AISTATS 2003
12 papers
Best Agglomerative Ranked Subset for Feature Selection
Roberto Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz
Transferring Knowledge by Prior Feature Sampling
victor Eruhimov, Vladimir Martyanov, Aleksey Polovinkin
Keyword Optimization in Sponsored Search via Feature Selection
Svetlana Kiritchenko, Mikhail Jiline
Unsupervised Feature Selection for Pattern Discovery in Seismic Wavefields
Andreas Köhler, Matthias Ohrnberger, Carsten Riggelsen, Frank Scherbaum
On the Relationship Between Feature Selection and Classification Accuracy
Andreas Janecek, Wilfried Gansterer, Michael Demel, Gerhard Ecker
A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction
Peter Antal, András Millinghoffer, Gábor Hullám, Csaba Szalai, András Falus
Exploiting tree-based variable importances to selectively identify relevant variables
Van Anh Huynh-Thu, Louis Wehenkel, Pierre Geurts
Unsupervised feature selection applied to SPOT5 satellite images indexing
Marine Campedel, Ivan Kyrgyzov, Henri Maitre
Multi-Source Feature Selection via Geometry-Dependent Covariance Analysis
Zheng Zhao, Huan Liu
Quality assessment of nonlinear dimensionality reduction based on K-ary neighborhoods
John Lee, Michel Verleysen
Approximating Mutual Information by Maximum Likelihood Density Ratio Estimation
Taiji Suzuki, Masashi Sugiyama, Jun Sese, Takafumi Kanamori