Support vector data description method with local optimization boundary

被引:0
|
作者
Chen, Jun [1 ,3 ]
Peng, Xiao-Qi [1 ,2 ]
Tang, Xiu-Ming [3 ]
Song, Yan-Po [1 ]
Liu, Zheng [1 ]
机构
[1] School of Information Science and Engineering, Central South University, Changsha,410083, China
[2] Department of Information Science and Engineering, Hunan First Normal University, Changsha,410205, China
[3] Institute of Information and Electrical Engineering, Hunan University of Science and Technology, Xiangtan,411201, China
关键词
14;
D O I
10.15938/j.emc.2015.10.014
中图分类号
学科分类号
摘要
引用
收藏
页码:93 / 99
相关论文
共 50 条
  • [21] A Unified Model for Support Vector Machine and Support Vector Data Description
    Le, Trung
    Tran, Dat
    Ma, Wanli
    Sharma, Dharmendra
    2012 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2012,
  • [22] A NOVEL METHODOLOGY FOR PROCESS PARAMETER OPTIMIZATION BASED ON SUPPORT VECTOR DATA DESCRIPTION
    Xu, Gang
    Dong, Qianqian
    Zhang, Xiaotong
    Li, Min
    INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2020, 27 (05): : 665 - 677
  • [23] Dealing with Imbalanced Dataset Leveraging Boundary Samples Discovered by Support Vector Data Description
    Luo, Zhengbo
    Parvin, Hamid
    Garg, Harish
    Qasem, Sultan Noman
    Pho, Kim-Hung
    Mansoe, Zulkefli
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (03): : 2691 - 2708
  • [24] Global Plus Local Jointly Regularized Support Vector Data Description for Novelty Detection
    Hu, Wenjun
    Hu, Tianjie
    Wei, Yuzhen
    Lou, Jungang
    Wang, Shitong
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (09) : 6602 - 6614
  • [25] Fault detection in the marine engine using a support vector data description method
    Wrzask, Klaudia
    Kowalski, Jerzy
    Le, Van Vang
    Nguyen, Van Giao
    Cao, Dao Nam
    JOURNAL OF MARINE ENGINEERING AND TECHNOLOGY, 2024, 23 (06): : 412 - 422
  • [26] Contrastive deep support vector data description
    Xing, Hong-Jie
    Zhang, Ping -Ping
    PATTERN RECOGNITION, 2023, 143
  • [27] Fast distant support vector data description
    Ling, Ping
    You, Xiangyang
    Gao, Dajin
    Gao, Tao
    Li, Xue
    MEMETIC COMPUTING, 2017, 9 (01) : 3 - 14
  • [28] Ramp Loss Support Vector Data Description
    Xuanthanh, Vo
    Bach, Tran
    Hoai An Le Thi
    Tao Pham Dinh
    INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2017, PT I, 2017, 10191 : 421 - 431
  • [29] Support vector data description with manifold embedding
    Chen, Bin
    Li, Bin
    Pan, Zhi-Song
    Chen, Song-Can
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2009, 22 (04): : 548 - 553
  • [30] Deep learning with support vector data description
    Kim, Sangwook
    Choi, Yonghwa
    Lee, Minho
    NEUROCOMPUTING, 2015, 165 : 111 - 117