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
- Benaskeur, A., Kabanza, F. and Beaudry, E. CORALS: A Real-Time Planner for Anti-Air Defence Operations. ACM Transactions on Intelligent Systems and Technology (TIST), 1(2):13:1-21, 2010.
- Chamberland, S., Beaudry, É., Clavien, L., Kabanza, F., Michaud, F. and Lauria, M. Motion Planning for an Omnidirectional Robot With Steering Constraints. Proc. of IEEE/RSJ Int’l Conference on Intelligent Robots and Systems (IROS), 2010.
- Beaudry, É., Bisson, F., Chamberland, S. and Kabanza, F. Using Markov Decision Theory to Provide a Fair Challenge in a Roll-and-Move Board Game. Proc. of the 2010 IEEE Conference on Computational Intelligence and Games, 2010.
- Beaudry, É., Kabanza, F. and Michaud, F. Planning for Concurrent Action Executions Under Action Duration Uncertainty Using Dynamically Generated Bayesian Networks. Proc. of Int’l Conference on Automated Planning and Scheduling (ICAPS), 2010.
- Beaudry, É., Kabanza, F. and Michaud, F. Planning with Concurrency under Resources and Time Uncertainty. Proc. of European Conference on Automated Artificial Intelligence (ECAI), 2010.
- Kabanza, F., Bellefeuille, P., Bisson, F., Benaskeur, A., and Irandoust, H. Opponent Behaviour Recognition for Real-Time Strategy Games. Proc. of AAAI Workshop on Plan, Activity and Intent Recognition (PAIR), 2010.
- Irandoust, H., Benaskeur, A., Kabanza, F., and Bellefeuille, P. A Mixed-Initiative Advisory System for Threat Evaluation. Proc. of 15th International Command and Control Research and Technology Symposium (ICCRTS), 2010.
- Goldman, R, Kabanza, F., and Bellefeuille, P. Plan Libraries for Plan Recognition: Do We Really Know What They Model? (Position Paper). Proc. of AAAI Workshop on Plan, Activity and Intent Recognition (PAIR), 2010.
- Rahati, A. and Kabanza, F. Persuasive Dialogues in an Intelligent Tutoring System for Medical Diagnosis. Proc. of Int’l Conference on Intelligent Tutoring Systems (ITS), 2010.
- Belghith, K. and Kabanza, F. Using a Randomized Path Planner to Generate 3D Task Demonstrations of Robot Operations. Proc. of Int’l Conference on Autonomous and Intelligent Systems (AIS), 2010.
- Rahati, A. and Kabanza, F. Automated Planning of Tutorial Dialogues. Proc. of Int’l Conference on Autonomous and Intelligent Systems (AIS), 2010.
- Rahati, A. and Kabanza, F. Delivering Tutoring Feedback Using Persuasive Dialogues. Proc. of Int’l Conference on Intelligent Tutoring Systems (ITS) – Young Researcher Track, 2010.