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Research Output

2012

On the Potential Inadequacy of Mutual Information for Feature Selection: Proceedings of the 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012)

Frénay, B., Doquire, G. & Verleysen, M., 2012, Proceedings of the 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012). i6doc.com

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

2011

Ensembles of local linear models for bankruptcy analysis and prediction

Kainulainen, L., Miche, Y., Eirola, E., Yu, Q., Frenay, B., Séverin, E. & Lendasse, A., 2011, In : Case Studies in Business, Industry and Government Statistics. 4, 2, p. 116–133

Research output: Contribution to journalArticle

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

Frénay, B., de Lannoy, G. & Verleysen, M., 2011, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 1 ed. Vol. 6911 LNAI. p. 455-470 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6911 LNAI, no. PART 1).

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Parameter-insensitive kernel in extreme learning for non-linear support vector regression

Frénay, B. & Verleysen, M., Sep 2011, In : Neurocomputing. 74, 16, p. 2526-2531 6 p.

Research output: Contribution to journalArticle

2010

Clustering patterns of urban built-up areas with curves of fractal scaling behaviour

Thomas, I., Frankhauser, P., Frenay, B., Verleysen, M. & Samos-Matisse, S. M., 2010, In : Environment and Planning B: Planning & Design. 37, 5, p. 942-954 13 p.

Research output: Contribution to journalArticle

Using SVMs with randomised feature spaces: an extreme learning approach: Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010)

Frénay, B. & Verleysen, M., 2010, Proceedings of the 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, ESANN 2010. p. 315-320 6 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

2009

Clustering fractal urban patterns with curves of scaling behavior: Proceedings of the 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009)

Thomas, I., Frankhauser, P., Frénay, B. & Verleysen, M., 2009, Proceedings of the 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009).

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Clustering patterns of urban builtup areas with curves of fractal scaling behavior

THOMAS, I., Frankhauser, P., Frenay, B. & Verleysen, M., 2009, Proc. ASRDLF.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

Improving the transition modelling in hidden Markov models for ECG segmentation: Proceedings of the 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning (ESANN 2009)

Frénay, B., de Lannoy, G. & Verleysen, M., 2009, ESANN 2009 Proceedings, 17th European Symposium on Artificial Neural Networks - Advances in Computational Intelligence and Learning. p. 141-146 6 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games: Proceedings of the 16th European Symposium on Artificial Neural Networks

Frénay, B. & Saerens, M., 2009, Proceedings of the 16th European Symposium on Artificial Neural Networks. p. 137-142 6 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

2008

Emission Modelling for Supervised ECG Segmentation using Finite Differences: Proceedings of the 4th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2008

Frénay, B., de Lannoy, G. & Verleysen, M., 2008, Proceedings of the 4th European Conference of the International Federation for Medical and Biological Engineering - MBEC 2008. Vander Sloten, J., Nyssen, M., Verdonck, P. & Haueisen, J. (eds.). Springer Verlag, Vol. 22. p. 1212-1216 5 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution

QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games

Frénay, B. & Saerens, M., 2008, In : Neurocomputing. 72, 7-9, p. 1494-1507 14 p.

Research output: Contribution to journalArticle

Supervised ECG Delineation Using the Wavelet Transform and Hidden Markov Models: Proceedings of the 4th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2008)

de Lannoy, G., Frénay, B., Verleysen, M. & Delbeke, J., 2008, Proceedings of the 4th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2008). Vander Sloten, J., Nyssen, M., Verdonck, P. & Haueisen, J. (eds.). Springer Verlag, Vol. 22. p. 22-25 4 p.

Research output: Contribution in Book/Catalog/Report/Conference proceedingConference contribution