Froduald Kabanza

Froduald Kabanza est professeur titulaire à la Faculté des sciences de l’Université de Sherbrooke et enseigne au département d’informatique. Il s’intéresse au potentiel transformateur de l’intelligence artificielle et à ses impacts potentiels sur l’économie et la vie quotidienne. Son programme de recherche porte sur les algorithmes d’intelligence artificielle utilisant des techniques des domaines de l’apprentissage automatique, de la planification, de la reconnaissance des plans et d’autres paradigmes mathématiques pour le raisonnement automatisé.

Coordonnées | Répertoire des spécialistes de l’UdeS

Publications

2015

  • Bisson, F., Larochelle, H. and Kabanza, F. Using a Recursive Neural Network to Learn an Agent’s Decision Model for Plan Recognition. Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), 2015.

2014

  • Langley, C., Allen, A., Kabanza, F. and Bellefeuille, P. Toward Autonomy for Deep-Space Infrastructure. Proc. of International Symposium on Artificial Intelligence, Robotics and Automation in Space (i-SAIRAS), 2014.
  • Beaudoin, M., Kabanza, F., Nault, V. and Valiquette, L. An Antimicrobial Prescription Surveillance System that Learns from Experience. AI Magazine Spring 2014, pages 15-25, 2014.

2013

  • Kabanza, F., Filion, J., Benaskeur, A. and Irandoust, H. Controlling the Hypothesis Space in Probabilistic Plan Recognition. Proc. of 23rd International Joint Conference on Artificial Intelligence (IJCAI), 2013.
  • Beaudoin, M., Kabanza, F., Nault, V. and Valiquette, L. An Antimicrobial Prescription Surveillance System that Learns from Experience. Proc. of 25th Conference on Innovative Applications of Artificial Intelligence (IAAI), 2013.
  • Beaudoin, M., Kabanza, F., Nault, V. and Valiquette, L. Learning to Identify Inappropriate Antimicrobial Prescriptions. Proc. of 14th Conference on Artificial Intelligence in Medicine (AIME), 2013.
  • Belghith, K., Kabanza, F. and Hartman, Leo. Randomized Path Planning with Preferences in Highly Complex Dynamic Environments. Robotica 31(8):1195-1208, 2013

2012

  • Irandoust, H., Benaskeur, A., Roy, J. and Kabanza, F. Threat Analysis in Distributed Environments. In Distributed Data Fusion for Network-Centric Operations, Edited by Hall, D.L., Chong, C.Y., Llinas, J. and Liggins II, M. CRC Press, Chapter 11, pages 295-326, 2012.
  • Belghith, K., Kabanza, F., Nkambou, R. and Hartman, L. An Intelligent Simulator for Tele-robotics Training. Artificial Intelligence Review 37(4):313-330, 2012.
  • Belghith, K., Kabanza, F., Bellefeuille, P. and Hartman, L. Automated camera planning to film robot operations. IEEE Transactions on Learning Technologies (TLT), 5:1, pages 11-19, 2012.

2011

  • Chamberland, S., Kabanza, F. Heuristic Planning in Adversarial Dynamic Domains. Proc. of Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Student Abstract and Poster Program, 2011.
  • Bisson, F., Kabanza, F., Benaskeur, A. and Irandoust, H. Provoking Opponents to Facilitate the Recognition of their Intentions. Proc. of Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Student Abstract and Poster Program, 2011.

2010