Recursive gene selection based on maximum margin criterion: a comparison with SVM-RFE

被引:0
|
作者
Satoshi Niijima
Satoru Kuhara
机构
[1] Kyushu University,Department of Bioinformatics, Graduate School of Systems Life Sciences
[2] Kyushu University,Faculty of Agriculture
来源
关键词
Acute Myeloid Leukemia; Medulloblastoma; Linear Discriminant Analysis; Gene Selection; Recursive Feature Elimination;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Recursive gene selection based on maximum margin criterion: a comparison with SVM-RFE
    Niijima, Satoshi
    Kuhara, Satoru
    BMC BIOINFORMATICS, 2006, 7 (1)
  • [2] A Novel SVM-RFE for Gene Selection
    Tan, Jun-Yan
    Yang, Zhi-Xia
    Deng, Naiyang
    OPTIMIZATION AND SYSTEMS BIOLOGY, 2009, 11 : 237 - +
  • [3] SVM-RFE With MRMR Filter for Gene Selection
    Mundra, Piyushkumar A.
    Rajapakse, Jagath C.
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2010, 9 (01) : 31 - 37
  • [4] Sparse and stable gene selection with consensus SVM-RFE
    Tapia, E.
    Bulacio, P.
    Angelone, L.
    PATTERN RECOGNITION LETTERS, 2012, 33 (02) : 164 - 172
  • [5] SVM-RFE with relevancy and redundancy criteria for gene selection
    Mundra, Piyushkumar A.
    Rajapakse, Jagath C.
    PATTERN RECOGNITION IN BIOINFORMATICS, PROCEEDINGS, 2007, 4774 : 242 - 252
  • [6] SVM-RFE-ED: A Novel SVM-RFE based on Energy Distance for Gene Selection and Cancer Diagnosis
    Medjahed, Seyyid Ahmed
    Ouali, Mohammed
    COMPUTACION Y SISTEMAS, 2018, 22 (02): : 675 - 683
  • [7] PSO based feature selection of gene for cancer classification using SVM-RFE
    Kavitha, K. R.
    Nair, Harishankar U.
    Akhil, M. C.
    2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 1012 - 1016
  • [8] Multiple SVM-RFE for gene selection in cancer classification with expression data
    Duan, KB
    Rajapakse, JC
    Wang, HY
    Azuaje, F
    IEEE TRANSACTIONS ON NANOBIOSCIENCE, 2005, 4 (03) : 228 - 234
  • [9] A NEW FEATURE SELECTION METHOD BASED ON RELIEF AND SVM-RFE
    Fu Ruigang
    Wang Ping
    Gao Yinghui
    Hua Xiaoqiang
    2014 12TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2014, : 1363 - 1366
  • [10] Feature selection for tumor classification based on improved SVM-RFE
    Li, Hangeng
    Duan, Yanhua
    Li, Qingshou
    Ruan, Xiaogang
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 422 - 424