Parameter optimization of kernel-based one-class classifier on imbalance learning

被引：0
|
作者：
Zhuang, Ling [1 ]
Dai, Honghua [1 ]
机构：
[1] School of Engineering and Information Technology, Deakin University, 221 Burwood Highway, Burwood, VIC 3125, Australia
来源：
Journal of Computers (Finland) | 2006年 / 1卷 / 07期
关键词：
Support vector machines;
D O I：
10.4304/jcp.1.7.32-40
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：32 / 40
相关论文
共 50 条
  • [11] A kernel-based two-stage one-class support vector machines algorithm
    Yeh, Chi-Yuan
    Lee, Shie-Jue
    ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 515 - +
  • [12] Kernel Parameter Optimization for Kernel-based LDA methods
    Huang, Jian
    Chen, Xiaoming
    Yuen, P. C.
    Zhang, Jun
    Chen, W. S.
    Lai, J. H.
    2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 3840 - 3846
  • [13] A Multi-Class Quantum Kernel-Based Classifier
    Pillay, Shivani Mahashakti
    Sinayskiy, Ilya
    Jembere, Edgar
    Petruccione, Francesco
    ADVANCED QUANTUM TECHNOLOGIES, 2024, 7 (01)
  • [14] Parameter estimation of one-class SVM on imbalance text classification
    Zhuang, Ling
    Dai, Honghua
    ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4013 : 538 - 549
  • [15] One-class classifier based on principal curves
    Fernando Elias de Melo Borges
    Otavio Fidelis Mota
    Danton Diego Ferreira
    Bruno Henrique Groenner Barbosa
    Neural Computing and Applications, 2023, 35 : 19015 - 19024
  • [16] One-class classifier based on principal curves
    Borges, Fernando Elias de Melo
    Mota, Otavio Fidelis
    Ferreira, Danton Diego
    Barbosa, Bruno Henrique Groenner
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (26): : 19015 - 19024
  • [17] Parallel one-class extreme learning machine for imbalance learning based on Bayesian approach
    Li Y.
    Zhang S.
    Yin Y.
    Xiao W.
    Zhang J.
    Journal of Ambient Intelligence and Humanized Computing, 2024, 15 (2) : 1745 - 1762
  • [18] Parallel one-class extreme learning machine for imbalance learning based on Bayesian approach
    School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing
    100083, China
    不详
    100083, China
    J. Ambient Intell. Humanized Comput., 2024, 2 (1745-1762): : 1745 - 1762
  • [19] Kernel Parameter Optimization in Stretched Kernel-Based Fuzzy Clustering
    Lu, Chunhong
    Zhu, Zhaomin
    Gu, Xiaofeng
    PARTIALLY SUPERVISED LEARNING, PSL 2013, 2013, 8193 : 49 - 57
  • [20] ACTIVE ONE-CLASS LEARNING BY KERNEL DENSITY ESTIMATION
    Ghasemi, Alireza
    Manzuri, Mohammad T.
    Rabiee, Hamid R.
    Rohban, Mohammad H.
    Haghiri, Siavash
    2011 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2011,
12345