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Christophe Sabourin

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A Human-like Visual-Attention-based Artificial Vision System for Wildland Firefighting Assistance

Kurosh Madani , Viachaslau Kachurka , Christophe Sabourin , Veronique Amarger , Vladimir Golovko
Applied Intelligence, 2018, 48 (8), pp.2157-2179. ⟨10.1007/s10489-017-1053-6⟩
Article dans une revue hal-01681960v1

Generating Human-Like Velocity-Adapted Jumping Gait from sEMG Signals for Bionic Legs Control

W. Yu , W. Ma , Y. Feng , R. Wang , K. K. Madani
Journal of Sensors, 2017, ⟨10.1155/2017/7360953⟩
Article dans une revue hal-01681971v1

A Dual Approach for Machine-Awareness in Indoor Environment Combining Pseudo-3D Imaging and Soft-computing Techniques

Kurosh K. Madani , D. Hassan , C. Sabourin
International journal of machine learning and cybernetics, 2017, 8 (6), pp.1795-1814. ⟨10.1007/s13042-016-0559-2⟩
Article dans une revue hal-01568406v1

Unsupervised Band Selection using Block Diagonal Sparsity for Hyperspectral Image Classification

J. Wang , K. Zhang , P. Pei , K. K. Madani , C. Sabourin
IEEE Geoscience and Remote Sensing Letters, 2017, 14 (11), pp.2062-2066. ⟨10.1109/LGRS.2017.2751082⟩
Article dans une revue hal-01681969v1

Nonholonomic Mobile System Control By Combining EEG-based BCI with ANFIS

W. Yu , H. Feng , Y. Feng , K. K. Madani , C. Sabourin
Bio-Medical Materials and Engineering, IOS Press, 2016, pp.1125-1133. ⟨10.3233/BME-151409⟩
Article dans une revue hal-01568404v1

A Soft-Computing basis for robots’ cognitive autonomous learning

D. M. Ramík , K. K. Madani , C. Sabourin
Soft Computing, 2015, 19 (9), pp.2407-2421. ⟨10.1007/s00500-014-1495-2⟩
Article dans une revue hal-01568411v1

Salient environmental sound detection framework for machine awareness

J. Wang , K. Zhang , K. K. Madani , C. Sabourin
Neurocomputing, 2015, 152, pp.444‑454. ⟨10.1016/j.neucom.2014.09.046⟩
Article dans une revue hal-01568414v1

A machine learning based intelligent vision system for autonomous object detection and recognition

D. M. Ramík , C. Sabourin , R. Moreno , K. K. Madani
Applied Intelligence, 2014, 40 (2), pp.358‑375. ⟨10.1007/s10489-013-0461-5⟩
Article dans une revue hal-01568417v1

Autonomous knowledge acquisition based on artificial curiosity: Application to mobile robots in an indoor environment

D. M. Ramík , C. Sabourin , K. K. Madani
Robotics and Autonomous Systems, 2013, 61 (12), pp.1680‑1695. ⟨10.1016/j.robot.2013.06.005⟩
Article dans une revue hal-01568425v1

A Novel Path Planning Approach for Multi-robot Based Transportation

T. Wang , Christophe Sabourin , Kurosh Madani
International Journal of Robotics and Automation, 2013, pp.DOI 10.2316/Journal.206.2013.3.206-3756, 2013
Article dans une revue hal-00915544v1

A Machine Learning based Intelligent Vision System for Autonomous Object Detection and Recognition

Dominik Ramik , Christophe Sabourin , Kurosh Madani
Applied Intelligence, 2013, pp.DOI 10.1007/s10489-013-0461-5. ⟨10.1007/s10489-013-0461-5⟩
Article dans une revue hal-00915534v1

From Visual Patterns to Semantic Description: a Cognitive Approach Using Artificial Curiosity as the Foundation

Dominik M. Ramik , Kurosh Madani , Christophe Sabourin
Pattern Recognition Letters, 2013, DOI 10.1016/j.patrec.2013.05.014, 2013
Article dans une revue hal-00915536v1

A Novel Path Planning Approach For Multi-Robot Based Transportation

T. Wang , C. Sabourin , K. K. Madani
International Journal of Robotics and Automation, Acta Press, 2013, 28 (3), pp.251-259. ⟨10.2316/Journal.206.2013.3.206-3756⟩
Article dans une revue hal-01568421v1

From visual patterns to semantic description: A cognitive approach using artificial curiosity as the foundation

D. M. Ramík , K. K. Madani , C. Sabourin
Pattern Recognition Letters, 2013, 34 (14), pp.1577‑1588. ⟨10.1016/j.patrec.2013.05.014⟩
Article dans une revue hal-01568424v1

Gait Pattern Based on CMAC Neural Network for Robotic Applications

C. Sabourin , W. Yu , K. K. Madani
Neural Processing Letters, Springer, 2013, 38 (2), pp.261‑279. ⟨10.1007/s11063-012-9257-6⟩
Article dans une revue hal-01568426v1

Autonomous Knowledge Acquisition based on Artificial Curiosity: Application to Mobile Robots in Indoor Environment

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
Robotics and Autonomous Systems, 2013, pp.DOI 10.1016/j.robot.2013.06.005, 2013
Article dans une revue hal-00915537v1

Gait Pattern Based on CMAC Neural Network For Robotic Applications

Christophe Sabourin , Weiwei Yu , Kurosh Madani
Neural Processing Letters, 2013, 38 (2), pp.261-279
Article dans une revue hal-00915547v1

Intelligent systems for Industrial Robotics: Application in Logistic Field

T. Wang , D. M. Ramik , C. Sabourin , K. K. Madani
Industrial Robot: An International Journal, 2012, 39 (3), pp.251-259. ⟨10.1108/01439911211217071⟩
Article dans une revue hal-01679979v1

Intelligent systems for Industrial Robotics: Application in Logistic Field

Ting Wang , Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
Industrial Robot: An International Journal, 2012, 39 (3), pp.251-259
Article dans une revue hal-00915550v1

Multi-level cognitive machine-learning based concept for human-like "artificial" walking: application to autonomous stroll of humanoid robots

Kurosh Madani , Christophe Sabourin
Neurocomputing, 2011, 74, pp.1213-1228
Article dans une revue hal-00915552v1

Multi-level cognitive machine-learning based concept for human-like "artificial" walking: application to autonomous stroll of humanoid robots

K. K. Madani , C. Sabourin
Neurocomputing, 2011, 74, pp.1213-1228. ⟨10.1016/j.neucom.2010.07.021⟩
Article dans une revue hal-01679984v1

Adult human spinal cord harbors neural precursor cells that generate neurons and glial cells in vitro

C. Dromard , H. Guillon , V. Rigau , C. Ripoll , C. Sabourin
Journal of Neuroscience Research, 2008, 86 (9), pp.1916-1926. ⟨10.1002/jnr.21646⟩
Article dans une revue hal-02156283v1

Control Strategy for the Robust Dynamic Walk of a Biped Robot

Christophe Sabourin , Olivier Bruneau , Gabriel Buche
The International Journal of Robotics Research, 2006, 25, (9) p. 843-860
Article dans une revue hal-00092004v1

Using Computer Vision to Improve SME Performance

Kokou Lissassi , Paul-Eric Dossou , Christophe Sabourin
International Conference on Flexible Automation and Intelligent Manufacturing (FAIM), Jun 2023, Potrto, Portugal. pp.107-116, ⟨10.1007/978-3-031-38241-3_13⟩
Communication dans un congrès hal-04274374v1

Machine-Awareness in Indoor Environment: A Pseudo-3D Vision-Based Approach Combining Multi-Resolution Visual Information

K. K. Madani , H. Fraihat , C. Sabourin
Proc. Of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2017, 2017, Bucharest, Romania. pp.419-424, ⟨10.1109/IDAACS.2017.8095116⟩
Communication dans un congrès hal-01681995v1

A Pseudo-3D Vision-Based Dual Approach for Machine-Awareness in Indoor Environment Combining Multi-Resolution Visual Information

H. Fraihat , K. K. Madani , C. Sabourin
Proc. of the International Work-conference on Artificial Neural Networks, IWANN 2017, 2017, Cadiz, Spain. pp.644-654, ⟨10.1007/978-3-319-59147-6_55⟩
Communication dans un congrès hal-01681996v1

Learning-Based Distance Evaluation in robot vision: A Comparison of ANFIS, MLP, SVR and Bilinear Interpolation Models

H. Fraihat , C. Sabourin , K. K. Madani
Proc. of the International Conference on Neural Computation Theory & Applications, NCTA 2015, 2015, Lisbon, Portugal. pp.168-173
Communication dans un congrès hal-01682005v1

Soft-Computing Based Fast Visual Objects’ Distance Evaluation for Robots’ Vision

H. Fraihat , K. K. Madani , C. Sabourin
Proc. of the 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2015, Sep 2015, Warsaw, Poland. pp.81-86, ⟨10.1109/IDAACS.2015.7340705⟩
Communication dans un congrès hal-01568463v1

Salient Foreground Object Detection based on Sparse Reconstruction for Artificial Awareness

J. Wang , K. Zhang , K. K. Madani , C. Sabourin , J. Zhang
Proc. of International Conference on Informatics in Control Automation and Robotics, ICINCO 2015, Jul 2015, Colmar, France. pp.430-437
Communication dans un congrès hal-01568458v1

From Human Eye Fixation to Human-like Autonomous Artificial Vision

V. Kachurka , K. K. Madani , C. Sabourin , V. Golovko
Proc. of the International Work-conference on Artificial Neural Networks, IWANN 2015, Jun 2015, Palma de Mallorca, Spain. pp.171-184, ⟨10.1007/978-3-319-19258-1_15⟩
Communication dans un congrès hal-01568460v1

Visual saliency based approach to object detection in computer vision systems: Real life applications

V. Kachurka , K. K. Madani , C. Sabourin , V. Golovko
Proc. of the 8th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2015, Sep 2015, Warsaw, Poland. pp.239-244, ⟨10.1109/IDAACS.2015.7340736⟩
Communication dans un congrès hal-01568465v1

Dual 2-D Images-Based Approach for Objects’ 3-D Characterization and Localization for Machine-Awareness in Indoor Environment

D. Hassan , K. K. Madani , C. Sabourin
Proc. Of the 7th IEEE International Conference on Awareness Science and Technologies, iCAST 2015, Sep 2015, Qinghuangdao, China. pp.201-206, ⟨10.1109/ICAwST.2015.7314047⟩
Communication dans un congrès hal-01568461v1

At Odds with Curious Cats, Curious Robots Acquire Human-Like Intelligence

D. M. Ramík , K. K. Madani , C. Sabourin
Proc. of International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2014, Jun 2014, Brest, Belarus. pp.112‑123
Communication dans un congrès hal-01568469v1

A Statistical Approach to Human-Like Visual Attention and Saliency Detection for Robot Vision: Application to Wildland Fires’ Detection

V. Kachurka , K. K. Madani , C. Sabourin , V. Golovko
Proc. of International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2014, Jun 2014, Brest, Belarus. pp.124‑135
Communication dans un congrès hal-01568466v1

Interaction homme-robot et conceptualisation de connaissances

C. Sabourin , K. Madani
Journées Nationales de la Robotique Interactive, Cité de l’espace, 2014, Toulouse, France
Communication dans un congrès hal-01682040v1

Multi-scale feature based salient environmental sound recognition for machine awareness

J. Wang , K. Zhang , K. K. Madani , C. Sabourin
Proc. of 6th IEEE International Conference on Awareness Science and Technology, iCAST 2014, Oct 2014, Paris, France. pp.89-94
Communication dans un congrès hal-01568471v1

Perception, langage, curiosité : éléments clés pour la conceptualisation de connaissances en robotique interactive

C. Sabourin , K. Madani
Workshop Affects Compagnons Artificiels, Interaction, W. A. C. A. I., 2014, Rouen, France
Communication dans un congrès hal-01682039v1

Interaction homme-robot et conceptualisation de connaissances

C. Sabourin , K. K. Madani
Journées Nationales de la Robotique Interactive, Nov 2014, Toulouse, France
Communication dans un congrès hal-01568487v1

Perception, langage, curiosité: éléments clés pour la conceptualisation de connaissances en robotique interactive

C. Sabourin , K. K. Madani
Workshop Affects Compagnons Artificiels, Interaction, WACAI 2014, Jun 2014, Rouen, France
Communication dans un congrès hal-01568488v1

Autonomous Knowledge Acquisition Based on Active Learning: Application to Humanoid Robots in Indoor Environment

Dominik M. Ramik , Christophe Sabourin , Kurosh K. Madani
Proc. Of the IEEE International Conference on Robotic and Automation, ICRA 2013, May 2013, Karlsruhe, Germany. pp.1771-1776
Communication dans un congrès hal-00922881v1

Artificial curiosity driven autonomous knowledge discovery based on learning by interaction

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. of 7th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, IDAACS 2013, Sep 2013, Berlin, Germany. pp.855‑860
Communication dans un congrès hal-01568482v1

Heterogeneous information saliency features’ fusion approach for machine’s environment sounds based awareness

J. Wang , K. Zhang , K. K. Madani , C. Sabourin
Proc. of 5th IEEE International Conference on Awareness Science and Technology, ICAST 2013, Nov 2013, Aizu-Wakamatsu, Japan. pp.197‑205
Communication dans un congrès hal-01568479v1

Heterogeneous Information Saliency Features' Fusion Approach for Machine's Environment Sounds Based Awareness

Jingyu Wang , Ke Zhang , Kurosh Madani , Christophe Sabourin
5th IEEE International Conference on Awareness Science and Technology - ICAST 2013, Nov 2013, Aizu- Wakamatsu, Japan. pp.197-204
Communication dans un congrès hal-00915584v1

Artificial Curiosity Emerging Human-Like Behaviour: A Fundation for Fully Autonomous Cognitive Machines

Dominik M. Ramik , Kurosh Madani , Christophe Sabourin
International Joint Conference on Computational Intelligence, Sep 2013, Vilamoura, Algarve, Portugal. ISBN 978-989-8565-77-8, pp. 407-419
Communication dans un congrès hal-00922870v1

Artificial Curiosity Driven Autonomous Knowledge Discovery Based on Learning by Interaction

Dominik M. Ramik , Kurosh Madani , Christophe Sabourin
IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems, Sep 2013, Berlin, Germany. pp. 855-860
Communication dans un congrès hal-00922875v1

A Visualized Acoustic Saliency Feature Extraction Method for Environment Sound Signal Processing

Jingyu Wang , Ke Zhang , Kurosh Madani , Christophe Sabourin
IEEE TENCON 2013, Oct 2013, Xi'an, China. pp. 407-419
Communication dans un congrès hal-00922868v1

A visualized acoustic saliency feature extraction method for environment sound signal processing

J. Wang , K. Zhang , K. K. Madani , C. Sabourin
Proc. Of the 2013 IEEE Region 10 Conference, TENCON 2013, Oct 2013, Xi’an, China. pp.1‑4
Communication dans un congrès hal-01568478v1

A Cognitive Approach for Robots’ Autonomous Learning

D. M. Ramík , K. K. Madani , C. Sabourin
Proc. Of the 12th International Work-Conference on Artificial Neural Networks, IWANN 2013, Jun 2013, Puerto de la Cruz, Tenerife, Spain. pp.309-320
Communication dans un congrès hal-01569685v1

A Cognitive Approach for Robots' Autonomous Learning

Dominik M. Ramik , Kurosh Madani , Christophe Sabourin
International Work-Conference on Artificial Neural Networks, IWANN 2013, Jun 2013, Puerto de la Cruz, Tenerife, Spain. pp. 309-320
Communication dans un congrès hal-00922878v1

Artificial Curiosity Emerging Human-like Behaviour - A Fundation for Fully Autonomous Cognitive Machines

D. M. Ramík , K. K. Madani , C. Sabourin
Proc. of the International Conference on Neural Computation Theory and Applications, NCTA 2013, Sep 2013, Vilamoura, Algarve, Portugal. pp.407‑419
Communication dans un congrès hal-01568481v1

Spherical coordinates framed RGB color space dichromatic reflection model based image segmentation : application to wildland fire's outlines extraction

V. Amarger , Dominik M. Ramik , Christophe Sabourin , Kurosh Madani , Ramon Moreno
Third International Conference on Image Processing Theory, Tools and Applications, Oct 2012, Istanbul, Turkey. pp.19-24
Communication dans un congrès hal-00761655v1

Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires' Outlines Extraction

Véronique Amarger , Dominik M. Ramik , Christophe Sabourin , Kurosh Madani , Ramon Moreno
IEEE International conference on Image Processing Theory, Tools and Applications, Oct 2012, Istanbul, Turkey. pp. 19-24
Communication dans un congrès hal-00922895v1

Spherical Coordinates Framed RGB Color Space Dichromatic Reflection Model Based Image Segmentation: Application to Wildland Fires’ Outlines Extraction

V. Amarger , D. M. Ramík , C. Sabourin , K. K. Madani , R. Moreno
Proc. Of the IEEE International conference on Image Processing Theory, Tools and Applications, IPTA 2012, 2012, Istanbul, Turkey. pp.19-24
Communication dans un congrès hal-01680014v1

Hybrid Artificial Vision System Combining Salient Object Extraction and Machine-Learning Skills

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. of the International Conference on Pattern Recognition and Information Processing, PRIP 2011, 2011, Minsk, Belarus. pp.366-369
Communication dans un congrès hal-01680039v1

Hybrid Salient Object Extraction Approach with Automatic Estimation of Visual Attention Scale

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. Of the 7th IEEE International Conference on Signal Image Technology & Internet-Based Systems, SITIS 2011, 2011, Dijon, France. pp.438-445
Communication dans un congrès hal-01680037v1

Strategy Based on Machine Learning for the Control of a Rigid Formation in a Multi-Robots Frame

Ting Wang , Christophe Sabourin , Kurosh Madani
IFAC - International Conference on Informatics in Control Automation and Robotics (IFAC - ICINCO 2011), Jul 2011, Noordwijkerhout, Netherlands. pp. 300-303
Communication dans un congrès hal-00922921v1

A Neural Fuzzy Inference based Adaptive Controller Using Learning Process for Nonholonomic Robots

T. Wang , F. Gautero , C. Sabourin , K. K. Madani
Proc. Of the International Work Conference on Neural Networks, IWANN 2011, 2011, Torremolinos-Málaga, Spain. pp.81-88
Communication dans un congrès hal-01680027v1

A Real-time Robot Vision Approach Combining Visual Saliency and Unsupervised Learning

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. Of the 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2011, 2011, Paris, France. pp.241-248
Communication dans un congrès hal-01680036v1

Hybrid Salient Object Extraction Approach with Automatic Estimation of Visual Attention Scale

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
7th IEEE International Conference on Signal Image Technology & Internet-Based Systems (IEEE - SITIS 2011), Nov 2011, Dijon, France. pp. 438-445
Communication dans un congrès hal-00922899v1

Machine Learning for Heterogeneous Multi-Robots Systems in Logistic Application Frame

T. Wang , D. M. Ramik , C. Sabourin , K. K. Madani
Proc. Of the 14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2011, 2011, Paris, France. pp.207-214
Communication dans un congrès hal-01680035v1

Machine Learning for Heterogeneous Multi-Robots Systems in Logistic Application Frame

Kurosh Madani , Ting Wang , Dominik M. Ramik , Christophe Sabourin
14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR 2011), Sep 2011, Paris, France. pp. 207-214
Communication dans un congrès hal-00922915v1

Strategy Based on Machine Learning for the Control of a Rigid Formation in a Multi-Robots Frame

T. Wang , C. Sabourin , K. K. Madani
Proc. of the International Conference on Informatics in Control Automation and Robotics, ICINCO 2011, 2011, Noordwijkerhout, Netherlands. pp.300-303
Communication dans un congrès hal-01680034v1

A Cognitive Approach for Robots’ Vision Using Unsupervised Learning and Visual Saliency

D. M. Ramík , C. Sabourin , K. K. Madani
Proc. Of the International Work Conference on Neural Networks, IWANN 2011, 2011, Torremolinos-Málaga, Spain. pp.65-72
Communication dans un congrès hal-01680025v1

A Cognitive Approach for Robots' Vision Using Unsupervised Learning and Visual Saliency

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
International Work Conference on Neural Networks (IWANN 2011), Jun 2011, Torremolinos‐Málaga, Spain. pp. 65-72
Communication dans un congrès hal-00922938v1

A Real-time Robot Vision Approach Combining Visual Saliency and Unsupervised Learning

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
14th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR 2011), Sep 2011, Paris, France. pp. 241-248
Communication dans un congrès hal-00922911v1

Hybrid Artificial Vision System Combining Salient Object Extraction and Machine-Learning Skills

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
International Conference on Pattern Recognition and Information Processing (PRIP 2011), May 2011, Minsk, Belarus. pp. 366-369
Communication dans un congrès hal-00922925v1

A Neural Fuzzy Inference based Adaptive Controller Using Learning Process for Nonholonomic Robots

Ting Wang , Fabien Gautero , Christophe Sabourin , Kurosh Madani
International Work Conference on Neural Networks (IWANN 2011), Jun 2011, Torremolinos‐Málaga, Spain. pp. 81-88
Communication dans un congrès hal-00922942v1

ANFIS controller for non-holonomic robots

T. Wang , C. Sabourin , K. K. Madani
Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2010, 2010, Brest, Belarus. pp.320-325
Communication dans un congrès hal-01680068v1

Toward Human Inspired Semantic SLAM

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
IFAC-IEEE International Conference on Informatics in Control Automation and Robotics (IFAC/IEEE ICINCO 2010), Jun 2010, Funchal, Madeira, Portugal. pp. 360-363
Communication dans un congrès hal-00922955v1

Self-optimizing of structure parameters for CMAC neural network

W. Yu , C. Sabourin , K. K. Madani
Proc. of the IEEE International Symposium on Knowledge Acquisition and Modeling, KAM 2010, 2010, Wuhan, China. pp.432-436
Communication dans un congrès hal-01680069v1

Toward Human Inspired Semantic SLAM

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. of the International Conference on Informatics in Control Automation and Robotics, ICINCO 2010, 2010, Funchal, Madeira, Portugal. pp.360-363
Communication dans un congrès hal-01680072v1

Designing Human Inspired SLAM for Humanoid Robots

D. Ramik , C. Sabourin , K. K. Madani
5èmes Journées Nationales de la Robotique Humanoïde, Futuroscope, 2010, Poitiers, France
Communication dans un congrès hal-01680103v1

On Human Inspired Semantic SLAM's Feasibility

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
6th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing (ANNIIP 2010), Jun 2010, Funchal, Madeira, Portugal. pp. 99-108
Communication dans un congrès hal-00922953v1

Designing Human Inspired SLAM for Humanoid Robots

Dominik M. Ramik , Christophe Sabourin , Kurosh Madani
5èmes Journées Nationales de la Robotique Humanoïde, Jun 2010, Futuroscope, Poitiers, France
Communication dans un congrès hal-00915565v1

Self-optimizing of structure parameters for CMAC neural network

Weiwei Yu , Christophe Sabourin , Kurosh Madani
IEEE International Symposium on Knowledge Acquisition and Modeling (KAM 2010), Oct 2010, Wuhan, China. pp. 432-436
Communication dans un congrès hal-00922949v1

On Human Inspired Semantic SLAM's Feasibility

D. M. Ramik , C. Sabourin , K. K. Madani
Proc. of 6th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2010, 2010, Funchal, Madeira, Portugal. pp.99-108
Communication dans un congrès hal-01680071v1

ANN Based Solutions: It Is Time to Defeat Real-World and Industrial Dilemmas

K. K. Madani , V. Amarger , C. Sabourin
Proc. of 10th International Work-Conference on Artificial Neural Networks, IWANN 2009, 2009, Salamanca, Spain. pp.1328-1335
Communication dans un congrès hal-01680078v1

Foot Step Planning for Biped Robots Based on Fuzzy Q-Learning Approach

W. Yu , C. Sabourin , K. K. Madani , Y. Jie
Proc. Of the 5th International Conference on Informatics in Control Automation and Robotics, ICINCO 2008, 2008, Madeira, Portugal. pp.183-188
Communication dans un congrès hal-01680086v1

Design of Footstep Planning Controller for Humanoid Robot in Dynamic Environment

W. Yu , C. Sabourin , K. K. Madani
Proc. of IEEE International Symposium Conference on Knowledge Acquisition and Modeling, KAM 2008, 2008, Wuhan, China. pp.840-843
Communication dans un congrès hal-01680088v1

CMAC Neural network's Structure Optimization for Function Approximation

W. Yu , C. Sabourin , K. K. Madani , Y. Jie
Proc. Of the International Conference on Neural Networks and Artificial Intelligence, ICNNAI 2008, 2008, Minsk, Belarus. pp.320-325
Communication dans un congrès hal-01680093v1

Obstacle Avoidance Strategy for Biped Robot Based on Fuzzy Q-Learning

C. Sabourin , K. K. Madani , W. Yu , J. Yan
Proc. of the 11th International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines, CLAWAR 2008, 2008, Coimbra, Portugal. pp.695-702
Communication dans un congrès hal-01680089v1

Artificial Curiosity as the Foundation for Cognitive Robots,” in Bridges between the Methodological and Practical Work of the Robotics and Cognitive Systems Communities-From Sensors to Concepts

D-M. Ramik , K. K. Madani , C. Sabourin
Y. Amirat, A. Chibani and G-P. Zarri. Intelligent Systems Reference Library series, Springer, 2018
Chapitre d'ouvrage hal-01568540v1

Machine-Learning-Based Visual Objects’ Distances Evaluation: a Comparison of ANFIS, MLP, SVR and Bilinear Interpolation Models

K. K. Madani , H. Fraihat , C. Sabourin
J-J. Merelo, A. Rosa, J-M. Cadenas, A. Dourado-Correia, K. Madani, A. Ruano and J. Filipe. Computational Intelligence- Studies in Computational Intelligence, Revised and Selected Papers of the International Joint Conference, IJCCI 2015, 669, Springer, pp.462-479, 2016, ⟨10.1007/978-3-319-48506-5_24⟩
Chapitre d'ouvrage hal-01568539v1

Artificial Curiosity Emerging Human-like Behavior: Toward Fully Autonomous Cognitive Robots

K. K. Madani , C. Sabourin , D. M. Ramik
K. Madani and A. Dourado Correia and A. Rosa and J. Filipe and J. Kacprzyk. Computational Intelligence: Revised and Selected Papers of the 5th International Joint Conference, Springer, pp.501-516, 2015, ⟨10.1007/978-3-319-23392-5_28⟩
Chapitre d'ouvrage hal-01682087v1

Autonomous Knowledge Discovery Based on Artificial Curiosity-Driven Learning by Interaction

K. K. Madani , D. M. Ramik , C. Sabourin
R. Duro and Y. Kondratenko. Advances in Intelligent Robotics and Collaborative Automation, River Publishers, pp.73-94, 2015
Chapitre d'ouvrage hal-01682086v1

A Cognitive Approach for Robots’ Autonomous Learning

D. M. Ramík , K. K. Madani , C. Sabourin
I. Rojas and G. Joya and J. Gabestany Eds. Computational Intelligence, Springer, pp.309‑320, 2013, ⟨10.1007/978-3-642-38679-4_30⟩
Chapitre d'ouvrage hal-01568544v1

CMAC Structure Optimization Based on Modified Q-learning Approach and Its Applications

W. Yu , K. K. Madani , C. Sabourin
K. Madani, A. Dourado-Correia, A. Rosa and J. Filipe. Computational Intelligence- Studies in Computational Intelligence, Revised and Selected Papers of the International Joint Conference, IJCCI 2011,, Springer, pp.347-359, 2013, ⟨10.1007/978-3-642-35638-4_23⟩
Chapitre d'ouvrage hal-01568543v1

Autonomous Gait Pattern for a Dynamic Biped Walking

C. Sabourin , K. K. Madani , O. Bruneau
J. Andrade Cetto and J-l. Ferrier and J. M. Pereira and J. Filipe. Informatics in Control Automation and Robotics, Lecture Notes in Electrical Engineering Series, vol. 15, Springer, pp.123-140, 2008, ⟨10.1007/978-3-540-79142-3_11⟩
Chapitre d'ouvrage hal-01680162v1