BORGI Amel
Direction de recherche : Herman AKDAG
Co-encadrement : BAZIN Jean-Michel
Apprentissage supervisé par génération de règles : le système SUCRAGE
Soutenance : 15/01/1999
Date de départ : 15/01/1999Publications 1997-2006
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2006
- A. Borgi, M. Kaddeche, N. Doghmane, H. Akdag : “Apprentissage automatique supervisé par génération de règles : Optimisation du taux de classification par la discrétisation entrelacée”, International Conference on Control Modeling and Diagnosis (ICCMD06), Annaba, Algeria, pp. 20-20 (2006)
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2005
- N. Kaddeche, N. Doghmane, M. Kaddeche, H. Akdag, A. Borgi : “Supervised Machine Learning by Generation of Rules : Optimization of the classification rate by mixed correlation”, Asian Journal of Information Technology, vol. 4 (2), pp. 152-161 (2005)
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2004
- M. Kaddeche, N. Doghmane, A. Borgi, H. Akdag : “Apprentissage automatique supervisé par génération de Règles : Optimisation du taux de classification par la recherche de corrélation mixte”, 3e Conférence sur le Génie Electrique, Alger, Algeria, pp. 77-77 (2004)
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2003
- I. Truck, H. Akdag, A. Borgi : “A linguistic Approach of the Median Aggregator”, 9th International Conference on Fuzzy Theory and Technology, JCIS 2003, 7th Joint Conference on Information Sciences, Cary, United States, pp. 147-150 (2003)
- A. Borgi, H. Akdag, F. Ghedjati : “Using Genetic Algorithms to Optimize the Number of Classification Rules in SUCRAGE”, ACS/IEEE International Conference on Computer Systems and Applications, Tunis, Tunisia, pp. 110-116, (IEEE) (2003)
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2002
- I. Truck, A. Borgi, H. Akdag : “Comparison of fuzzy subsets: towards a linguistic approach”, 8th International Conference on Soft Computing MENDEL, Brno, Czechia, pp. 264-269 (2002)
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2001
- I. Truck, H. Akdag, A. Borgi : “A symbolic Approach for Colorimetric Alterations”, EUSFLAT 2001 - 2nd International Conference in Fuzzy Logic and Technology, Leicester, United Kingdom, pp. 105-108 (2001)
- H. Akdag, I. Truck, A. Borgi, N. Mellouli : “Linguistic modifiers in a symbolic framework”, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 9 (supp01), pp. 49-61, (World Scientific Publishing) (2001)
- A. Borgi, H. Akdag : “Knowledge Based supervised Fuzzy-Classification: An application to image processing?”, Annals of Mathematics and Artificial Intelligence, vol. 32 (1-4), pp. 67-86, (Springer Verlag) (2001)
- F. Rousseaux, H. Akdag, A. Borgi : “Air Trafic Management System: A G-Polymorhous Model”, Joint meeting of the 5th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2001) and the 7th International Conference on Information Systems Analysis and Synthesis (ISAS 2001), Orlando, United States, pp. 332-337 (2001)
- I. Truck, H. Akdag, A. Borgi : “Using Fuzzy Modifiers in Colorimetry”, Joint meeting of the 5th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2001) and the 7th International Conference on Information Systems Analysis and Synthesis (ISAS 2001), Orlando, United States, pp. 472-477 (2001)
- I. Truck, H. Akdag, A. Borgi : “Colorimetric Alterations by way of Linguistic Modifiers: A Fuzzy Approach vs. A Symbolic Approach”, FLA 2001 Symposium in International ICSC-NAISO Congress on Computational Intelligence: Methods and Applications, Bangor, United Kingdom, pp. 702-708 (2001)
- A. Borgi, H. Akdag : “Apprentissage supervisé et raisonnement approximatif, l’hypothèse des imperfections”, Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, vol. 15 (1), pp. 55-85, (Lavoisier) (2001)
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2000
- H. Akdag, N. Mellouli, A. Borgi : “A symbolic approach of linguistic modifiers”, IPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, Spain, pp. 1713-1719 (2000)
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1999
- A. Borgi : “Apprentissage supervisé par génération de règles : le système SUCRAGE”, thèse, soutenance 15/01/1999, direction de recherche Akdag, Herman, co-encadrement : Bazin, Jean-Michel (1999)
- A. Borgi, H. Akdag : “Knowledge Based Supervised Classification: an Application to Image Processing”, Eusflat-Estylf Conference, Palma de Mallorca, Spain, pp. 175-178 (1999)
- A. Borgi, H. Akdag : “Induction supervisée d’images de règles: le système SUCRAGE”, Conférence d'apprentissage, Palaiseau, France, pp. 55-62 (1999)
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1998
- A. Borgi, J.‑M. Bazin, H. Akdag : “Two Methods of Linear Correlation Search for a Knowledge Based Supervised Classification”, 11th International Conference on Industrial and Engineering Applications of Artificial Intelligence Systems, vol. 1415, Lecture Notes in Computer Science, Benicàssim, Castellón, Spain, pp. 696-707, (Springer) (1998)
- A. Borgi, J.‑M. Bazin, H. Akdag : “A Numerical Approach to Approximate Reasoning via a Symbolic Interface. Application to Image Classification”, 5th International Worshop Fuzzy-Neuro Systems'98, Munich, Germany, pp. 242-249 (1998)
- A. Borgi : “Apprentissage supervisé par une méthode polythétique de génération de règles. Application à la classification d’images”, RJCIA'98 - 4es Rencontres Nationales des Jeunes Chercheurs en Intelligence Artificielle, Toulouse, France, pp. 37-45 (1998)
- A. Borgi, J.‑M. Bazin, H. Akdag : “Supervised Classification by Automatic Rules Generation”, Fourth World Congress on Expert Systems, Application of Advanced Information Technologies, Mexico City, Mexico (1998)
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1997
- A. Borgi, J.‑M. Bazin, H. Akdag : “Classification supervisée d’images par génération automatique de règles”, Cinquièmes rencontres de la Société Francophone de Classification, Lyon, France, pp. 43-48 (1997)
- A. Borgi, S. El Kassar : “Using Artificial Intelligence for Cognitive Simulation”, Second LAAS International Conference on Computer Simulation, Beirut, Lebanon (1997)
- A. Borgi, S. El Kassar : “Raisonnement à Partir de Cas et Simulation. Application au Comportement Cognitif”, Première Conférence Francophone de Modélisation et Simulation, MOSIM 97, Rouen, France, pp. 559-561, (Hermès) (1997)
- A. Borgi, J. Mathieu : “Vers une modélisation de l’approche qualitative de novices en statistiques”, Cinquièmes Journées Francophones Environnements Interactifs d'Apprentissage avec Ordinateur (AFCET, AFIA), EIAO'97, Cachan, France, pp. 197-208, (Hermès) (1997)