Feature reduction methods for text classification

被引:0
|
作者
Wu, Di [1 ,2 ]
Zhang, Yaping [1 ]
Wang, Xin [3 ]
机构
[1] Department of Computer Science and Engineering, Dalian University of Technology, Dalian 116024, China
[2] Shenyang Aircraft Design and Research Institute, China Aviation Industry Corporation, Shenyang 110035, China
[3] School of Mechanical and Engineering, Dalian University of Technology, Dalian 116024, China
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Text processing
引用
收藏
页码:495 / 502
相关论文
共 50 条
  • [31] A New Performance Metric to Evaluate Filter Feature Selection Methods in Text Classification
    Cekik, Rasim
    Kaya, Mahmut
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2024, 30 (07) : 978 - 1005
  • [32] Data-driven Feature Selection Methods for Text Classification: an Empirical Evaluation
    Fragoso, Rogerio C. P.
    Pinheiro, Roberto H. W.
    Cavalcanti, George D. C.
    JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2019, 25 (04) : 334 - 360
  • [33] A Review on Feature Selection and Feature Extraction for Text Classification
    Shah, Foram P.
    Patel, Vibha
    PROCEEDINGS OF THE 2016 IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2016, : 2264 - 2268
  • [34] An empirical comparison of feature reduction methods in the context of microarray data classification
    Kestler, Hans A.
    Muessel, Christoph
    ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION, PROCEEDINGS, 2006, 4087 : 260 - 273
  • [35] Temporal Feature Space for Text Classification
    Rizzo, Stefano Giovanni
    Montesi, Danilo
    TEXT, SPEECH, AND DIALOGUE, TSD 2017, 2017, 10415 : 362 - 370
  • [36] Abstract feature extraction for text classification
    Biricik, Goksel
    Diri, Banu
    Sonmez, Ahmet Coskun
    TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2012, 20 : 1137 - 1159
  • [37] Chinese Text Classification with Feature Fusion
    Wang Y.
    Wang H.
    Yu B.
    Data Analysis and Knowledge Discovery, 2021, 5 (10) : 1 - 14
  • [38] Dynamic feature selection in text classification
    Doan, Son
    Horiguchi, Susumu
    INTELLIGENT CONTROL AND AUTOMATION, 2006, 344 : 664 - 675
  • [39] Combining feature ranking for text classification
    Makrehchi, Masoud
    Kamel, Mohamed S.
    2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007, : 3003 - 3008
  • [40] Contextual feature selection for text classification
    Paradis, Francois
    Nie, Jian-Yun
    INFORMATION PROCESSING & MANAGEMENT, 2007, 43 (02) : 344 - 352