Ch. Gonzales, P. Perny : “Decision Under Uncertainty”, chapter in A Guided Tour of Artificial Intelligence Research, vol. I, Knowledge Representation, Reasoning and Learning, pp. 549-586, (Springer) (2020)
Ch. Gonzales, P. Perny : “Multicriteria Decision Making”, chapter in A Guided Tour of Artificial Intelligence Research, vol. I, Knowledge Representation, Reasoning and Learning, pp. 519-548, (Springer), (ISBN: 978-3-030-06164-7) (2020)
C. Maestre, Gh. Mukhtar, Ch. Gonzales, S. Doncieux : “Iterative affordance learning with adaptive action generation”, International Conference on Development and Learning (ICDL) and the International Conference on Epigenetic Robotics (EpiRob), Lisbon, Portugal (2017)
Ch. Gonzales, L. Torti, P.‑H. Wuillemin : “aGrUM: a Graphical Universal Model framework”, IEA/AIE 2017 - 30th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, vol. 10351, Lecture Notes in Computer Science, Arras, France, pp. 171-177, (Springer) (2017)
M. Hourbracq, P.‑H. Wuillemin, Ch. Gonzales, . Baumard : “Real time learning of non-stationary processes with dynamic Bayesian Networks”, Information Processing and Management of Uncertainty in Knowledge-Based Systems, vol. 610, Communications in Computer and Information Science, Eindhoven, Netherlands, pp. 338-350, (Springer International Publishing) (2016)
C. Butz, A. Dos Santos, Jh. Oliveira, Ch. Gonzales : “A Simple Method for Testing Independencies in Bayesian Networks”, 29th Canadian Conference on Artificial Intelligence, vol. 9673, Lecture Notes in Computer Science, Victoria, Canada, pp. 213-223 (2016)
P. Viappiani, P. Perny, Ch. Gonzales : “Elicitation of Non-linear Utility Models”, European Conference on Operations Research, Preference Learning stream, Rome, Italy (2013)
S. Dubuisson, Ch. Gonzales : “Min-Space Integral Histogram”, European Conference on Computer Vision (ECCV'12), vol. 7573, Lecture Notes in Computer Science, Florence, Italy, pp. 188-201 (2012)
L. Torti, Ch. Gonzales, P.‑H. Wuillemin : “Patterns Discovery for Efficient Structured Probabilistic Inference”, SUM 2011 - 5th International Conference on Scalable Uncertainty Management, vol. 6929, Lecture Notes in Computer Science, Dayton, OH, United States, pp. 247-260, (Springer) (2011)
Ch. Gonzales, S. Dubuisson, X. Nguyen : “Simultaneous Partitioned Sampling for articulated object tracking”, Proceedings of Advanced Concepts for Intelligent Vision Systems (ACIVS'11), vol. 6915, Lecture Notes In Computer Sciences, Ghent, Belgium, pp. 150-161, (Springer) (2011)
Y. Seddik, Ch. Gonzales, S. Kedad‑Sidhoum : “Single machine scheduling with delivery dates and cumulative payoffs”, proceedings of the 5th Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA'11), Phoenix, Arizona, United States, pp. 261-274 (2011)
J.‑Ph. Dubus, Ch. Gonzales, P. Perny : “Fast Recommendations using {GAI} Models”, IJCAI'09, International Joint Conference on Artificial Intelligence, Pasadena, California, United States, pp. 1896-1901 (2009)
J.‑Ph. Dubus, Ch. Gonzales, P. Perny : “Multiobjective Optimization using {GAI} Models”, IJCAI'09 International Joint Conference on Artificial Intelligence, Pasadena, California, United States, pp. 1902-1907 (2009)
M. Abdellaoui, Ch. Gonzales : “Multiattribute Utility Theory”, chapter in Decision Making Process: Concepts and Methods, pp. 579-616, (ISTE -- Wiley), (ISBN: 978-1-84821-116-2) (2009)
2008
Ch. Gonzales, P. Perny, S. Queiroz : “Preference Aggregation with Graphical Utility Models”, Proceedings of the 23rd AAAI conference on Artificial Intelligence, Chicago, Illinois, United States, pp. 1037-1042 (2008)
Ch. Gonzales, Kh. Mellouli, O. Mourali : “On Directed and Undirected Propagation Algorithms for Bayesian Networks”, European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, vol. 4724, Lecture Notes in Artificial Intelligence, Hammamet, Tunisia, pp. 598-610, (Springer) (2007)
S. Queiroz, Ch. Gonzales, P. Perny : “Décision collective avec des réseaux {GAI}”, 8e Congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2007), Grenoble, France, pp. 217-227, (Presses Universitaires de Grenoble) (2007)
Ch. Gonzales, P. Perny, S. Queiroz : “Réseaux {GAI} pour la prise de décision”, Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, vol. 21 (4), pp. 555-587, (Lavoisier) (2007)
M. Abdellaoui, Ch. Gonzales : “Théorie de l’Utilité Multi-attributs”, chapitre de Concepts et méthodes pour l'aide à la décision, vol. 3, pp. 25-62, (Hermès), (ISBN: 2-7462-1291-9) (2006)
2005
Ch. Gonzales, P. Perny : “GAI Networks for Decision Making under Certainty”, 19th International Joint Conference on Artificial Intelligence -- workshop on advances in preference handling, Edinburgh, United Kingdom, pp. 100-105 (2005)
2004
Ch. Gonzales, P. Perny : “Graphical Models for Utility Elicitation under Risk”, DIMACS-LAMSADE workshop on computer science and decision theory, vol. 3, ANNALES DU LAMSADE, Paris, France, pp. 157-178 (2004)
Ch. Gonzales, P. Perny : “GAI Networks for Utility Elicitation”, KR 2004 - 9th International Conference on the Principles of Knowledge Representation and Reasoning, Whistler, British Columbia, Canada, pp. 224-234 (2004)