Kamel Mekhnacha

According to our database, Kamel Mekhnacha authored at least 16 papers between 2000 and 2018.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2018

Random Forests with Latent Variables to Foster Feature Selection in the Context of Highly Correlated Variables. Illustration with a Bioinformatics Application.

Christine Sinoquet, Kamel Mekhnacha

Proceedings of the Advances in Intelligent Data Analysis XVII, 2018

Combining latent tree modeling with a random forest-based approach, for genetic association studies.

Christine Sinoquet, Kamel Mekhnacha

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Random Forest Framework Customized to Handle Highly Correlated Variables: An Extensive Experimental Study Applied to Feature Selection in Genetic Data.

Christine Sinoquet, Kamel Mekhnacha

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017

Learning through sharing and distributing knowledge with application to object recognition and information retrieval.

Alexis Mignon, Alban Bronisz, Ronan Le Hy, Kamel Mekhnacha, Luís Santos

Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017

2011

Probabilistic Analysis of Dynamic Scenes and Collision Risks Assessment to Improve Driving Safety.

Christian Laugier, Igor E. Paromtchik, Mathias Perrollaz, Yong Mao, John-David Yoder, Christopher Tay, Kamel Mekhnacha, Amaury Nègre

IEEE Intell. Transp. Syst. Mag., 2011

LMA-Based Human Behaviour Analysis Using HMM.

Kamrad Khoshhal, Hadi Aliakbarpour, Kamel Mekhnacha, Julien Ros, João Quintas, Jorge Dias

Proceedings of the Technological Innovation for Sustainability, 2011

HMM-Based Abnormal Behaviour Detection Using Heterogeneous Sensor Network.

Hadi Aliakbarpour, Kamrad Khoshhal, João Quintas, Kamel Mekhnacha, Julien Ros, Maria Andersson, Jorge Dias

Proceedings of the Technological Innovation for Sustainability, 2011

2010

A generative model for 3D range sensors in the Bayesian Occupancy filter framework: Application for fusion in smart home monitoring.

Julien Ros, Kamel Mekhnacha

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Multi-sensor human tracking with the Bayesian Occupancy Filter.

Julien Ros, Kamel Mekhnacha

Proceedings of the 16th International Conference on Digital Signal Processing, 2009

2008

The Bayesian Occupation Filter.

M. K. Tay, Kamel Mekhnacha, Manuel Yguel, Christophe Coué, Cédric Pradalier, Christian Laugier, Thierry Fraichard, Pierre Bessière

Proceedings of the Probabilistic Reasoning and Decision Making in Sensory-Motor Systems, 2008

BCAD: A Bayesian CAD System for Geometric Problems Specification and Resolution.

Kamel Mekhnacha, Pierre Bessière

Proceedings of the Probabilistic Reasoning and Decision Making in Sensory-Motor Systems, 2008

The "fast clustering-tracking" algorithm in the Bayesian occupancy filter framework.

Kamel Mekhnacha, Yong Mao, David Raulo, Christian Laugier

Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2008

2007

Exact and approximate inference in ProBT.

Kamel Mekhnacha, Juan Manuel Ahuactzin, Pierre Bessière, Emmanuel Mazer, Linda Smail

Rev. d'Intelligence Artif., 2007

2006

Dynamic Environment Modeling with Gridmap: A Multiple-Object Tracking Application.

Cheng Chen, Christopher Tay, Christian Laugier, Kamel Mekhnacha

Proceedings of the Ninth International Conference on Control, 2006

2001

The design and implementation of a Bayesian CAD modeler for robotic applications.

Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière

Adv. Robotics, 2001

2000

A robotic CAD system using a Bayesian framework.

Kamel Mekhnacha, Emmanuel Mazer, Pierre Bessière

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000