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Author SLSFS 2005 (2005 : Bohinj, Slovenia)

Title Subspace, latent structure and feature selection : Statistical and Optimization Perspectives Workshop, SLSFS 2005, Bohinj, Slovenia, February 23-25, 2005 ; revised selected papers / Craig Saunders [and others] (eds.)
Published Berlin ; New York : Springer, ©2006


Description 1 online resource (x, 208 pages) : illustrations
Series Lecture notes in computer science, 0302-9743 ; 3940
Lecture notes in computer science ; 3940. 0302-9743
Contents Invited Contributions -- Discrete Component Analysis -- Overview and Recent Advances in Partial Least Squares -- Random Projection, Margins, Kernels, and Feature-Selection -- Some Aspects of Latent Structure Analysis -- Feature Selection for Dimensionality Reduction -- Contributed Papers -- Auxiliary Variational Information Maximization for Dimensionality Reduction -- Constructing Visual Models with a Latent Space Approach -- Is Feature Selection Still Necessary? -- Class-Specific Subspace Discriminant Analysis for High-Dimensional Data -- Incorporating Constraints and Prior Knowledge into Factorization Algorithms -- An Application to 3D Recovery -- A Simple Feature Extraction for High Dimensional Image Representations -- Identifying Feature Relevance Using a Random Forest -- Generalization Bounds for Subspace Selection and Hyperbolic PCA -- Less Biased Measurement of Feature Selection Benefits
Summary "Many of the papers in this proceedings volume were presented at the PASCAL Workshop entitled Subspace, Latent Structure and Feature Selection Techniques: Statistical and Optimization Perspectives which took place in Bohinj, Slovenia during February, 23-25 2005."
Analysis algoritmen
computer analysis
image processing
machine vision
computer sciences
kunstmatige intelligentie
artificial intelligence
computational science
pattern recognition
Information and Communication Technology (General)
Informatie- en communicatietechnologie (algemeen)
Bibliography Includes bibliographical references and author index
Notes Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. MiAaHDL
Print version record
digitized 2010 HathiTrust Digital Library committed to preserve pda MiAaHDL
Subject System identification -- Congresses
Latent structure analysis -- Congresses
Computer vision -- Congresses
SCIENCE -- System Theory.
TECHNOLOGY & ENGINEERING -- Operations Research.
Latent structure analysis.
Computer vision.
Analyse de structure latente.
Systèmes, Identification des.
Vision par ordinateur.
System identification.
Computer vision.
Latent structure analysis.
System identification.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Saunders, Craig.
ISBN 9783540341383
Other Titles Statistical and Optimization Perspectives Workshop
SLSFS 2005