Subspace Latent Structure And Feature Selection Statistical And Optimization Perspectives Workshop Slsfs 2005 Bohinj Slovenia February 2325 2005 Revised Selected Papers 1st Edition Wray Buntine by Wray Buntine, Aleks Jakulin (auth.), Craig Saunders, Marko Grobelnik, Steve Gunn, John Shawe-taylor (eds.) 9783540341376, 3540341374 instant download after payment.

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.