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Classifying "drug-likeness" with kernel-based learning methods.
Authors: Müller, Klaus-Robert; Rätsch, Gunnar; Sonnenburg, Sören; Mika, S.; Grimm, M.; Heinrich, N.
Date of Publication (YYYY-MM-DD): 2005
Title of Journal: Journal of Chemical Information and Modeling
Volume: 45
Start Page: 249
End Page: 253
Document Type: Article
ID: 276543.0


A kernel view of the dimensionality reduction of manifolds
Editors: Greiner, R.; Schuurmans, D.
Authors: Ham, J.; Lee, D.D.; Mika, S.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2004
Title of Proceedings: Proceedings of the Twenty-First International Conference on Machine Learning
Start Page: 369
End Page: 376
Document Type: Conference-Paper
ID: 232612.0


Constructing Descriptive and Discriminative Non-linear Features: Rayleigh Coefficients in Kernel Feature Spaces
Authors: Mika, S.; Rätsch, G.; Weston, J.; Schölkopf, B.; Smola, A.J.; Müller, K.-R.
Date of Publication (YYYY-MM-DD): 2003
Title of Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence
Volume: 25
Issue / Number: 5
Start Page: 623
End Page: 628
Document Type: Article
ID: 198218.0