SVM Classification Algorithm in ECG Classification

被引:0
|
作者
Zhu, Yanwei [1 ]
机构
[1] Tangshan Normal Univ, Dept Math & Informat Sci, Tangshan, Peoples R China
关键词
Support Vector Machine (SVM); Kernel function; Classification; Electrocardiogram;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Support Vector Machine classification was studied by this article. Kernel function was used on Electrocardiogram (ECG) classification. Classification results show that the support vector machine classification algorithm reduce the complexity of the classification algorithm, and to ensure that the ECG classification accuracy, while the feasibility and effectiveness of the classification of ideas in the ECG classification.
引用
收藏
页码:797 / 803
页数:7
相关论文
共 50 条
  • [1] ECG PVC classification algorithm based on fusion SVM and wavelet transform
    Huang, Dong
    Liao, Zhengquan
    Li, Changbin
    Li, Dan
    Huang, Wendong
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (01) : 193 - 202
  • [2] ECG wavelet compress SVM classification analyse
    Gong Miao-kun
    Wan Fu-yong
    Xu Jian-qiang
    Yuan Zhen-dong
    Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, : 1347 - 1350
  • [3] ECG Beat Classification Using Wavelets and SVM
    Faziludeen, Shameer
    Sabiq, P., V
    2013 IEEE CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGIES (ICT 2013), 2013, : 815 - 818
  • [4] SVM CLASSIFICATION OF HOLTER ECG BEATS USING WAVELET
    Huptych, Michal
    Georgoulas, George
    Chudacek, Vaclav
    Stylios, Chrysostomos
    Lhotska, Lenka
    ADVANCED TOPICS IN SCATTERING AND BIOMEDICAL ENGINEERING, 2008, : 281 - +
  • [5] A Survey of ECG Classification for Arrhythmia Diagnoses Using SVM
    Ayushi, Doshi
    Nikita, Bhatt
    Nitin, Shah
    INTELLIGENT COMMUNICATION TECHNOLOGIES AND VIRTUAL MOBILE NETWORKS, ICICV 2019, 2020, 33 : 574 - 590
  • [6] PCA AND KPCA OF ECG SIGNALS WITH BINARY SVM CLASSIFICATION
    Kanaan, L.
    Merheb, D.
    Kallas, M.
    Francis, C.
    Amoud, H.
    Honeine, P.
    2011 IEEE WORKSHOP ON SIGNAL PROCESSING SYSTEMS (SIPS), 2011, : 344 - 348
  • [7] Pyramidal Algorithm for SVM-Classification
    Frolov, Igor
    Sadykhov, Rauf
    2012 IV INTERNATIONAL CONFERENCE PROBLEMS OF CYBERNETICS AND INFORMATICS (PCI), 2012,
  • [8] An Effective ECG Arrhythmia Classification Algorithm
    Wang, Jeen-Shing
    Chiang, Wei-Chun
    Yang, Ya-Ting C.
    Hsu, Yu-Liang
    BIO-INSPIRED COMPUTING AND APPLICATIONS, 2012, 6840 : 545 - +
  • [9] A novel proposed CNN–SVM architecture for ECG scalograms classification
    Oznur Ozaltin
    Ozgur Yeniay
    Soft Computing, 2023, 27 : 4639 - 4658
  • [10] ECG Signal Classification Using DWT, MFCC and SVM Classifier
    Toulni, Youssef
    Nsiri, Benayad
    Drissi, Taoufiq Belhoussine
    TRAITEMENT DU SIGNAL, 2023, 40 (01) : 335 - 342