Search

Pages

1. • Speech

   • 

   Supervised ECG Delineation Using the Wavelet Transform and Hidden Markov Models

   de Lannoy, Gaël[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) 4th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2008) — Antwerp (Belgium)
2. • Speech

   • 

   Mutual information for feature selection with missing data

   Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) European Symposium on Artificial Neural Networks (ESANN 2011) — Bruges
3. • Speech

   • 

   Simbed: similarity-based embedding

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2009) 19th International Conference on Artificial Neural Networks (ICANN 2009) — Limassol (Cyprus)
4. • Speech

   • 

   Fault prediction in aircraft engines using self-organizing maps

   Cottrell, Marie Gaubert, Patrice Eloy, Cédric[UCL] François, Damien[UCL] Hallaux, Geoffroy[UCL] Lacaille, Jérôme Verleysen, Michel[UCL] (2009) 7th International Workshop Self-Organizing Maps (WSOM 2009) — St. Augustine (Florida/USA)
5. • Speech

   • 

   Independent component analysis for face authentication

   Havran, Carmen[UCL] Hupet, Laurent[UCL] Czyz, Jacek[UCL] Lee, John Aldo[UCL] Vandendorpe, Luc[UCL] Verleysen, Michel[UCL] (2002) International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES 2002) — Crema (Italy)
6. • Speech

   • 

   Optimal decision surfaces in LVQ1 classification of patterns

   Verleysen, Michel[UCL] Legat, Jean-Didier[UCL] Thissen, P. (1993) European Symposium on Artificial Neural Networks ESANN '93. Proceedings — Brussels, Belgium
7. • Speech

   • 

   Improving the robustness to outliers of mixtures of probabilistic PCAs

   Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2008) 12th Pacific-Asia Conference (PAKDD 2008) — Osaka (Japan)
8. • Speech

   • 

   Performance assessment of patch-based bilateral denoising

   De Decker, Arnaud[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2009) First International Workshop on Medical Image Analysis and Description for Diagnosis Systems (MIAD 2009) — Porto (Portugal)
9. • Speech

   • 

   An unsupervised Gaussian mixture classification mechanism based on statistical learning analysis

   Rui Nian Guangrong Ji Verleysen, Michel[UCL] (2008) Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2008) — Shandong (China)
10. • Speech

    • 

    Assessment and comparison of time realignment methods for supervised heart beat classification

    de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2009) Second International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009) — Porto (Portugal)
11. • Journal article

    • 

    Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising

    De Decker, Arnaud[UCL] François, Damien[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2011) Neurocomputing — Vol. 74, no. 9, p. 1402-1410 (April 2011)
12. • Journal article

    • 

    Feature selection for supervised inter-patient heart beat classification

    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Computational Intelligence and Neuroscience — Vol. 2011, no. 643816, p. 1-9 (2011)
13. • Speech

    • 

    Bootstrap for model selection: linear approximation of the optimism

    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — MENORCA (Spain)
14. • Speech

    • 

    Nonlinear projection with the isotop method

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) 12th International Conference on Artifical Neural Networks (ICANN 2002) — Madrid (Spain)
15. • Journal article

    • 

    Filtering Heart Related Activity from Vagus Nerve Recordings in Rats

    de Lannoy, Gaël[UCL] Marin, Jorge[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) Biomedical Technology — Vol. 53, no. supp.1, p. 16-18 (2008)
16. • Book

    • 

    Nonlinear dimensionality reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007)
17. • Speech

    • 

    Multi-Objective Semi-supervised Feature Selection and Model Selection based on Pearson's Correlation Coefficient

    Coelho, Frederico[UCL] Braga, Antonio Padua Verleysen, Michel[UCL] (2010) 15th Iberoamerican Congress on Pattern Recognition (CIARP 2010) — Sao Paulo (Brazil)
18. • Speech

    • 

    Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs

    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2011) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011) — Athens (Greece)
19. • Speech

    • 

    Feature selection with mutual information for uncertain data

    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 13th International Conference on Data Warehousing anf Knowledge Discovery (DaWaK 2011) — Toulouse (France)
20. • BookChapter

    • 

    Graph-Based Dimensionality Reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) Image Processing and Analysis with Graphs: Theory and Practice — [ISBN : 978-1-4398-5507-2]
21. • Journal article

    • 

    A High-storage Capacity Content-addressable Memory and its Learning Algorithm

    Verleysen, Michel[UCL] Sirletti, B. Vandemeulebroecke, A. Jespers, PGA. (1989) IEEE Transactions on Circuits and Systems — Vol. 36, no. 5, p. 762-766 (1989)
22. • Speech

    • 

    Representation of functional data in neural networks

    Rossi, Fabrice Delannay, Nicolas[UCL] Conan-Guez, Brieuc Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
23. • Speech

    • 

    Spectrophotometric variable selection by mutual information

    Benoudjit, Nabil[UCL] François, Damien[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2004) 6th Annual Congress of Chemometrics — Conservatorie Natl Arts & Metiers, Paris (France)
24. • Speech

    • 

    Non-linear ICA by using isometric dimensionality reduction

    Lee, John Aldo[UCL] Jutten, Christian Verleysen, Michel[UCL] (2004) 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004) — Granada (Spain)
25. • Speech

    • 

    On the Potential Inadequacy of Mutual Information for Feature Selection

    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)

Pages