Présentation Offres Références R&D Rejoignez-nous ! Contact FR / EN / ES Publications Non-standard architectures for probabilistic computation 2016 "Evidences of Stochastic Bayesian Machines Robustness Against SEUs and SETs" A. Coelho, M. Solinas, R. Laurent, J. Fraire, E. Mazer, N. Zergainoh, S. Karaoui, R. Velazco Radiation Effects on Components & Systems Conference (RADECS) 2016 "Bayesian Sensor Fusion with Fast and Low Power Stochastic Circuits" A. Coninx, R. Laurent, A. Aslam, J. Lobo, P. Bessière, E. Mazer and J. Droulez IEEE International Conference on Rebooting Computing 2016 "Design of Stochastic Machines Dedicated to Approximate Bayesian inferences" M. Faix, R. Laurent, P. Bessière, E. Mazer and J. Droulez IEEE Transactions on Emerging Topics in Computing 2016 "Autonomous Robot Controller Using Bitwise Gibbs Sampling" R. Canillas, R. Laurent, M. Faix, D. Vaufreydaz and E. Mazer IEEE 15th International Conference on Cognitive Informatics and Cognitive Computing 2015 "Stochastic Bayesian Computation for Autonomous Robot Sensorimotor Systems" M. Faix, J. Lobo, R. Laurent, D. Vaufreydaz and E. Mazer Workshop on Unconventional Computing for Bayesian Inference (UCBI) at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2015) 2015 "Cognitive Computation: a Bayesian Machine Case Study" M. Faix, E. Mazer, R. Laurent, M.-O. Abdallah, R. Le Hy and J. Lobo IEEE 14th International Conference on Cognitive Informatics and Cognitive Computing ProBT 2013 Bayesian Programming Book Pierre Bessière, Emmanuel Mazer, Juan-Manuel Ahuactzin, Kamel Mekhnacha. « Bayesian Programming », book, Chapman and Hall/CRC., ISBN: 9781439880326, 2013. 2007 "Exact and approximate inference in ProBT"- "Revue d’Intelligence Artificielle" K. Mekhnacha, J. M. Ahuactzin, P. Bessière, E. Mazer, and L. Smail Vol. 21/3, pp. 295-332 2006 "A unifying frameword for exact and approximate Bayesian inference" K. Mekhnacha, J. M. Ahuactzin, P. Bessière, E. Mazer, and L. Smail INRIA- Rhône-Alpes Research Report - E-MOTION team, RR-55797 Multi-sensors fusion with BOF Library 2008 "Multisensor Fusion and Integration for Intelligent Systems" - Lecture Notes in Electrical Engineering - Article K. Mekhnacha, Y. Mao, D. Raulo, and C. Laugier Springer-Verlag (Ed.), chapter "The 'Fast Clustering-Tracking' algorithm in the Bayesian Occupancy Filter framework" 2008 "Probabilistic Reasoning and Decision Making in Sensory-Motor Systems" Book C. Tay, K. Mekhnacha, M. Yguel, C. Coué, C. Pradalier, C. Laugier, T. Fraichard, and P. Bessiere Springer (Ed.), Chapter "The Bayesian Occupation Filter" 2008 "The 'Fast Clustering-Tracking' algorithm in the Bayesian Occupancy Filter framework" Conference K. Mekhnacha, Y. Mao, D. Raulo, and C. Laugier "Proc. of the IEEE Int. Conf. on Multisensor Fusion and Integration for Intelligent Systems" - Korea - 2007 "An Efficient Formulation of the Bayesian Occupation Filter for Target Tracking in Dynamic Environments" C. Tay, K. Mekhnacha, C. Chen, M. Yguel, and C. Laugier International Journal Of Autonomous Vehicles Behavior recognition 2011 "Situation Awareness and Prediction using Probabilistic Occupancy Map and Concurrent Hidden Markov Model - Application to Abnormal Situation Detection around an ATM" Article Julien Ros & KamelMekhnacha The 12th International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS2011) Delft, Netherlands 2011 "LMA-based Human Behaviour Analysis Using HMM " Kamrad Khoshhal, Hadi Aliakbarpour, Kamel Mekhnacha, Julien Ros, Joao Quintas and Jorge Dias Second Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS’11 Lisbon, Portugal 2011 "HMM-based Abnormal Behaviour Detection Using Heterogeneous Sensor Net-work" Hadi Aliakbarpour, Kamrad Khoshhal, Joao Quintas, Kamel Mekhnacha, Julien Ros, Maria Andersson, Stavros Ntalampiras and Jorge Dias Second Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS’11 Lisbon, Portugal 2010 "Bayesian Fusion of Visible Cameras for Behaviour Recognition " Conférence nationale Julien Ros & Kamel Mekhnacha Compression et Représentation des Signaux Audiovisuels (CORESA 2010) Lyon, France 2010 "A Generative Model for 3D range Sensors in the Bayesian Occupancy Filter Framework: Application for Fusion in Smart Home Monitoring" JulienRos & Kamel Mekhnacha 16th International Conference on Digital Signal Processing - Special Session on Fusion of Heterogeneous Data for Robust Estimation and Classification Santorini, Grèce 2009 "Multi-Sensor Human Tracking with the Bayesian Occupancy Filter" Julien Ros & Kamel Mekhnacha Second Doctoral Conference on Computing, Electrical and Industrial Systems, DoCEIS’11 Lisbon, Portugal 2008 "Prometheus?: Prediction and Interpretation of Human Behaviour Based on Probabilistic Structures and Heterogeneous Sensors" Jorgen Ahlberg, Dejan Arsic, Todor Ganchev, Anna Linderhed, Paulo Menezes, Stavros Ntalampiras, Tadeusz Olma, Ilyas Potamitis and Julien Ros 18th European Conference on Artificial Intelligence Patras, Grèce Tous droits réservés - ProbaYes SAS RCS Grenoble B 450 538 830 - 180 avenue de l'Europe, Inovallée 38330 Montbonnot - Mentions légales