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Feature selection methods and their combinations in high-dimensional classification of speaker likability, intelligibility and personality traits

  • Published:2015-01 Issue:1 Volume:29 Page:145-171
  • ISSN:0885-2308
  • Container-title:Computer Speech & Language
  • language:en
  • Short-container-title:Computer Speech & Language

Author:

Pohjalainen Jouni,Räsänen Okko,Kadioglu Serdar

Funder

Academy of Finland

EC FP7 project Simple4All

Tekes

Publisher

Elsevier BV

Subject

Human-Computer Interaction,Theoretical Computer Science,Software

Reference53 articles.

1. Whodunnit – searching for the most important feature types signalling emotion-related user states in speech;Batliner;Computer Speech and Language,2010

2. OR-library: distributing test problems by electronic mail;Beasley;Journal of the Operational Research Society,1990

3. Selection of relevant features and examples in machine learning;Blum;Artificial Intelligence,1997

4. Random forests;Breiman;Machine Learning,2001

5. Classification and Regression Trees;Breiman,1984

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