Accepted papers

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