Full presentations
- A Least-squares Approach to Mutual Information Estimation with Application in Variable Selection
Taiji Suzuki, Masashi Sugiyama, Jun Sese and Takafumi Kanamori
- Quality assessment of nonlinear dimensionality reduction based on K-ary neighborhoods
John Lee and Michel Verleysen
- Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis
Zheng Zhao and Huan Liu
- Unsupervised feature selection applied to SPOT5 satellite images indexing
Marine Campedel, Ivan Kyrgyzov and Henri Maitre
- Exploiting tree-based variable importances to selectively identify relevant variables
Vân Anh Huynh-Thu, Louis Wehenkel and Pierre Geurts
- A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction
Peter Antal, Andras Millinghoffer, Gábor Hullám, Csaba Szalai and András Falus
Short presentations
- A Comparison of Classification Accuracy Achieved with Wrappers, Filters and PCA
Andreas Janecek and Wilfried Gansterer
- Unsupervised Feature Selection for Pattern Discovery in Seismic Wavefields
Andreas Köhler, Matthias Ohrnberger, Carsten Riggelsen and Frank Scherbaum
- Keyword Optimization in Sponsored Search via Feature Selection
Svetlana Kiritchenko and Mikhail Jiline
- Transferring Knowledge by Prior Feature Sampling
Victor Eruhimov, Vladimir Martyanov and Aleksey Polovinkin
- Best Agglomerative Ranked Subset for Feature Selection
Roberto Ruiz, José C. Riquelme and Jesús S. Aguilar-Ruiz
- Unsupervised Variable Selection: when random rankings sound as irrelevancy
Sébastien Guérif
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