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ORCIDFSDM 2008, held at PKDD / ECML 2008
- Yvan Saeys, Huan Liu, Iñaki Inza, Louis Wehenkel, Yves Van de Peer:
Third Workshop on New Challenges for Feature Selection in Data Mining and Knowledge Discovery, FSDM 2008, held at ECML-PKDD 2008, Antwerp, Belgium, September 15, 2008. JMLR Proceedings 4, JMLR.org 2008 - Yvan Saeys, Huan Liu, Iñaki Inza, Louis Wehenkel, Yves Van de Peer:
Preface. 1-4 - Taiji Suzuki, Masashi Sugiyama, Jun Sese, Takafumi Kanamori:
Approximating Mutual Information by Maximum Likelihood Density Ratio Estimation. 5-20 - John Aldo Lee, Michel Verleysen:
Quality assessment of nonlinear dimensionality reduction based on K-ary neighborhoods. 21-35 - Zheng Zhao, Huan Liu:
Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis. 36-47 - Marine Campedel, Ivan O. Kyrgyzov, Henri Maître:
Unsupervised feature selection applied to SPOT5 satellite images indexing. 48-59 - Vân Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts:
Exploiting tree-based variable importances to selectively identify relevant variables. 60-73 - Peter Antal, András Millinghoffer, Gábor Hullám, Csaba Szalai, András Falus:
A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction. 74-89 - Andreas Janecek, Wilfried N. Gansterer, Michael Demel, Gerhard F. Ecker:
On the Relationship Between Feature Selection and Classification Accuracy. 90-105 - Andreas Köhler, Matthias Ohrnberger, Carsten Riggelsen, Frank Scherbaum:
Unsupervised Feature Selection for Pattern Discovery in Seismic Wavefields. 106-121 - Svetlana Kiritchenko, Mikhail Jiline:
Keyword Optimization in Sponsored Search via Feature Selection. 122-134 - Victor Eruhimov, Vladimir Martyanov, Aleksey Polovinkin:
Transferring Knowledge by Prior Feature Sampling. 135-147 - Roberto Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz:
Best Agglomerative Ranked Subset for Feature Selection. 148-162 - Sébastien Guérif
:
Unsupervised Variable Selection: when random rankings sound as irrelevancy. 163-177
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