Kamel Mekhnacha

Publication Activity (10 Years)

Years Active: 2000-2018
Publications (10 Years): 4

Top Topics

Highly Correlated

Feature Selection

Observed Variables

Top Venues

Publications

Christine Sinoquet, Kamel Mekhnacha
Combining latent tree modeling with a random forest-based approach, for genetic association studies. ESANN (2018)
Christine Sinoquet, Kamel Mekhnacha
Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application. IDA (2018)
Christine Sinoquet, Kamel Mekhnacha
Random Forest Framework Customized to Handle Highly Correlated Variables: An Extensive Experimental Study Applied to Feature Selection in Genetic Data. DSAA (2018)
Alexis Mignon, Alban Bronisz, Ronan Le Hy, Kamel Mekhnacha, Luís Santos
Learning through sharing and distributing knowledge with application to object recognition and information retrieval. RO-MAN (2017)
Kamrad Khoshhal, Hadi Aliakbarpour, Kamel Mekhnacha, Julien Ros, João Quintas, Jorge Dias
LMA-Based Human Behaviour Analysis Using HMM. DoCEIS (2011)
Hadi Aliakbarpour, Kamrad Khoshhal, João Quintas, Kamel Mekhnacha, Julien Ros, Maria Andersson, Jorge Dias
HMM-Based Abnormal Behaviour Detection Using Heterogeneous Sensor Network. DoCEIS (2011)
Christian Laugier, Igor E. Paromtchik, Mathias Perrollaz, Yong Mao, John-David Yoder, Christopher Tay, Kamel Mekhnacha, Amaury Nègre
Probabilistic Analysis of Dynamic Scenes and Collision Risks Assessment to Improve Driving Safety. IEEE Intell. Transp. Syst. Mag. 3 (4) (2011)
Julien Ros, Kamel Mekhnacha
A generative model for 3D range sensors in the Bayesian Occupancy filter framework: Application for fusion in smart home monitoring. FUSION (2010)
Julien Ros, Kamel Mekhnacha
Multi-sensor human tracking with the Bayesian Occupancy Filter. DPS (2009)
Kamel Mekhnacha, Yong Mao, David Raulo, Christian Laugier
The "fast clustering-tracking" algorithm in the Bayesian occupancy filter framework. MFI (2008)
Kamel Mekhnacha, Juan Manuel Ahuactzin, Pierre Bessière, Emmanuel Mazer, Linda Smail
Exact and approximate inference in ProBT. Rev. d'Intelligence Artif. 21 (3) (2007)
Cheng Chen, Christopher Tay, Christian Laugier, Kamel Mekhnacha
Dynamic Environment Modeling with Gridmap: A Multiple-Object Tracking Application. ICARCV (2006)
Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière
The design and implementation of a Bayesian CAD modeler for robotic applications. Adv. Robotics 15 (1) (2001)
Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière
A robotic CAD system using a Bayesian framework. IROS (2000)