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ORCIDKamel Mekhnacha
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2010 – 2019
- 2018
[c11]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: 217-226- [c10]Christine Sinoquet, Kamel Mekhnacha:
Combining latent tree modeling with a random forest-based approach, for genetic association studies. ESANN 2018 - [c9]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: 290-302 - 2017
- [c8]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: 1273-1278 - 2011
- [j3]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): 4-19 (2011) - [c7]Kamrad Khoshhal, Hadi Aliakbarpour, Kamel Mekhnacha, Julien Ros, João Quintas, Jorge Dias:
LMA-Based Human Behaviour Analysis Using HMM. DoCEIS 2011: 189-196 - [c6]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: 277-285 - 2010
- [c5]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: 1-8
2000 – 2009
- 2009
- [c4]Julien Ros, Kamel Mekhnacha:
Multi-sensor human tracking with the Bayesian Occupancy Filter. DPS 2009: 1-8 - 2008
- [c3]Kamel Mekhnacha, Yong Mao, David Raulo, Christian Laugier:
The "fast clustering-tracking" algorithm in the Bayesian occupancy filter framework. MFI 2008: 238-245 - [p2]M. K. Tay, Kamel Mekhnacha, Manuel Yguel, Christophe Coué, Cédric Pradalier, Christian Laugier, Thierry Fraichard, Pierre Bessière:
The Bayesian Occupation Filter. Probabilistic Reasoning and Decision Making in Sensory-Motor Systems 2008: 77-98 - [p1]Kamel Mekhnacha, Pierre Bessière:
BCAD: A Bayesian CAD System for Geometric Problems Specification and Resolution. Probabilistic Reasoning and Decision Making in Sensory-Motor Systems 2008: 205-231 - 2007
- [j2]Kamel Mekhnacha, Juan Manuel Ahuactzin, Pierre Bessière, Emmanuel Mazer, Linda Smail:
Exact and approximate inference in ProBT. Rev. d'Intelligence Artif. 21(3): 295-332 (2007) - 2006
- [c2]Cheng Chen, Christopher Tay, Christian Laugier, Kamel Mekhnacha:
Dynamic Environment Modeling with Gridmap: A Multiple-Object Tracking Application. ICARCV 2006: 1-6 - 2001
- [j1]Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière:
The design and implementation of a Bayesian CAD modeler for robotic applications. Adv. Robotics 15(1): 45-69 (2001) - 2000
- [c1]Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière:
A robotic CAD system using a Bayesian framework. IROS 2000: 1597-1604
Coauthor Index
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