_study_based_on_metamodels_of_methods_for_controlling_performance},
	author = {Samia Aitouche and Mohamed Djamel Mouss and Ratte Sylvie and Abdelghafour Kaanit}
}
@article {3356,
	title = {Comparative study based on metamodels of methods for controlling performance, ISSN/ISBN 1694-08141694-0784I},
	journal = {IJCSI International Journal of Computer Science Issues},
	volume = {Vol. 9 N 3},
	number = {Issue 3, N 2},
	year = {2012},
	pages = {pp. 1-9 },
	abstract = {The continuing evolution of technology and human behavior puts the company in an uncertain and evolving environment. The company must be responsive and even proactive; therefore, control performance becomes increasingly difficult. Choosing the best method of ensuring control by the management policy of the company and its strategy is also a decision problem. The aim of this paper is the comparative study of three methods: the Balanced Scorecard, GIMSI and SKANDIAs NAVIGATOR for choosing the best method for ensuring the orderly following the policy of the company while maintaining its durability. Our work is divided into three parts. We firstly proposed original structural and kinetic metamodels for the three methods that allow an overall view of a method. Secondly, based on the three metamodels, we have drawn a generic comparison to analyze completeness of the method. Thirdly, we performed a restrictive comparison based on a restrictive set of criteria related to the same aspect example organizational learning, which is one of the bricks of knowledge management for a reconciliation to a proactive organization in an environment disturbed and uncertain, and the urgent needs. We note that we applied the three methods are applied in our precedent works. [1][23]},
	url = {http://www.ijcsi.org/articles/Comparative-study-based-on-metamodels-of-methods-for-controlling-performance.php},
	author = {Aitouche Samia and Mouss Med Djamel and Mouss kinza Nadia}
}
@article {3355,
	title = {Une Approche Modulaire Bas{\'e}e sur les R{\'e}seaux d\&rsquo;Automates Stochastiques pour l\&rsquo;Evaluation des Performances des Syst{\`e}mes de Production Manufacturiers, janvier 2013, ISSN 1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Volume 4},
	number = {N{\textdegree}1},
	year = {2012},
	pages = {pp. 63-81 },
	abstract = {Dans ce papier, nous nous int{\'e}ressons au probl{\`e}me de l{\textquoteright}{\'e}valuation des performances des syst{\`e}mes de production complexes par une approche analytique. Nous proposons une approche modulaire combinant deux outils compl{\'e}mentaires. Le premier est le formalisme des R{\'e}seaux d{\textquoteright}Automates Stochastiques (RAS) pour la mod{\'e}lisation modulaire du syst{\`e}me de production. Le deuxi{\`e}me est bas{\'e} sur les Processus de Markov (PdM) pour l{\textquoteright}analyse des mod{\`e}les repr{\'e}sentant ce syst{\`e}me. L{\textquoteright}avantage de cette approche r{\'e}side dans le fait que la mod{\'e}lisation se fait sur des syst{\`e}mes d{\'e}j{\`a} d{\'e}compos{\'e}s et non sur des syst{\`e}mes d{\'e}composables comme dans la plus part des approches modulaires propos{\'e}es dans la litt{\'e}rature. Nous adoptons une d{\'e}composition {\`a} la fois fonctionnelle et structurelle sur le syst{\`e}me de production. Nous illustrons notre approche par un exemple tr{\`e}s r{\'e}pondu dans la litt{\'e}rature pour {\'e}valuer leurs performances},
	url = {http://193.194.69.34/rst2/images/vol4n1/320.pdf},
	author = {Benfarhi Amor and Mechenene Athmane and Mouss kinza Nadia}
}
@article {3231,
	title = {Comparative study based on metamodels of methods for controlling performance, Mai },
	journal = {IJCSI International Journal of Computer Science Issues},
	volume = {Vol. 9},
	number = {N 3 Issue 3  N 2},
	year = {2012},
	pages = {pp 1-9},
	abstract = {The continuing evolution of technology and human behavior puts the company in an uncertain and evolving environment. The company must be responsive and even proactive; therefore, control performance becomes increasingly difficult. Choosing the best method of ensuring control by the management policy of the company and its strategy is also a decision problem. The aim of this paper is the comparative study of three methods: the Balanced Scorecard, GIMSI and SKANDIAs NAVIGATOR for choosing the best method for ensuring the orderly following the policy of the company while maintaining its durability. Our work is divided into three parts. We firstly proposed original structural and kinetic metamodels for the three methods that allow an overall view of a method. Secondly, based on the three metamodels, we have drawn a generic comparison to analyze completeness of the method. Thirdly, we performed a restrictive comparison based on a restrictive set of criteria related to the same aspect example organizational learning, which is one of the bricks of knowledge management for a reconciliation to a proactive organization in an environment disturbed and uncertain, and the urgent needs. We note that we applied the three methods are applied in our precedent works. [1][23]},
	url = {https://www.researchgate.net/publication/264274742_Comparative_study_based_on_metamodels_of_methods_for_controlling_performance},
	author = {Aitoche Samia and Mouss Med Djamel and Kaanit Abdelghafor}
}
@article {3155,
	title = {Comparative study based on metamodels of methods for controlling performance, Mai ISSN 1694-0814 },
	journal = {IJCSI International Journal of Computer Science Issues,},
	volume = {Vol. 9},
	number = {Issue 3 N{\textdegree} 2},
	year = {2012},
	pages = {pp 1-9},
	abstract = {The continuing evolution of technology and human behavior puts the company in an uncertain and evolving environment. The company must be responsive and even proactive; therefore, control performance becomes increasingly difficult. Choosing the best method of ensuring control by the management policy of the company and its strategy is also a decision problem. The aim of this paper is the comparative study of three methods: the Balanced Scorecard, GIMSI and SKANDIAs NAVIGATOR for choosing the best method for ensuring the orderly following the policy of the company while maintaining its durability. Our work is divided into three parts. We firstly proposed original structural and kinetic metamodels for the three methods that allow an overall view of a method. Secondly, based on the three metamodels, we have drawn a generic comparison to analyze completeness of the method. Thirdly, we performed a restrictive comparison based on a restrictive set of criteria related to the same aspect example organizational learning, which is one of the bricks of knowledge management for a reconciliation to a proactive organization in an environment disturbed and uncertain, and the urgent needs. We note that we applied the three methods are applied in our precedent works. [1][23]},
	url = {https://www.researchgate.net/publication/264274742_Comparative_study_based_on_metamodels_of_methods_for_controlling_performance},
	author = {Aitoche Samia and Mouss Med Djamel and Kaani Abdelghafor}
}
@article {3146,
	title = {he Temporal Neuro-Fuzzy Systems Learning Using Artificial Immune Algorithm,  ISSN/ISBN 1970 \&ndash; 8734/1970-8742},
	journal = {IREME International Review of Mechanical Engineering},
	volume = {Vol.4},
	number = { N.1},
	year = {2012},
	pages = {pp 918-922},
	abstract = {In this work we propose an immune approach for learning neurofuzzy systems, namely NEFDIAG (NEuro Fuzzy DIAGnosis). NEFDIAG is a software devoted primarily to creation, training and test of a classification Neuro-Fuzzy system of industrial process failures. But in case of great number of input variables NEFDIAG structure grows essentially and the dimensionality of learning task becomes a problem. Existing methods of NEFDIAG learning allow only identifying parameters of NEFDIAG without modifying its structure. We propose an immune Artificial learning approach for NEFDIAG learning based on clonal selection and immune network theories. It allows not only to identify NEFDIAG parameters but also to reduce number of neurons in hidden layers (rules layer) of NEFDIAG.},
	url = {https://www.researchgate.net/publication/290061642_The_temporal_Neuro-Fuzzy_systems_learning_using_artificial_immune_algorithm},
	author = {Mahdaoui Rafik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3143,
	title = {SKACICM a method for development of knowledge management and innovation system e-KnowSphere, ISSN  1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Vol. 5},
	number = {No. 2},
	year = {2012},
	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://www.researchgate.net/publication/297647140_SKACICM_a_method_for_development_of_knowledge_management_and_innovation_system_e-KnowSphere},
	author = {Aitoche Samia and Mouss Med Djamel}
}
@article {3139,
	title = {An Efficient optimization method for the detection of new failures modes in industrial plants, Janvier,  ISSN  1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Vol 03},
	number = {N{\textdegree}1},
	year = {2012},
	pages = {pp 43-52},
	abstract = {This paper addresses the problem of the detection of new failures modes in industrial plants. Since its associated optimization problem is NP-hard, an efficient method based on taboo search and Bezdeck criterion is proposed, intensification and diversification strategies are also included because of the non connectivity of the solutions space. The proposed approach exercised on a simulated industrial system was shown to exhibit good performances in dealing with the occurrence of new faults in industrial processes, despite that such search algorithm is perfectly general, it can be easily extended to more complicated schemes. },
	url = {http://193.194.69.34/rst2/images/vol3n1/5BENTERCIUA.pdf},
	author = {Bentercia Toufik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3112,
	title = {Vers une Optimisation de l\&rsquo;Algorithme AntTreeStoch. Revue, ISSN 1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Vol. 3},
	number = {N{\textdegree}1},
	year = {2012},
	pages = {p p. 125-134},
	abstract = {Dans cet article, nous pr{\'e}sentons AntTreeStoch un nouvel algorithme de classification hi{\'e}rarchique et non supervis{\'e}e. Cet algorithme est bas{\'e} sur l{\textquoteright}auto-organisation observ{\'e}e chez les fourmis r{\'e}elles. L{\textquoteright}{\'e}mergence des d{\'e}placements et les assemblages des fourmis, bas{\'e}s sur la similarit{\'e} entre les individus permet d{\textquoteright}identifier les {\'e}tats de fonctionnements d{\textquoteright}un syst{\`e}me industriel dynamique et complexe. L{\textquoteright}algorithme offre aussi la possibilit{\'e} de cr{\'e}er de nouvelles classes pour les donn{\'e}es non identifi{\'e}es. En effet le choix d{\textquoteright}utiliser AntTreeStoch dans notre syst{\`e}me de diagnostic a {\'e}t{\'e} motiv{\'e} par la possibilit{\'e} d{\textquoteright}utiliser {\`a} la fois des donn{\'e}es num{\'e}riques et symboliques. Les exp{\'e}riences effectu{\'e}es sur la base de donn{\'e}es Iris, montrent que AntTreeStoch fournit de tr{\`e}s bons r{\'e}sultats.},
	url = {https://www.researchgate.net/publication/329886361_Vers_une_Optimisation_de_l{\textquoteright}Algorithme_AntTreeStoch},
	author = {Kadri Ouahab and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3085,
	title = {An Efficient optimization method for the detection of new failures modes in industrial plants, Janvier, ISSN 1112-9697},
	journal = { RST, Revue des Sciences et Technologie},
	volume = {Vol 03},
	number = { N{\textdegree}1},
	year = {2012},
	pages = {pp 43-52},
	author = {Bentercia Toufik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3084,
	title = {Vers une Optimisation de l\&rsquo;Algorithme AntTreeStoch. Revue, ISSN 1112-9697},
	journal = { RST, Revue des Sciences et Technologie},
	volume = { Vol. 3 },
	number = {N{\textdegree}1},
	year = {2012},
	pages = {p. 125-134 },
	author = {Kadri Ouahab and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3070,
	title = {A TSK-Type Recurrent Neuro-Fuzzy Systems for Fault Prognosis, ISSN/ISBN 1945-3116/1945-3124},
	journal = {JESA  Journal of Software Engineering and Applications.},
	volume = {Vol. 58},
	number = { Issue 7},
	year = {2012},
	pages = { pp.449-458},
	abstract = {As a result from the demanding of process safety, reliability and environmental constraints, a called of fault detection and diagnosis system become more and more important. In this article some basic aspects of TSK (Takigi Sugeno Kang) neuro-fuzzy techniques for the prognosis and diagnosis of manufacturing systems are presented. In particular, a neuro-fuzzy model that can be used for the identification and the simulation of faults prognosis models is described. The presented model is motivated by a cooperative neuro-fuzzy approach based on a vectorized recurrent neural net-work architecture. The neuro-fuzzy architecture maps the residuals into two classes: a one of fixed direction residuals and another one of faults belonging to rotary kiln.},
	url = {https://www.researchgate.net/publication/265800845_A_TSK-Type_Recurrent_Neuro-Fuzzy_Systems_for_Fault_Prognosis},
	author = {Mahdaoui Rafik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3066,
	title = {Fault diagnosis of rotary kiln using SVM and Binary ACO, ISSN 1976-3824},
	journal = {JMST Journal of Mechanical Science and Technology. Editeur / Publisher. Springer, Heidelberg, ALLEMAGNE },
	volume = {Vol. 26},
	number = {N{\textdegree}2},
	year = {2012},
	pages = {pp.601-608},
	abstract = {This paper proposes a novel hybrid algorithm for fault diagnosis of rotary kiln based on a binary ant colony (BACO) and support vector machine (SVM). The algorithm can find a subset selection which is attained through the elimination of the features that produce noise or are strictly correlated with other already selected features. The BACO algorithm can improve classification accuracy with an appropriate feature subset and optimal parameters of SVM. The proposed algorithm is easily implemented and because of use of a simple filter in that, its computational complexity is very low. The performance of the proposed algorithm is evaluated through two real Rotary Cement kiln datasets. The results show that our algorithm outperforms existing algorithms.},
	url = {https://link.springer.com/article/10.1007/s12206-011-1216-z},
	author = {Kadri Ouahab and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3017,
	title = {Comparative study based on metamodels of methods for controlling performance, ISSN 1694-0814},
	journal = {IJCSI International Journal of Computer Science Issues},
	volume = {Vol~9 N{\textdegree} 3},
	number = { Issue 3 N{\textdegree} 2},
	year = {2012},
	pages = {pp: 1-9},
	abstract = {The continuing evolution of technology and human behavior puts the company in an uncertain and evolving environment. The company must be responsive and even proactive; therefore, control performance becomes increasingly difficult. Choosing the best method of ensuring control by the management policy of the company and its strategy is also a decision problem. The aim of this paper is the comparative study of three methods: the Balanced Scorecard, GIMSI and SKANDIAs NAVIGATOR for choosing the best method for ensuring the orderly following the policy of the company while maintaining its durability. Our work is divided into three parts. We firstly proposed original structural and kinetic metamodels for the three methods that allow an overall view of a method. Secondly, based on the three metamodels, we have drawn a generic comparison to analyze completeness of the method. Thirdly, we performed a restrictive comparison based on a restrictive set of criteria related to the same aspect example organizational learning, which is one of the bricks of knowledge management for a reconciliation to a proactive organization in an environment disturbed and uncertain, and the urgent needs. We note that we applied the three methods are applied in our precedent works.},
	url = {https://www.researchgate.net/publication/264274742_Comparative_study_based_on_metamodels_of_methods_for_controlling_performance},
	author = {Aitoche Samia and Mouss Med Djamel and Mouss Leila Hayet}
}
@article {3016,
	title = {Efficient Tool for the Recognition of the Leaves of Plants, ISSN 1694-0814},
	journal = {IJCSI International Journal of Computer Science Issues},
	year = {2012},
	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.researchgate.net/publication/266278880_Efficient_Tool_for_the_Recognition_of_the_Leaves_of_Plants},
	author = {Abdelhadi Adel and Mouss Leila Hayet and Mahdaoui Rafik}
}
@article {3015,
	title = {A Temporal Neuro-Fuzzy Monitoring System to Manufacturing Systems, May, ISSN 1694-0814},
	journal = {IJCSI International Journal of Computer Science Issues},
	volume = {Vol 8},
	number = { Issue 3},
	year = {2012},
	abstract = {Fault diagnosis and failure prognosis are essential techniques in improving the safety of many manufacturing systems. Therefore, on-line fault detection and isolation is one of the most important tasks in safety-critical and intelligent control systems. Computational intelligence techniques are being investigated as extension of the traditional fault diagnosis methods. This paper discusses the Temporal Neuro-Fuzzy Systems (TNFS) fault diagnosis within an application study of a manufacturing system. The key issues of finding a suitable structure for detecting and isolating ten realistic actuator faults are described. Within this framework, data-processing interactive software of simulation baptized NEFDIAG (NEuro Fuzzy DIAGnosis) version 1.0 is developed. This software devoted primarily to creation, training and test of a classification Neuro-Fuzzy system of industrial process failures. NEFDIAG can be represented like a special type of fuzzy perceptron, with three layers used to classify patterns and failures. The system selected is the workshop of SCIMAT clinker, cement factory in Algeria.},
	url = {https://www.researchgate.net/publication/51917361_A_Temporal_Neuro-Fuzzy_Monitoring_System_to_Manufacturing_Systems},
	author = {Mahdaoui Rafik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3012,
	title = {The Temporal Neuro-Fuzzy Systems Learning Using Artificial Immune Algorithm, ISSN/ISBN 1970 \&ndash; 8734/1970-8742},
	journal = {IREME International Review of Mechanical Engineering},
	volume = {Vol 4},
	number = {N{\textdegree} 1},
	year = {2012},
	pages = {pp: 918-922},
	abstract = {In this work we propose an immune approach for learning neurofuzzy systems, namely NEFDIAG (NEuro Fuzzy DIAGnosis). NEFDIAG is a software devoted primarily to creation, training and test of a classification Neuro-Fuzzy system of industrial process failures. But in case of great number of input variables NEFDIAG structure grows essentially and the dimensionality of learning task becomes a problem. Existing methods of NEFDIAG learning allow only identifying parameters of NEFDIAG without modifying its structure. We propose an immune Artificial learning approach for NEFDIAG learning based on clonal selection and immune network theories. It allows not only to identify NEFDIAG parameters but also to reduce number of neurons in hidden layers (rules layer) of NEFDIAG.},
	url = {https://www.researchgate.net/publication/290061642_The_temporal_Neuro-Fuzzy_systems_learning_using_artificial_immune_algorithm},
	author = {Mahdaoui Rafik and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3011,
	title = {An Efficient optimization method for the detection of new failures modes in industrial plants, Janvier, ISSN/ISBN 1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Vol 03},
	number = { N{\textdegree}1},
	year = {2012},
	pages = {pp: 43-52},
	author = {Bentercia Toufik and Mouss Leila Hayet and Besaadi Rafik}
}
@article {3010,
	title = {Vers une Optimisation de l\&rsquo;Algorithme AntTreeStoch, ISSN/ISBN 1112-9697},
	journal = {RST, Revue des Sciences et Technologie},
	volume = {Vol 3},
	number = {N{\textdegree}1},
	year = {2012},
	pages = {p: 125-134},
	abstract = {Dans cet article, nous pr{\'e}sentons AntTreeStoch un nouvel algorithme de classification hi{\'e}rarchique et non supervis{\'e}e. Cet algorithme est bas{\'e} sur l{\textquoteright}auto-organisation observ{\'e}e chez les fourmis r{\'e}elles. L{\textquoteright}{\'e}mergence des d{\'e}placements et les assemblages des fourmis, bas{\'e}s sur la similarit{\'e} entre les individus permet d{\textquoteright}identifier les {\'e}tats de fonctionnements d{\textquoteright}un syst{\`e}me industriel dynamique et complexe. L{\textquoteright}algorithme offre aussi la possibilit{\'e} de cr{\'e}er de nouvelles classes pour les donn{\'e}es non identifi{\'e}es. En effet le choix d{\textquoteright}utiliser AntTreeStoch dans notre syst{\`e}me de diagnostic a {\'e}t{\'e} motiv{\'e} par la possibilit{\'e} d{\textquoteright}utiliser {\`a} la fois des donn{\'e}es num{\'e}riques et symboliques. Les exp{\'e}riences effectu{\'e}es sur la base de donn{\'e}es Iris, montrent que AntTreeStoch fournit de tr{\`e}s bons r{\'e}sultats.},
	url = {https://www.researchgate.net/publication/329886361_Vers_une_Optimisation_de_l{\textquoteright}Algorithme_AntTreeStoch},
	author = {Kadri Ouahab and Mouss Leila Hayet and Mouss Med Djamel}
}
@article {3007,
	title = {Development of a fuzzy expert system based on PCS 7 and FuzzyControl++, ISSN 2278\&ndash;6538},
	journal = {JES, Journal of Electronic Systems},
	volume = {Vol 1},
	number = {N{\textdegree} 1},
	year = {2012},
	pages = {pp: 18-32},
	abstract = {The basic idea of this work was to study the application of expert systems and fuzzy logic in the field of diagnostic and industrial maintenance. For this, a fuzzy expert system designed, developed and simulated in Ain Touta cement society in Batna in the East of Algeria. Dedicated to control cement mill. The application of fuzzy logic and expert systems to control the difference shown in the control system using fuzzy regulators for the operation of the grinding without unnecessary stops, it also helps the operator to know the maintenance task to perform. In addition, regulators decentralization allows the availability of fuzzy control, even if one of the regulators is absent, it does not prevent the other to complete its task to control fineness, mill{\textquoteright}s temperature and feed.},
	url = {https://www.researchgate.net/publication/230773223_DEVELOPMENT_OF_A_FUZZY_EXPERT_SYSTEM_BASED_ON_PCS7_AND_FUZZYCONTROL_CEMENT_MILL_CONTROL},
	author = {Zermane Hanan and Mouss Leila Hayet}
}
@article {1838,
	title = {A TSK-Type Recurrent Neuro-Fuzzy Systems for Fault Prognosis, ISSN/ISBN: 1945-3116/1945-3124.},
	journal = { Journal of Software Engineering and Applications (JESA)},
	volume = {58},
	number = {07},
	year = {2012},
	pages = {449-458},
	abstract = {As a result from the demanding of process safety, reliability and environmental constraints, a called of fault detection and diagnosis system become more and more important. In this article some basic aspects of TSK (Takigi Sugeno Kang) neuro-fuzzy techniques for the prognosis and diagnosis of manufacturing systems are presented. In particular, a neuro-fuzzy model that can be used for the identification and the simulation of faults prognosis models is described. The presented model is motivated by a cooperative neuro-fuzzy approach based on a vectorized recurrent neural network architecture. The neuro-fuzzy architecture maps the residuals into two classes: a one of fixed direction residuals and another one of faults belonging to rotary kiln.},
	url = {https://file.scirp.org/Html/5-9301363_19730.htm},
	author = {Mahdaoui Rafik and Mouss Leila Hayet}
}
@article {1734,
	title = {Fault diagnosis of rotary kiln using SVM and binary ACO, 2012, ISSN/ISBN: 1976-3824},
	journal = {Journal of Mechanical Science and Technology},
	volume = {26},
	number = {02},
	year = {2012},
	pages = {601-608},
	abstract = {This paper proposes a novel hybrid algorithm for fault diagnosis of rotary kiln based on a binary ant colony (BACO) and support vector machine (SVM). The algorithm can find a subset selection which is attained through the elimination of the features that produce noise or are strictly correlated with other already selected features. The BACO algorithm can improve classification accuracy with an appropriate feature subset and optimal parameters of SVM. The proposed algorithm is easily implemented and because of use of a simple filter in that, its computational complexity is very low. The performance of the proposed algorithm is evaluated through two real Rotary Cement kiln datasets. The results show that our algorithm outperforms existing algorithms.},
	url = {https://doi.org/10.1007/s12206-011-1216-z},
	author = {Kadri Ouahab and Mouss Leila Hayet and Mouss Med Djamel}
}
