Publications et réalisations précédentes

Les principales publications des participants à ce projet en lien direct ou indirect avec le sujet :

Revues d’audience internationale

  • F. BLANCHARD, P. VAUTROT, H. AKDAG & M. HERBIN, Data Representativeness Based on Fuzzy Set Theory, Journal of Uncertain Systems, World Academic Press, pp 216-228, Août 2010.
  • H. BOUDOUDA, H. SERIDI , M. NEMISSI & H. AKDAG, Fuzzy-possibilistic Classification, Resolution of Initialization, Journal of Advanced Computational Intelligence & Intelligent Informatics, pp 45-51, Fuji Technology Press, Janvier 2009.
  • M. NEMISSI, H. SERIDI & H. AKDAG, The Labeled Systems of Multiple Neural Networks, International Journal of Neural Systems, 321-330, WorldSci, Vol. 18, N° 4, Août 2008.
  • H. SERIDI, H. AKDAG, R. MANSOURI & M. NEMISSI, Approximate Reasoning in Supervised Classification Systems, Journal of Advanced Computational Intelligence & Intelligent Informatics, pp 586-593, Fuji technology Press, Juillet 2006.
  • M. ATIEH, R. YOUNES, M. KHALIL & H. AKDAG, Classification of the Car Seats by Detecting the Muscular Fatigue in the EMG Signal, International Journal of Computational Cognition, pp 48-54, Vol 3, N°4, Yangsky, 2005.
  • BORGI & H. AKDAG, Knowledge Based supervised Fuzzy-Classification: An application to image processing, Annals of Mathematics and Artificial Intelligence, Special Issue: Representations of Uncertainty, vol 32, pp 67-86, Kluwer Academic Publishers, 2001.
  • BORGI & H. AKDAG, Apprentissage supervisé et raisonnement approximatif, l’hypothèse des imperfections, Revue d’Intelligence Artificielle, vol 15, n° 1, pp 55-85, Editions Hermès, 2001.
  • HARTERT L., SAYED MOUCHAWEH M., BILLAUDEL P., Monitoring of non stationary systems using dynamic Pattern Recognition, book chapter on “Intelligent Industrial Systems: Modelling, Automation and Adaptive Behaviour”, April 2010.
  • L. HARTERT, M. SAYED MOUCHAWE, P. BILLAUDEL, A semi-supervised dynamic version of Fuzzy K-Nearest Neighbours to monitor evolving systems, Springer, Evolving Systems, Vol. 1, June 2010.
  • M. SAYED MOUCHAWEH, Semi Supervised Classification Method for Dynamic Applications, Elsevier, Fuzzy Sets and Systems (FSS), Vol. 161, February 2010, 544-563.
  • K. BEGHDAD BEY, F. BENHAMMADI, Z. GUESSOUM, A. MOKHTARI. CPU Load Prediction Using Neuro-Fuzzy and Bayesian Inferences. in NeuroComputing, Elsevier, voVol. 74 N°10, pp. 1606-1616, May 2011.
  • K. BEGHDAD BEY, F. BENHAMMADI, Z. GUESSOUM, A. MOKHTARI. “Mixture of ANFIS Systems for CPU Load Prediction in Metacomputing Environment”. in Future Generation Computer Systems journal, Elsevier, Vol. 26, N°7, pp. 1003-1011, 2010.
  • Z. GUESSOUM, J.-P. BRIOT, N. FACI and O. MARIN. Towards Reliable MASs. An Adaptive Replication Mechanism. International Journal of MultiAgent and Grid Systems, IOSPRESS, Vol. 6, N°1, PP. 1-31, March 2010.
  • Z. GUESSOUM. Adaptive Agents and Multi-Agent Systems. In Distributed Systems Online Journal, IEEE Computer Society, vol. 5, N°7, pp. 1-4, July, 2004 (Invited Column).

Conférences Internationales

  • N. JOUANDEAU, P. BONNIN, V. HUGEL, P. BLAZEVIC, From Color Groups to Scene Interpretation, Workshop of Humanoid Soccer Robots, IEEE-RAS International Conference on Humanoid Robots, Paris 2009.
  • A. SAIDANE, H. AKDAG & I. TRUCK, Une approche SMA de l’Agrégation et de la Coopération des Classifieurs, Conférence Internationale SETIT’2005 Sciences Electroniques, Technologiques de l’Information et des Télécommunication, Sousse, Tunisie, p 126, Mars 2005.

Chapitre de livre :

  • A. BORGI, J.-M. BAZIN & H. AKDAG, Two Methods of Linear Correlation Search for a Knowledge Based Supervised Classification, Lecture Notes in Computer Sciences, Vol 1415/1998, pp 696-707, 1998.