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 et al.
On the Relationship Between Feature Selection and Classification Accuracy
Andreas Janecek, Wilfried Gansterer, Michael Demel et al.
A Bayesian View of Challenges in Feature Selection: Feature Aggregation, Multiple Targets, Redundancy and Interaction
Peter Antal, Andras Millinghoffer, Gábor Hullám et al.
Exploiting tree-based variable importances to selectively identify relevant variables
Vân 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 et al.
Automatic Speaker and Language Recognition
Doug Reynolds, Marc Zissman
Optimization, Maxent Models, and Conditional Estimation without Magic
Christopher Manning, Dan Klein
NLP R&D and Commercial Deployment
Mark Wasson
Annotation of Temporal and Event Expressions
James Pustejovsky, Inderjeet Mani
What’s New in Statistical Machine Translation
Kevin Knight, Philipp Koehn
The State of the Art in Language Modeling
Joshua Goodman
Speech Recognition and Understanding
Alex Acero
Identifying Opinionated Sentences
Theresa Wilson, David R. Pierce, Janyce Wiebe
Monolingual and Bilingual Concept Visualization from Corpora
Dominic Widdows, Scott Cederberg
Speechalator: Two-Way Speech-to-Speech Translation in Your Hand
Alex Waibel, Ahmed Badran, Alan W. Black et al.