Comparison and Improvement of feature selection method for text categorization

被引:0
|
作者
Shan, Li-Li [1 ]
Liu, Bing-Quan [2 ]
Sun, Cheng-Jie [2 ]
机构
[1] School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
[2] School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:319 / 324
相关论文
共 50 条
  • [41] Measures of rule quality for feature selection in Text Categorization
    Montañés, E
    Fernández, J
    Díaz, I
    Combarro, EF
    Ranilla, J
    ADVANCES IN INTELLIGENT DATA ANALYSIS V, 2003, 2810 : 589 - 598
  • [42] Maximum entropy modeling with feature selection for text categorization
    Cai, Jihong
    Song, Fei
    INFORMATION RETRIEVAL TECHNOLOGY, 2008, 4993 : 549 - 554
  • [43] An Improved Strategy of the Feature Selection Algorithm for the Text Categorization
    Yang, Jieming
    Lu, Yixin
    Liu, Zhiying
    2019 20TH IEEE/ACIS INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING, ARTIFICIAL INTELLIGENCE, NETWORKING AND PARALLEL/DISTRIBUTED COMPUTING (SNPD), 2019, : 3 - 7
  • [44] Five new feature selection metrics in text categorization
    Song, Fengxi
    Zhang, David
    Xu, Yong
    Wang, Jizhong
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2007, 21 (06) : 1085 - 1101
  • [45] An extensive empirical study of feature selection for text categorization
    Qiu, Li-Qing
    Zhao, Ru-Yi
    Zhou, Gang
    Yi, Sheng-Wei
    7TH IEEE/ACIS INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCE IN CONJUNCTION WITH 2ND IEEE/ACIS INTERNATIONAL WORKSHOP ON E-ACTIVITY, PROCEEDINGS, 2008, : 312 - 315
  • [46] Incorporating Game Theory in Feature Selection for Text Categorization
    Azam, Nouman
    Yao, JingTao
    ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, RSFDGRC 2011, 2011, 6743 : 215 - 222
  • [47] Comparison of term frequency and document frequency based feature selection metrics in text categorization
    Azam, Nouman
    Yao, JingTao
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 4760 - 4768
  • [48] A Comprehensive Empirical Comparison of Modern Supervised Classification and Feature Selection Methods for Text Categorization
    Aphinyanaphongs, Yindalon
    Fu, Lawrence D.
    Li, Zhiguo
    Peskin, Eric R.
    Efstathiadis, Efstratios
    Aliferis, Constantin F.
    Statnikov, Alexander
    JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, 2014, 65 (10) : 1964 - 1987
  • [49] AN EFFICIENT FEATURE SELECTION METHOD USING NAMED ENTITY RECOGNITION FOR CHINESE TEXT CATEGORIZATION
    Liu, Bin
    Li, Chunping
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 3527 - +
  • [50] Introducing a family of linear measures for feature selection in text categorization
    Combarro, EF
    Montañés, E
    Díaz, I
    Ranilla, J
    Mones, R
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2005, 17 (09) : 1223 - 1232