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Turning from TF-IDF to TF-IGM for term weighting in text classification

  • Published:2016-12 Issue: Volume:66 Page:245-260
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Chen Kewen,Zhang Zuping,Long Jun,Zhang Hao

Funder

National Natural Science Foundation of China

the Specialized Research Fund for the Doctoral Program of Higher Education of China

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference35 articles.

1. Analytical evaluation of term weighting schemes for text categorization;Altinçay;Pattern Recognition Letters,2010

2. Implementation of the SMART information retrieval system;Buckley,1985

3. LIBSVM: A library for support vector machines;Chang;ACM Transactions on Intelligent Systems and Technology,2011

4. A new weighting algorithm for linear classifier;Chen,2003

5. Supervised term weighting for automated text categorization;Debole,2003

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