An SVM based classification method for cancer data using minimum microarray gene expressions

被引:0
|
作者
Mallika, R. [1 ]
Saravanan, V. [2 ]
机构
[1] Department of Computer Science, Sri Ramakrishna College of Arts and Science for Women, Coimbatore, India
[2] Department of Computer Applications, Karunya University, Coimbatore, India
来源
World Academy of Science, Engineering and Technology | 2010年 / 38卷
关键词
Cancer classification - Classification methods - Classification performance - K nearest neighbours (k-NN) - K-nearest neighbours - Linear discriminant analysis - Microarray gene expression - Microarray gene expression data;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:543 / 547
相关论文
共 50 条
  • [41] A SVM based classification method for homogeneous data
    Li, Huan
    Chung, Fu-Lai
    Wang, Shitong
    APPLIED SOFT COMPUTING, 2015, 36 : 228 - 235
  • [42] An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data
    Mohamad, Mohd Saberi
    Omatu, Sigeru
    Deris, Safaai
    Yoshioka, Michifumi
    DISTRIBUTED COMPUTING, ARTIFICIAL INTELLIGENCE, BIOINFORMATICS, SOFT COMPUTING, AND AMBIENT ASSISTED LIVING, PT II, PROCEEDINGS, 2009, 5518 : 187 - +
  • [43] Deep learning techniques for cancer classification using microarray gene expression data
    Gupta, Surbhi
    Gupta, Manoj K.
    Shabaz, Mohammad
    Sharma, Ashutosh
    FRONTIERS IN PHYSIOLOGY, 2022, 13
  • [44] Gene subset selection in microarray data using entropic filtering for cancer classification
    Navarro, Felix F. Gonzalez
    Munoz, Lluis A. Belanche
    EXPERT SYSTEMS, 2009, 26 (01) : 113 - 124
  • [45] Cancer classification by gradient LDA technique using microarray gene expression data
    Sharma, Alok
    Paliwal, Kuldip K.
    DATA & KNOWLEDGE ENGINEERING, 2008, 66 (02) : 338 - 347
  • [46] A Comparative Study of Gene Selection Methods for Cancer Classification Using Microarray Data
    Babu, Manish
    Sarkar, Kamal
    2016 SECOND IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN COMPUTATIONAL INTELLIGENCE AND COMMUNICATION NETWORKS (ICRCICN), 2016, : 204 - 211
  • [47] Cancer Classification Using Microarray Data By DPCAForest
    Deng, Xiaoheng
    Xu, Yuebin
    2019 IEEE 31ST INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE (ICTAI 2019), 2019, : 1081 - 1087
  • [48] FF-SVM: New FireFly-based Gene Selection Algorithm for Microarray Cancer Classification
    Almugren, Nada
    Alshamlan, Hala
    2019 16TH IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE IN BIOINFORMATICS AND COMPUTATIONAL BIOLOGY - CIBCB 2019, 2019, : 211 - 216
  • [49] Cancer classification in high dimensional microarray gene expressions by feature selection using eagle prey optimization
    Dhamercherla, Swetha
    Edla, Damodar Reddy
    Dara, Suresh
    FRONTIERS IN GENETICS, 2025, 16
  • [50] Granular SVM-RFE gene selection algorithm for reliable prostate cancer classification on microarray expression data
    Tang, YC
    Zhang, YQ
    Huang, Z
    Hu, XH
    BIBE 2005: 5TH IEEE SYMPOSIUM ON BIOINFORMATICS AND BIOENGINEERING, 2005, : 290 - 293