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个人简介
Michel Verleysen was born in 1965 in Belgium. He is an editor-in-chief of the Neural Processing Letters Journal (published by Springer), chairman of the annual ESANN conference (European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning), past associate editor of the IEEE Transactions on Neural Networks journal, and member of the editorial board and program committee of several journals and conferences on neural networks and learning. He was the chairman of the IEEE Computational Intelligence Society Benelux chapter (2008–2010), and member of the executive board of the European Neural Networks Society (2005–2010). He is author or co-author of more than 250 scientific papers in international journals and books or communications to conferences with reviewing committees. He is the co-author of the scientific popularization book on artificial neural networks in the series 'Que Sais-Je?' in French, and of the “Nonlinear Dimensionality Reduction” book published by Springer in 2007. His research interests include machine learning, feature selection, artificial neural networks, self-organization, time-series forecasting, nonlinear statistics, adaptive signal processing, and high-dimensional data analysis.
Machine learning
Biomedical data and signal analysis
Data visualization and dimensionality reduction
Feature selection
Classification, regression, clustering
Time series prediction
Machine learning
Biomedical data and signal analysis
Data visualization and dimensionality reduction
Feature selection
Classification, regression, clustering
Time series prediction
研究兴趣
论文共 502 篇作者统计合作学者相似作者
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Neurocomputing (2023): 126496
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Reza Sameni,Frédéric Vrins, Fabienne Parmentier, Christophe Hérail,Vincent Vigneron,Michel Verleysen,Christian Jutten,Mohammad B. Shamsollahi
arXiv (Cornell University) (2023): 97-+
引用11浏览0EI引用
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Walter Serna-Serna,Cyril de Bodt, Andres M. Alvarez-Meza,John A. Lee,Michel Verleysen,Alvaro A. Orozco-Gutierrez
Neurocomputing (2023)
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Enrique Germany, Igor Teixeira,Venethia Danthine,Roberto Santalucia,Inci Cakiroglu, Andres Torres,Michel Verleysen,Jean Delbeke,Antoine Nonclercq,Riëm El Tahry
EDP Sciences eBookspp.91-112, (2021)
引用48浏览0引用
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