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Knowledge reduction for decision tables with attribute value taxonomies

  • Published:2014-01 Issue: Volume:56 Page:68-78
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Ye Mingquan,Wu Xindong,Hu Xuegang,Hu Donghui

Funder

National High Technology Research and Development Program (863 Program) of China

National 973 Program of China

National Natural Science Foundation of China (NSFC)

US National Science Foundation (NSF)

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference38 articles.

1. A review of feature selection methods on synthetic data;Bolón-Canedo;Knowledge and Information Systems,2013

2. Improving classification models with taxonomy information;Cagliero;Data & Knowledge Engineering,2013

3. From data to global generalized knowledge;Chen;Decision Support Systems,2012

4. Attribute selection based on a new conditional entropy for incomplete decision systems;Dai;Knowledge-Based Systems,2013

5. Efficient greedy feature selection for unsupervised learning;Farahat;Knowledge and Information Systems,2013

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