| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Gael de Lannoy, Damien François, Jean Delbeke, Michel Verleysen |
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification.  |
IEEE Trans. Biomed. Engineering  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
A Comparison of Multivariate Mutual Information Estimators for Feature Selection. |
ICPRAM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Handling Imprecise Labels in Feature Selection with Graph Laplacian. |
ICPRAM |
2012 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Gael de Lannoy, Damien François, Michel Verleysen |
Feature Selection for Interpatient Supervised Heart Beat Classification. |
Comp. Int. and Neurosc. |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Shift-invariant similarities circumvent distance concentration in stochastic neighbor embedding and variants. |
Procedia CS |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee |
Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Benoît Frénay, Michel Verleysen |
Parameter-insensitive kernel in extreme learning for non-linear support vector regression. |
Neurocomputing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Damien François, Vincent Wertz, Michel Verleysen |
Choosing the Metric: A Simple Model Approach. |
Meta-Learning in Computational Intelligence |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Benoît Frénay, Gael de Lannoy, Michel Verleysen |
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
An Hybrid Approach to Feature Selection for Mixed Categorical and Continuous Data. |
KDIR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Feature Selection with Mutual Information for Uncertain Data. |
DaWaK |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Mutual information based feature selection for mixed data. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Mutual information for feature selection with missing data. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gael de Lannoy, Damien François, Michel Verleysen |
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. |
ESANN |
2011 |
DBLP BibTeX RDF |
|
| 1 | Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance. |
WSOM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gauthier Doquire, Gael de Lannoy, Damien François, Michel Verleysen |
Feature Selection for Inter-patient Supervised Heart Beat Classification. |
BIOSIGNALS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems. |
IWANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Gauthier Doquire, Michel Verleysen |
Feature Selection for Multi-label Classification Problems. |
IWANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Michel Verleysen |
Feature Selection for High-dimensional Data Analysis. |
IJCCI (NCTA) |
2011 |
DBLP BibTeX RDF |
|
| 1 | Arnaud de Decker, John Aldo Lee, Michel Verleysen |
A principled approach to image denoising with similarity kernels involving patches. |
Neurocomputing |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Scale-independent quality criteria for dimensionality reduction. |
Pattern Recognition Letters |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen |
Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient. |
CIARP |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
Self Organizing Star (SOS) for health monitoring. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Arnaud de Decker, John Aldo Lee, Damien François, Michel Verleysen |
Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Benoît Frénay, Michel Verleysen |
Using SVMs with randomised feature spaces: an extreme learning approach. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Axel Wismüller, Michel Verleysen, Michaël Aupetit, John Aldo Lee |
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, Michel Verleysen |
Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs. |
ESANN |
2010 |
DBLP BibTeX RDF |
|
| 1 | Gael de Lannoy, Damien François, Jean Delbeke, Michel Verleysen |
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. |
BIOSIGNALS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
Aircraft Engine Health Monitoring Using Self-Organizing Maps. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Aurélien Hazan, Michel Verleysen, Marie Cottrell, Jérôme Lacaille |
Trajectory Clustering for Vibration Detection in Aircraft Engines. |
ICDM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Unsupervised dimensionality reduction: Overview and recent advances. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Victor Onclinx, John Aldo Lee, Vincent Wertz, Michel Verleysen |
Dimensionality reduction by rank preservation. |
IJCNN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Michel Verleysen, Fabrice Rossi, Damien François |
Advances in Feature Selection with Mutual Information |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Quality assessment of dimensionality reduction: Rank-based criteria. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen |
K nearest neighbours with mutual information for simultaneous classification and missing data imputation. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Vanessa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury |
Information-theoretic feature selection for functional data classification. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Elia Liitiäinen, Michel Verleysen, Francesco Corona, Amaury Lendasse |
Residual variance estimation in machine learning. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Victor Onclinx, Vincent Wertz, Michel Verleysen |
Nonlinear data projection on non-Euclidean manifolds with controlled trade-off between trustworthiness and continuity. |
Neurocomputing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann (eds.) |
Similarity-Based Clustering, Recent Developments and Biomedical Applications [outcome of a Dagstuhl Seminar] |
Similarity-Based Clustering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Michel Verleysen, Fabrice Rossi, Damien François |
Advances in Feature Selection with Mutual Information. |
Similarity-Based Clustering |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Simbed: Similarity-Based Embedding. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
multiscale optimization, similarity measure, manifold learning, stochastic gradient, Nonlinear dimensionality reduction |
| 1 | Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen |
Supervised variable clustering for classification of NIR spectra. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | John Aldo Lee, Arnaud de Decker, Michel Verleysen |
Adaptive anisotropic denoising: a bootstrapped procedure. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Arnaud de Decker, John Aldo Lee, Michel Verleysen |
Patch-based bilateral filter and local m-smoother for image denoising. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Benoît Frénay, Gael de Lannoy, Michel Verleysen |
Improving the transition modelling in hidden Markov models for ECG segmentation. |
ESANN |
2009 |
DBLP BibTeX RDF |
|
| 1 | Marie Cottrell, Patrice Gaubert, Cédric Eloy, Damien François, Geoffroy Hallaux, Jérôme Lacaille, Michel Verleysen |
Fault Prediction in Aircraft Engines Using Self-Organizing Maps. |
WSOM |
2009 |
DBLP DOI BibTeX RDF |
aircraft engine maintenance, self-organizing maps, fault detection, general linear models |
| 1 | Gael de Lannoy, Michel Verleysen, Jean Delbeke |
Assessment and Comparison of Time Realignment Methods for Supervised Heart Beat Classification. |
BIOSIGNALS |
2009 |
DBLP BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Quality assessment of nonlinear dimensionality reduction based on K-ary neighborhoods. |
Journal of Machine Learning Research - Proceedings Track |
2008 |
DBLP BibTeX RDF |
|
| 1 | Dinh-Tuan Pham, Frédéric Vrins, Michel Verleysen |
On the Risk of Using RÉnyi's Entropy for Blind Source Separation. |
IEEE Transactions on Signal Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Catherine Krier, Fabrice Rossi, Damien François, Michel Verleysen |
A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Nicolas Delannay, Michel Verleysen |
Collaborative filtering with interlaced generalized linear models. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Cédric Archambeau, Nicolas Delannay, Michel Verleysen |
Mixtures of robust probabilistic principal component analyzers. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | John Aldo Lee, Frédéric Vrins, Michel Verleysen |
Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition. |
Neurocomputing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Nian, Guangrong Ji, Michel Verleysen |
An Alternative to Center-Based Clustering Algorithm Via Statistical Learning Analysis. |
ICIC |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolas Delannay, Cédric Archambeau, Michel Verleysen |
Improving the Robustness to Outliers of Mixtures of Probabilistic PCAs. |
PAKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Nian, Guangrong Ji, Michel Verleysen |
An Unsupervised Gaussian Mixture Classification Mechanism Based on Statistical Learning Analysis. |
FSKD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, Michel Verleysen |
Using the Delta Test for Variable Selection. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen |
K-nearest neighbours based on mutual information for incomplete data classification. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | John Aldo Lee, Michel Verleysen |
Rank-based quality assessment of nonlinear dimensionality reduction. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Victor Onclinx, Vincent Wertz, Michel Verleysen |
Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity. |
ESANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Gael de Lannoy, Arnaud de Decker, Michel Verleysen |
A Supervised Learning Approach Based on the Continuous Wavelet Transform for R Spike Detection in ECG. |
BIOSIGNALS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Gael de Lannoy, Arnaud de Decker, Michel Verleysen |
A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. |
BIOSTEC (Selected Papers) |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Damien François, Vincent Wertz, Michel Verleysen |
The Concentration of Fractional Distances. |
IEEE Trans. Knowl. Data Eng. |
2007 |
DBLP DOI BibTeX RDF |
distance concentration, fractional distances, high-dimensional data, Nearest neighbor search |
| 1 | Frédéric Vrins, John Aldo Lee, Michel Verleysen |
A Minimum-Range Approach to Blind Extraction of Bounded Sources. |
IEEE Transactions on Neural Networks |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Sylvain Lespinats, Michel Verleysen, Alain Giron, Bernard Fertil |
DD-HDS: A Method for Visualization and Exploration of High-Dimensional Data. |
IEEE Transactions on Neural Networks |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Cédric Archambeau, Michel Verleysen |
Robust Bayesian clustering. |
Neural Networks |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen |
Resampling methods for parameter-free and robust feature selection with mutual information |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Eric de Bodt, Marie Cottrell, Patrick Letrémy, Michel Verleysen |
On the use of self-organizing maps to accelerate vector quantization |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Eric de Bodt, Marie Cottrell, Michel Verleysen |
Statistical tools to assess the reliability of self-organizing maps |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen |
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Geoffroy Simon, Amaury Lendasse, Marie Cottrell, Jean-Claude Fort, Michel Verleysen |
Time Series Forecasting: Obtaining Long Term Trends with Self-Organizing Maps |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Fabrice Rossi, Nicolas Delannay, Brieuc Conan-Guez, Michel Verleysen |
Representation of Functional Data in Neural Networks |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen |
Fast Selection of Spectral Variables with B-Spline Compression |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen |
Resampling methods for parameter-free and robust feature selection with mutual information. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffroy Simon, Michel Verleysen |
High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffroy Simon, John Aldo Lee, Marie Cottrell, Michel Verleysen |
Forecasting the CATS benchmark with the Double Vector Quantization method. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Amaury Lendasse, Erkki Oja, Olli Simula, Michel Verleysen |
Time series prediction competition: The CATS benchmark. |
Neurocomputing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen |
Mixing and Non-Mixing Local Minima of the Entropy Contrast for Blind Source Separation. |
IEEE Transactions on Information Theory |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen |
Is the General Form of Renyi's Entropy a Contrast for Source Separation? |
ICA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann (eds.) |
Similarity-based Clustering and its Application to Medicine and Biology, 25.03. - 30.03.2007 |
Similarity-based Clustering and its Application to Medicine and Biology |
2007 |
DBLP BibTeX RDF |
|
| 1 | Michael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann |
07131 Abstracts Collection -- Similarity-based Clustering and its Application to Medicine and Biology. |
Similarity-based Clustering and its Application to Medicine and Biology |
2007 |
DBLP BibTeX RDF |
|
| 1 | Michael Biehl, Barbara Hammer, Michel Verleysen, Thomas Villmann |
07131 Summary -- Similarity-based Clustering and its Application to Medicine and Biology. |
Similarity-based Clustering and its Application to Medicine and Biology |
2007 |
DBLP BibTeX RDF |
|
| 1 | Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen |
Feature clustering and mutual information for the selection of variables in spectral data. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Cédric Archambeau, Nicolas Delannay, Michel Verleysen |
Mixtures of robust probabilistic principal component analyzers. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Nicolas Delannay, Michel Verleysen |
Collaborative Filtering with interlaced Generalized Linear Models. |
ESANN |
2007 |
DBLP BibTeX RDF |
|
| 1 | Vanessa Gómez-Verdejo, Michel Verleysen, Jérôme Fleury |
Information-Theoretic Feature Selection for the Classification of Hysteresis Curves. |
IWANN |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Geoffroy Simon, John Aldo Lee, Michel Verleysen |
Unfolding preprocessing for meaningful time series clustering. |
Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Marie Cottrell, Michel Verleysen |
Advances in Self-Organizing Maps. |
Neural Networks |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Marie Cottrell, Michel Verleysen |
Advances in Self Organising Maps |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen |
Mixing and non-mixing local minima of the entropy contrast for blind source separation |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Frédéric Vrins, Michel Verleysen |
Minimum Support ICA Using Order Statistics. Part I: Quasi-range Based Support Estimation. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Frédéric Vrins, Deniz Erdogmus, Christian Jutten, Michel Verleysen |
Zero-Entropy Minimization for Blind Extraction of Bounded Sources (BEBS). |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Frédéric Vrins, Michel Verleysen |
Minimum Support ICA Using Order Statistics. Part II: Performance Analysis. |
ICA |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Nicolas Delannay, Cédric Archambeau, Michel Verleysen |
Automatic Adjustment of Discriminant Adaptive Nearest Neighbor. |
ICPR |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Fabrice Rossi, Damien François, Vincent Wertz, Michel Verleysen |
A Functional Approach to Variable Selection in Spectrometric Problems. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Michel Verleysen, Alberto Guillén |
Effective Input Variable Selection for Function Approximation. |
ICANN |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Amaury Lendasse, Francesco Corona, Jin Hao, Nima Reyhani, Michel Verleysen |
Determination of the Mahalanobis matrix using nonparametric noise estimations. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Geoffroy Simon, Michel Verleysen |
Lag selection for regression models using high-dimensional mutual information. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
| 1 | John Aldo Lee, Frédéric Vrins, Michel Verleysen |
Non-orthogonal Support Width ICA. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
| 1 | Damien François, Vincent Wertz, Michel Verleysen |
The permutation test for feature selection by mutual information. |
ESANN |
2006 |
DBLP BibTeX RDF |
|
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