English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
 
 
DownloadE-Mail
  Robust ICA for Super-Gaussian Sources

Meinecke, F., Harmeling, S., & Müller, K.-R. (2004). Robust ICA for Super-Gaussian Sources. In C. Puntonet, & A. Prieto (Eds.), Independent Component Analysis and Blind Signal Separation: Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004 (pp. 217-224). Berlin, Germany: Springer.

Item is

Files

show Files

Locators

show
hide
Description:
-
OA-Status:

Creators

show
hide
 Creators:
Meinecke, F, Author
Harmeling, S1, Author           
Müller, K-R1, Author           
Affiliations:
1External Organizations, ou_persistent22              

Content

show
hide
Free keywords: -
 Abstract: Most ICA algorithms are sensitive to outliers. Instead of robustifying existing algorithms by outlier rejection techniques, we show how a simple outlier index can be used directly to solve the ICA problem for super-Gaussian source signals. This ICA method is outlier-robust by construction and can be used for standard ICA as well as for over-complete ICA (i.e. more source signals than observed signals (mixtures)).

Details

show
hide
Language(s):
 Dates: 2004-10
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1007/b100528
BibTex Citekey: 6352
 Degree: -

Event

show
hide
Title: Fifth International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004)
Place of Event: Granada, Spain
Start-/End Date: 2004-09-22 - 2004-09-24

Legal Case

show

Project information

show

Source 1

show
hide
Title: Independent Component Analysis and Blind Signal Separation: Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004
Source Genre: Proceedings
 Creator(s):
Puntonet, CG, Editor
Prieto, A, Editor
Affiliations:
-
Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 217 - 224 Identifier: ISBN: 978-3-540-23056-4

Source 2

show
hide
Title: Lecture Notes in Computer Science
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 3195 Sequence Number: - Start / End Page: - Identifier: -