Skip to main content
SpringerLink
Log in
Book cover
  • Conference proceedings
  • © 2006

Subspace, Latent Structure and Feature Selection

Statistical and Optimization Perspectives Workshop, SLSFS 2005 Bohinj, Slovenia, February 23-25, 2005, Revised Selected Papers

Editors:

  1. Craig Saunders

    1. ISIS Research Group, University of Southampton, U.K.

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Marko Grobelnik

    1. Dept. of Knowledge Technologies, Jozef Stefan Institute, Ljubljana, Slovenia

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Steve Gunn

    1. School of Electronics and Computer Science, University of Southampton, Southampton, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. John Shawe-Taylor

    1. The Centre for Computational Statistics and Machine Learning Department of Computer Science, University College London, London, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3940)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): SLSFS: International Statistical and Optimization Perspectives Workshop "Subspace, Latent Structure and Feature Selection"

Conference proceedings info: SLSFS 2005.

Sections

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

This is a preview of subscription content, log in via an institution to check for access.

Table of contents (14 papers)

  1. Front Matter

    PDF

  2. Invited Contributions

    1. Discrete Component Analysis

      • Wray Buntine, Aleks Jakulin
      Pages 1-33

    2. Overview and Recent Advances in Partial Least Squares

      • Roman Rosipal, Nicole Krämer
      Pages 34-51

    4. Some Aspects of Latent Structure Analysis

      • D. M. Titterington
      Pages 69-83

    5. Feature Selection for Dimensionality Reduction

      • Dunja Mladenić
      Pages 84-102

  3. Contributed Papers

    2. Constructing Visual Models with a Latent Space Approach

      • Florent Monay, Pedro Quelhas, Daniel Gatica-Perez, Jean-Marc Odobez
      Pages 115-126

    3. Is Feature Selection Still Necessary?

      • Amir Navot, Ran Gilad-Bachrach, Yiftah Navot, Naftali Tishby
      Pages 127-138

    4. Class-Specific Subspace Discriminant Analysis for High-Dimensional Data

      • Charles Bouveyron, Stéphane Girard, Cordelia Schmid
      Pages 139-150

    6. A Simple Feature Extraction for High Dimensional Image Representations

      • Christian Savu-Krohn, Peter Auer
      Pages 163-172

    7. Identifying Feature Relevance Using a Random Forest

      • Jeremy Rogers, Steve Gunn
      Pages 173-184

  4. Back Matter

    PDF
Back to top

Other Volumes

  1. Subspace, Latent Structure and Feature Selection

Back to top

Keywords

Back to top

Editors and Affiliations

  • ISIS Research Group, University of Southampton, U.K.

    Craig Saunders

  • Dept. of Knowledge Technologies, Jozef Stefan Institute, Ljubljana, Slovenia

    Marko Grobelnik

  • School of Electronics and Computer Science, University of Southampton, Southampton, UK

    Steve Gunn

  • The Centre for Computational Statistics and Machine Learning Department of Computer Science, University College London, London, UK

    John Shawe-Taylor

Back to top

Bibliographic Information

Back to top

Publish with us

Policies and ethics

Back to top
Access via your institution

Buy it now

eBook USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Search

Navigation