Kamel Mekhnacha

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