Kamel Mekhnacha

16 papers A 1B 4C 2Journal 3Unranked 4

Year	Rank	Type	Title / Venue / Authors
2018	B	`conf`	Combining latent tree modeling with a random forest-based approach, for genetic association studies. ESANN Christine Sinoquet, Kamel Mekhnacha
2018	B	`conf`	Random Forest Framework Customized to Handle Highly Correlated Variables: An Extensive Experimental Study Applied to Feature Selection in Genetic Data. DSAA Christine Sinoquet, Kamel Mekhnacha
2018	B	`conf`	Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application. IDA Christine Sinoquet, Kamel Mekhnacha
2017	B	`conf`	Learning through sharing and distributing knowledge with application to object recognition and information retrieval. RO-MAN Alexis Mignon, Alban Bronisz, Ronan Le Hy, Kamel Mekhnacha, Luís Santos
2011	—	`conf`	HMM-Based Abnormal Behaviour Detection Using Heterogeneous Sensor Network. DoCEIS Hadi Aliakbarpour, Kamrad Khoshhal, João Quintas, Kamel Mekhnacha, Julien Ros, Maria Andersson, Jorge Dias
2011	—	`conf`	LMA-Based Human Behaviour Analysis Using HMM. DoCEIS Kamrad Khoshhal, Hadi Aliakbarpour, Kamel Mekhnacha, Julien Ros, João Quintas, Jorge Dias
2011	J	`jnl`	Probabilistic Analysis of Dynamic Scenes and Collision Risks Assessment to Improve Driving Safety. IEEE Intell. Transp. Syst. Mag. Christian Laugier, Igor E. Paromtchik, Mathias Perrollaz, Yong Mao, John-David Yoder, Christopher Tay, Kamel Mekhnacha, Amaury Nègre
2010	C	`conf`	A generative model for 3D range sensors in the Bayesian Occupancy filter framework: Application for fusion in smart home monitoring. FUSION Julien Ros, Kamel Mekhnacha
2009	—	`conf`	Multi-sensor human tracking with the Bayesian Occupancy Filter. DPS Julien Ros, Kamel Mekhnacha
2008	—	`ch.`	BCAD: A Bayesian CAD System for Geometric Problems Specification and Resolution. Probabilistic Reasoning and Decision Making in Sensory-Motor Systems Kamel Mekhnacha, Pierre Bessière
2008	—	`conf`	The "fast clustering-tracking" algorithm in the Bayesian occupancy filter framework. MFI Kamel Mekhnacha, Yong Mao, David Raulo, Christian Laugier
2008	—	`ch.`	The Bayesian Occupation Filter. Probabilistic Reasoning and Decision Making in Sensory-Motor Systems M. K. Tay, Kamel Mekhnacha, Manuel Yguel, Christophe Coué, Cédric Pradalier, Christian Laugier, Thierry Fraichard, Pierre Bessière
2007	J	`jnl`	Exact and approximate inference in ProBT. Rev. d'Intelligence Artif. Kamel Mekhnacha, Juan Manuel Ahuactzin, Pierre Bessière, Emmanuel Mazer, Linda Smail
2006	C	`conf`	Dynamic Environment Modeling with Gridmap: A Multiple-Object Tracking Application. ICARCV Cheng Chen, Christopher Tay, Christian Laugier, Kamel Mekhnacha
2001	J	`jnl`	The design and implementation of a Bayesian CAD modeler for robotic applications. Adv. Robotics Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière
2000	A	`conf`	A robotic CAD system using a Bayesian framework. IROS Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière