Michel Verleysen

发表

Michel Verleysen, Michel Verleysen, Katerina Hlavackova, 1996 .

Unsupervised dimensionality reduction: from principal component analysis to modern nonlinear techniques

John Aldo Lee, Michel Verleysen, 2010 .

A real-time VLSI-based architecture for multi-motion estimation

Jean-Didier Legat, Michel Verleysen, J. P. Cornil, 1992, Proceedings., 11th IAPR International Conference on Pattern Recognition. Vol. IV. Conference D: Architectures for Vision and Pattern Recognition,.

Feedforward unsupervised models

Michel Verleysen, 1996 .

A Performance Evaluation of Mutual Estimators for Multivariate Feature Selection

Gauthier Doquire, Michel Verleysen, 2013 .

Precision of sum-of-products in analog neural networks

Paul Jespers, Michel Verleysen, 1990 .

Sélection de variables par information mutuelle et rééchantillonnage

Michel Verleysen, 2007 .

Time series forecasting with SOM and local non-linear models - Application to the DAX30 index prediction

Amaury Lendasse, Geoffroy Simon, Michel Verleysen, 2003 .

Information theoretic feature selection for non-standard data

Michel Verleysen, 2011 .

Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model

Sophea Chhun, Michel Verleysen, Dona Valy, 2019, ICPRAM.

VLSI Chips for Neural Networks

Paul Jespers, Michel Verleysen, 1991 .

Feature selection with low-dimensional mutual information

Michel Verleysen, 2008 .

Neural networks models

Michel Verleysen, François Blayo, F. Blayo, 1993 .

Les principaux modèles de réseaux de neurones artificiels

Michel Verleysen, 1995 .

A FPGA-based control unit for dedicated parallel processor

Jean-Didier Legat, Philippe Thissen, Michel Verleysen, 1995 .

Design and Application of Analog Fuzzy Logic Controllers

C. Dualibe, Michel Verleysen, 2004 .

Neural Networks 2006 Special Issue "Advances in Self-Organizing Maps-WSOM 05"

Marie Cottrell, Michel Verleysen, 2006 .

PRECISION OF COMPUTATIONS IN ANALOG NEURAL NETWORKS

Paul Jespers, Michel Verleysen, 1991 .

Une procédure d'initialisation de type LVQ pour le réseau RCE

Jean-Didier Legat, Michel Verleysen, 1992 .

Supervised nonparametric information theoretic classification

Jean-Philippe Thiran, Cédric Archambeau, Torsten Butz, 2004, ICPR 2004.

A VLSI neural network with capacitive synapses

Paul Jespers, Michel Verleysen, D. Martin, 1989 .

Analog implementation of an associative memory: learning algorithm and VLSI constraints

Jean-Didier Legat, Paul Jespers, Michel Verleysen, 1993 .

Learning High-Dimensional Data with Artificial Neural Networks

Michel Verleysen, 2007 .

Machine learning for high-dimensional data: the curse of dimensionality, feature selection and manifold learning

Michel Verleysen, 2011 .

About the Optimality of Mutual Information for Feature Selection

Michel Verleysen, 2012, ICONIP 2012.

A Performance Evaluation of Mutual Information Estimators for Multivariate Feature Selection

Gauthier Doquire, Michel Verleysen, 2013 .

Incremental feature computation and classification for image segmentation

John Aldo Lee, Michel Verleysen, Guillaume Bernard, 2012 .

How to assess the quality of nonlinear dimensionality reduction techniques

John Aldo Lee, Michel Verleysen, 2009 .

High-dimensional Data Analysis and Feature Selection

Michel Verleysen, 2008 .

Tensor factorization to extract patterns in multimodal EEG data

John Aldo Lee, Michel Verleysen, Dounia Mulders, 2019, ESANN.

Fundamental and information processing aspects of neurocomputing

Joos Vandewalle, Michel Verleysen, J. Vandewalle, 2002 .

Independent component analysis for face authentication

Luc Vandendorpe, John Aldo Lee, Michel Verleysen, 2002 .

A VLSI Associative Processor for Neural-Like Classification Algorithms

Jean-Didier Legat, Philippe Thissen, Michel Verleysen, 1996 .

Application of suboptimal Bayesian classification to handwritten numerals recognition

Jean-Didier Legat, Philippe Thissen, Jean-Luc Voz, 1994 .

Time Series Benchmarking Competition: The CATS Benchmark

Erkki Oja, Amaury Lendasse, Olli Simula, 2004 .

Projet ESPRIT ELENA. Réalisations VLSI de réseaux de neurones

Joan Cabestany, Michel Verleysen, 1994 .

Stochastic computations in VLSI analog neural networks

Paul Jespers, Michel Verleysen, 1991 .

Data Visualization with Nonlinear Projections

Michel Verleysen, 2011 .

A new VLSI architecture for neural associative memories

Paul Jespers, Michel Verleysen, Bruno Sirletti, 1989 .

High-dimensional data analysis: Looking for fast models ?

Michel Verleysen, 2011 .

Time series prediction and the curse of dimensionality

Michel Verleysen, 2007 .

Matching properties of CMOS SOI transistors

Jean-Didier Legat, Philippe Thissen, Michel Verleysen, 1994, Proceedings of the Fourth International Conference on Microelectronics for Neural Networks and Fuzzy Systems.

Time Series Forecasting using CCA and Kohonen Maps - Applications to Electricity Consumption

Amaury Lendasse, Vincent Wertz, John Aldo Lee, 2000 .

Feature selection with mutual information and resampling

Michel Verleysen, 2007 .

Parameter-free feature selection with mutual information

Damien François, Michel Verleysen, 2008 .

Machine learning for high-dimensional data

Michel Verleysen, 2010 .

Feature selection for supervised inter-patient heart beat classification

Gauthier Doquire, Damien François, Michel Verleysen, 2011, BIOSIGNALS 2011.

Estimation de redondance pour le clustering de variables spectrales

Michel Verleysen, Damien François, Catherine Krier, 2008 .

Nouvelles méthodes de conception de systèmes électroniques intégrés

Lotfi Guedria, Michel Verleysen, Damien Hubaux, 2002 .

Classification et prédiction fonctionnelles d'actifs boursiers en intraday

Michel Verleysen, Simon Dablemont, 2004 .

Les Réseaux de Neurones Artificiels

Michel Verleysen, Michel Verleysen, François Blayo, 1996 .