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Damien François
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2010 – 2019
- 2012
- [j6]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
:
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. 59(1): 241-247 (2012) - 2011
- [j5]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
:
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011: 643816:1-643816:9 (2011) - [j4]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 74(9): 1402-1410 (2011) - [c16]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen:
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS 2011: 67-73 - [c15]Gaël de Lannoy, Damien François, Michel Verleysen:
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN 2011 - [p1]Damien François, Vincent Wertz, Michel Verleysen
:
Choosing the Metric: A Simple Model Approach. Meta-Learning in Computational Intelligence 2011: 97-115 - 2010
- [c14]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen:
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS 2010: 13-20 - [c13]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
:
Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. BIOSTEC (Selected Papers) 2010: 212-223 - [c12]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
2000 – 2009
- 2009
- [c11]Michel Verleysen
, Fabrice Rossi
, Damien François:
Advances in Feature Selection with Mutual Information. Similarity-Based Clustering 2009: 52-69 - [c10]Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen:
Supervised variable clustering for classification of NIR spectra. ESANN 2009 - [c9]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: 37-44 - [r1]Damien François:
Feature Selection. Encyclopedia of Data Warehousing and Mining 2009: 878-882 - [i5]Michel Verleysen, Fabrice Rossi, Damien François:
Advances in Feature Selection with Mutual Information. CoRR abs/0909.0635 (2009) - 2008
- [c8]Damien François:
Methodology and standards for data analysis with machine learning tools. ESANN 2008: 239-246 - [i4]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 abs/0802.0287 (2008) - 2007
- [b1]Damien François:
High-dimensional data analysis: optimal metrics and feature selection/. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2007 - [j3]Damien François, Fabrice Rossi
, Vincent Wertz, Michel Verleysen
:
Resampling methods for parameter-free and robust feature selection with mutual information. Neurocomputing 70(7-9): 1276-1288 (2007) - [j2]Damien François, Vincent Wertz, Michel Verleysen:
The Concentration of Fractional Distances. IEEE Trans. Knowl. Data Eng. 19(7): 873-886 (2007) - [c7]Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen:
Feature clustering and mutual information for the selection of variables in spectral data. ESANN 2007: 157-162 - [i3]Fabrice Rossi, Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen:
Mutual information for the selection of relevant variables in spectrometric nonlinear modelling. CoRR abs/0709.3427 (2007) - [i2]Fabrice Rossi, Damien François, Vincent Wertz, Marc Meurens, Michel Verleysen:
Fast Selection of Spectral Variables with B-Spline Compression. CoRR abs/0709.3639 (2007) - [i1]Damien François, Fabrice Rossi, Vincent Wertz, Michel Verleysen:
Resampling methods for parameter-free and robust feature selection with mutual information. CoRR abs/0709.3640 (2007) - 2006
- [c6]Damien François, Vincent Wertz, Michel Verleysen:
The permutation test for feature selection by mutual information. ESANN 2006: 239-244 - [c5]Fabrice Rossi
, Damien François, Vincent Wertz, Michel Verleysen
:
A Functional Approach to Variable Selection in Spectrometric Problems. ICANN (1) 2006: 11-20 - 2005
- [j1]Amaury Lendasse
, Damien François, Vincent Wertz, Michel Verleysen:
Vector quantization: a weighted version for time-series forecasting. Future Gener. Comput. Syst. 21(7): 1056-1067 (2005) - [c4]Damien François, Vincent Wertz, Michel Verleysen:
Non-Euclidean metrics for similarity search in noisy datasets. ESANN 2005: 339-344 - [c3]Michel Verleysen, Damien François:
The Curse of Dimensionality in Data Mining and Time Series Prediction. IWANN 2005: 758-770 - 2003
- [c2]Amaury Lendasse, Damien François, Vincent Wertz, Michel Verleysen:
Nonlinear Time Series Prediction by Weighted Vector Quantization. International Conference on Computational Science 2003: 417-426 - [c1]Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz:
On the Effects of Dimensionality on Data Analysis with Neural Networks. IWANN (2) 2003: 105-112
Coauthor Index
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