Genetic algorithms and kernel matrix-based criteria combined approach to perform feature and model selection for support vector machines

被引:0
|
作者
Perolini, A. [1 ]
机构
[1] Dipartimento di Ingegneria Gestionale, Politecnico di Milano, P. za Leonardo da Vinci 32, Milano 20133, Italy
关键词
Compendex;
D O I
暂无
中图分类号
学科分类号
摘要
Genetic algorithms
引用
收藏
页码:85 / 94
相关论文
共 50 条
  • [21] Two Criteria for Model Selection in Multiclass Support Vector Machines
    Wang, Lei
    Xue, Ping
    Chan, Kap Luk
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2008, 38 (06): : 1432 - 1448
  • [22] Gene selection based on multi-class support vector machines and genetic algorithms
    de Souza, Bruno Feres
    de Carvalho, Andre Ponce de Leon F.
    GENETICS AND MOLECULAR RESEARCH, 2005, 4 (03) : 599 - 607
  • [23] Adapting multiple kernel parameters for support vector machines using genetic algorithms
    Rojas, SA
    Fernandez-Reyes, D
    2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS, 2005, : 626 - 631
  • [24] Applying genetic algorithms and support vector machines to the gene selection problem
    de Souza, Bruno Feres
    Carvalho, Andre C. P. L. F.
    Ticona, Waldo Cancino
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2007, 18 (05) : 435 - 444
  • [25] Feature Selection Based On Linear Twin Support Vector Machines
    Yang, Zhi-Min
    He, Jun-Yun
    Shao, Yuan-Hai
    FIRST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2013, 17 : 1039 - 1046
  • [26] A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines
    Bouraoui, Amal
    Jamoussi, Salma
    BenAyed, Yassine
    ARTIFICIAL INTELLIGENCE REVIEW, 2018, 50 (02) : 261 - 281
  • [27] A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines
    Amal Bouraoui
    Salma Jamoussi
    Yassine BenAyed
    Artificial Intelligence Review, 2018, 50 : 261 - 281
  • [28] Genetic algorithms for support vector machine model selection
    Lessmann, Stefan
    Stahlbock, Robert
    Crone, Sven F.
    2006 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORK PROCEEDINGS, VOLS 1-10, 2006, : 3063 - +
  • [29] Support vector machines ensemble based on GA feature selection
    Qiao, LY
    Peng, XY
    Ma, YT
    ICEMI 2005: CONFERENCE PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOL 3, 2005, : 763 - 766
  • [30] Simultaneous feature selection and classification using kernel-penalized support vector machines
    Maldonado, Sebastian
    Weber, Richard
    Basak, Jayanta
    INFORMATION SCIENCES, 2011, 181 (01) : 115 - 128