Subspace, Latent Structure and Feature Selection: Statistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, ... (Lecture Notes in Computer Science, 3940) - Softcover

 
9783540341376: Subspace, Latent Structure and Feature Selection: Statistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, ... (Lecture Notes in Computer Science, 3940)
Softcover
ISBN 10: 3540341374 ISBN 13: 9783540341376
Publisher: Springer, 2006

Synopsis

This book constitutes the thoroughly refereed post-proceedings of the PASCAL (pattern analysis, statistical modelling and computational learning) Statistical and Optimization Perspectives Workshop on Subspace, Latent Structure and Feature Selection techniques, SLSFS 2005. The 9 revised full papers presented together with 5 invited papers reflect the key approaches that have been developed for subspace identification and feature selection using dimension reduction techniques, subspace methods, random projection methods, among others.

"synopsis" may belong to another edition of this title.

Product Description

Subspace, Latent Structure and Feature Selection Constitutes the refereed post-proceedings of the PASCAL (pattern analysis, statistical modelling and computational learning) Statistical and Optimization Perspectives Workshop on Subspace, Latent Structure and Feature Selection techniques, SLSFS 2005.

Synopsis

This book constitutes the thoroughly refereed post-proceedings of the PASCAL (pattern analysis, statistical modelling and computational learning) Statistical and Optimization Perspectives Workshop on Subspace, Latent Structure and Feature Selection techniques, SLSFS 2005, held in Bohinj, Slovenia in February 2005. The 9 revised full papers presented together with 5 invited papers were carefully selected during two rounds of reviewing and improvement for inclusion in the book. The papers reflect the key approaches that have been developed for subspace identification and feature selection using dimension reduction techniques, subspace methods, random projection methods, statistical analysis methods, Bayesian approaches to feature selection, latent structure analysis/probabilistic LSA, and optimisation methods.

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2006
Language
English
ISBN 10 
3540341374
ISBN 13 
9783540341376
Binding
Paperback
Number of pages
219
Editor
Saunders Craig, Grobelnik Marko, Gunn Steve, Shawe-Taylor John