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