PSO-based approach for neural network ensembles

被引:0
|
作者
Fu, Qiang [1 ]
Hu, Shang-Xu [1 ]
Zhao, Sheng-Ying [2 ]
机构
[1] Inst. of Intelligence Info. Eng., Zhejiang Univ., Hangzhou 310027, China
[2] UTStarcom Telecom. Co. Ltd., Hangzhou 310027, China
关键词
Bagging method - Fitness function - Neural network ensemble - Overfitting - Particle swarm optimization (PSO) - Prediction error - Resampling;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1596 / 1600
相关论文
共 50 条
  • [1] Controlling Chaos by PSO-based Neural Network
    Sun Xuegang
    Yun Chao
    Cui Yihui
    An Zhengang
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS, 2009, : 249 - +
  • [2] PSO-based Neural Network Model for Teaching Evaluation
    Zhu, Changjun
    Zhao, Xiujuan
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 53 - 55
  • [3] A PSO-Based approach to rule learning in network intrusion detection
    Chen, Guolong
    Chen, Qingliang
    Guo, Wenzhong
    FUZZY INFORMATION AND ENGINEERING, PROCEEDINGS, 2007, 40 : 666 - +
  • [4] PSO-based neural network optimization and its utilization in a boring machine
    Zhou, Jialin
    Duan, Zhengcheng
    Li, Yong
    Deng, Hanchun
    JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2006, 178 (1-3) : 19 - 23
  • [5] PSO-Based Neural Network Prediction and its Utilization in GMAW Process
    Sreeraj, Pathiyasseril
    Kannan, Thangavel
    Maji, Subhasis
    JORDAN JOURNAL OF MECHANICAL AND INDUSTRIAL ENGINEERING, 2014, 8 (05): : 333 - 342
  • [6] Application of PSO-based wavelet neural network in tool wear monitoring
    Huang, Hua
    Li, Aiping
    Lin, Xiankun
    2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6, 2007, : 2813 - 2817
  • [7] The selection of milling parameters by the PSO-based neural network modeling method
    Farahnakian, Masoud
    Razfar, Mohammad Reza
    Moghri, Mahdi
    Asadnia, Mohsen
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 57 (1-4): : 49 - 60
  • [8] PSO-Based Neural Network Controller for Speed Sensorless Control of PMSM
    Nazelan, A. M.
    Osman, M. K.
    Salim, N. A.
    Samat, A. A. A.
    Ahmad, K. A.
    2017 7TH IEEE INTERNATIONAL CONFERENCE ON CONTROL SYSTEM, COMPUTING AND ENGINEERING (ICCSCE), 2017, : 366 - 371
  • [9] PSO-based RBF Neural Network Model for Teaching Quality Evaluation
    Zhu, Changjun
    Wang, Bin
    2009 IITA INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS ENGINEERING, PROCEEDINGS, 2009, : 47 - 50
  • [10] Application of PSO-based Neural Network in Quality Assessment of Construction Project
    Shi, Huawang
    Li, Wanqing
    2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS, 2008, : 54 - +