Michel Verleysen
UCLouvain(BE)
Publications by Year
Research Areas
Neural Networks and Applications, Face and Expression Recognition, Blind Source Separation Techniques, Spectroscopy and Chemometric Analyses, Complex Systems and Time Series Analysis
Most-Cited Works
- → Classification in the Presence of Label Noise: A Survey(2014)1,688 cited
- → Unique in the Crowd: The privacy bounds of human mobility(2013)1,572 cited
- → Nonlinear Dimensionality Reduction(2007)1,522 cited
- → The Curse of Dimensionality in Data Mining and Time Series Prediction(2005)678 cited
- → The Concentration of Fractional Distances(2007)313 cited
- → Quality assessment of dimensionality reduction: Rank-based criteria(2009)296 cited
- → K nearest neighbours with mutual information for simultaneous classification and missing data imputation(2009)251 cited