A hybrid classifier based on support vector machine and Jaya algorithm for breast cancer classification

被引:0
|
作者
Alshutbi, Mohammed [1 ]
Li, Zhiyong [1 ]
Alrifaey, Moath [2 ]
Ahmadipour, Masoud [3 ]
Othman, Muhammad Murtadha [3 ]
机构
[1] College of Information Science and Engineering, Hunan University, Changsha,410000, China
[2] Department of Mechanical and Manufacturing Engineering, Faculty of Engineering, Universiti Putra Malaysia, Serdang,43400, Malaysia
[3] School of Electrical Engineering, College of Engineering, Universiti Teknologi MARA, Selangor, Shah Alam,40450, Malaysia
来源
Neural Computing and Applications | 2022年 / 34卷 / 19期
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Algorithms optimizations - Breast Cancer - Breast cancer classifications - Cancer classification - Classification accuracy - Features selection - Hybrid classifier - Jaya algorithm optimization - Support vectors machine - SVM classifiers
引用
收藏
页码:16669 / 16681
相关论文
共 50 条
  • [31] Feature Selection for Cancer Classification Based on Support Vector Machine
    Luo, Wei
    Wang, Lipo
    Sun, Jingjing
    PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL IV, 2009, : 422 - +
  • [32] Algorithm of target classification based on target decomposition and support vector machine
    Wang Yang
    Lu Jiaguo
    Zhang Changyao
    2007 1ST ASIAN AND PACIFIC CONFERENCE ON SYNTHETIC APERTURE RADAR PROCEEDINGS, 2007, : 770 - 774
  • [33] A Classification Algorithm for Network Traffic based on Improved Support Vector Machine
    Ding, Lei
    Yu, Fei
    Peng, Sheng
    Xu, Chen
    JOURNAL OF COMPUTERS, 2013, 8 (04) : 1090 - 1096
  • [34] State Classification Algorithm for Bus Based on Hierarchical Support Vector Machine
    Xiao, Lizhong
    Cheng, Long
    2015 8TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 2, 2015, : 649 - 652
  • [35] Multi-class classification algorithm based on Support Vector Machine
    Yang Kuihe
    Yuan Min
    7TH INTERNATIONAL CONFERENCE ON MEASUREMENT AND CONTROL OF GRANULAR MATERIALS, PROCEEDINGS, 2006, : 322 - 325
  • [36] Gradient Evolution-based Support Vector Machine Algorithm for Classification
    Zulvia, Ferani E.
    Kuo, R. J.
    4TH ASIA PACIFIC CONFERENCE ON MANUFACTURING SYSTEMS AND THE 3RD INTERNATIONAL MANUFACTURING ENGINEERING CONFERENCE, 2018, 319
  • [37] Texture Image Classification Based on Support Vector Machine and Bat Algorithm
    Ye, Zhiwei
    Ma, Lie
    Wang, Mingwei
    Chen, Hongwei
    Zhao, Wei
    2015 IEEE 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS), VOLS 1-2, 2015, : 309 - 314
  • [38] An Optimization Algorithm for Computer-Aided Diagnosis of Breast Cancer Based on Support Vector Machine
    Dou, Yifeng
    Meng, Wentao
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2021, 9
  • [39] Fuzzy classifier based on fuzzy support vector machine
    Ji, Ai-bing
    Chen, Songcan
    Hua, Qiang
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (01) : 421 - 430
  • [40] Fuzzy Theory Based Support Vector Machine Classifier
    Li, Xuehua
    Shu, Lan
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 600 - 604