Research and improvement of multiclass pattern classifier based on vector machine learning algorithm

被引:0
|
作者
Liu, Chang-Yuan [1 ,2 ]
Bi, Xiao-Jun [1 ]
Wei, Qi [2 ]
机构
[1] College of Information and Communication Engineering, Harbin Engineering University, Harbin 150001, China
[2] School of Electrical and Electronic Engineering, Harbin University of Science and Technology, Harbin 150080, China
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:114 / 118
相关论文
共 50 条
  • [1] Research on ELoran Demodulation Algorithm Based on Multiclass Support Vector Machine
    Liu, Shiyao
    Yan, Baorong
    Guo, Wei
    Hua, Yu
    Zhang, Shougang
    Lu, Jun
    Xu, Lu
    Yang, Dong
    REMOTE SENSING, 2024, 16 (17)
  • [2] AMOS - LEARNING MULTICLASS PATTERN CLASSIFIER
    POSPISIL, A
    PATTERN RECOGNITION, 1971, 3 (03) : 253 - &
  • [3] Research on Tower Mechanical Fault Classification Method Based on Multiclass Central Segmentation Hyperplane Support Vector Machine Improvement Algorithm
    Han, Shunjie
    Wang, Heran
    Hu, Xueyan
    Yang, Huan
    Wu, Hanye
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [4] Research on transfer learning algorithm based on support vector machine
    Li, Jingmei
    Wu, Weifei
    Xue, Di
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (04) : 4091 - 4106
  • [5] An incremental learning algorithm based on support vector domain classifier
    Zhao, Yinggang
    He, Qinming
    PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS, VOLS 1 AND 2, 2006, : 805 - 809
  • [6] A twin-hypersphere support vector machine classifier and the fast learning algorithm
    Peng, Xinjun
    Xu, Dong
    INFORMATION SCIENCES, 2013, 221 : 12 - 27
  • [7] A Multiobjective Multiclass Support Vector Machine Restricting Classifier Candidates Based on k-Means Clustering
    Tatsumi, Keiji
    Kawashita, Yuki
    Sugimoto, Takahumi
    NEURAL INFORMATION PROCESSING, ICONIP 2017, PT I, 2017, 10634 : 297 - 304
  • [8] Recognition of Mixture Control Chart Pattern Using Multiclass Support Vector Machine and Genetic Algorithm Based on Statistical and Shape Features
    Zhang, Min
    Cheng, Wenming
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [9] Research on Fault Diagnosis Method Using Improved MultiClass Classification Algorithm and Relevance Vector Machine
    Wu, Kun
    Kang, Jianshe
    Chi, Kuo
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2015, 10 (03) : 1 - 16
  • [10] Presenting a new multiclass classifier based on learning automata
    Afshar, Sorour
    Mosleh, Mohammad
    Kheyrandish, Mohammad
    NEUROCOMPUTING, 2013, 104 : 97 - 104