PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Isabelle Guyon

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Number of EPrints submitted by this user: 10

Teaching machine learning from examples
Isabelle Guyon, Jiwen Li, Theodor Mader, Patrick Pletscher, Georg Schneider and Markus Uhr
Technical Memorandum 2006.

Feature Extraction: Foundations and Applications
Isabelle Guyon, Steve Gunn, Masoud Nikravesh and Lofti Zadeh, ed. (2006) Studies in Fuzziness and Soft Computing . Springer Verlag , Germany . ISBN 3540354875

An introduction to feature extraction
Isabelle Guyon and Andre Elisseeff
In: Feature Extraction: Foundations and Applications Studies in Fuzziness and Soft Computing . (2006) Springer Verlag , Germany , pp. 1-25. ISBN 3540354875

Performance Prediction Challenge
Isabelle Guyon, Amir Saffari, Gideon Dror and Joachim Buhmann
In: WCCI 2006, July 16-21 2006, Vancouver, Canada.

Causal feature selection
Isabelle Guyon, Constantin Aliferis and Andre Elisseeff
(2007) Technical Report. Clopinet, Berkeley, California.

Causal Feature Selection
Isabelle Guyon, Andre Elisseeff and Constantin Aliferis
In: Computational Methods of Feature Selection Data Mining and Knowledge Discovery Series . (2007) Chapman and Hall/CRC , Boca Raton, London, New York , pp. 63-85. ISBN 1584888784

Agnostic Learning vs. Prior Knowledge Challenge
Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley
In: IJCNN 2007, 12-17 Aug 2007, Orlando, Florida.

Practical Feature Selection: from Correlation to Causality
Isabelle Guyon
In: Mining Massive Data Sets for Security (2008) IOS Press .

Analysis of the IJCNN 2007 Agnostic Learning vs. Prior Knowledge Challenge
Isabelle Guyon, Amir Saffari, Gideon Dror and Gavin Cawley
Neural Networks 2007.

Challenge Learning Object Package (CLOP). Quickstart guide.
Isabelle Guyon and Amir Saffari
(2006) Unpublished report.