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
  • [31] PSO-based pipe routing approach for aircraft engine
    Key Laboratory of Integrated Automation of Process Industry Ministry of Education, Northeastern University, Shenyang 110004, China
    Dongbei Daxue Xuebao, 2009, 7 (940-943+955):
  • [32] A PSO-based weighting method for linear combination of neural networks
    Nabavi-Kerizi, S. H.
    Abadi, M.
    Kabir, E.
    COMPUTERS & ELECTRICAL ENGINEERING, 2010, 36 (05) : 886 - 894
  • [33] PSO-based lightweight neural architecture search for object detection
    Gong, Tao
    Ma, Yongjie
    SWARM AND EVOLUTIONARY COMPUTATION, 2024, 90
  • [34] Neural network ensembles based approach for mineral prospectivity prediction
    Iyer, Vanaja
    Fung, Chun Che
    Brown, Warick
    Wong, Kok Wai
    TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, : 274 - +
  • [35] psoResNet: An improved PSO-based residual network search algorithm
    Wang, Dianwei
    Zhai, Leilei
    Fang, Jie
    Li, Yuanqing
    Xu, Zhijie
    NEURAL NETWORKS, 2024, 172
  • [36] PSO-based Modified Convolution Neural Network on Fan-Out Panel Level Package Prediction
    Wang, B. S.
    Huang, G. R.
    Chiang, K. N.
    2021 16TH INTERNATIONAL MICROSYSTEMS, PACKAGING, ASSEMBLY AND CIRCUITS TECHNOLOGY CONFERENCE (IMPACT), 2021, : 56 - 59
  • [37] A PSO-Based Virtual Network Mapping Algorithm with Crossover Operator
    Yuan, Ying
    Peng, Sancheng
    Zhou, Lixin
    Wang, Cong
    Wan, Cong
    Huang, Hongtao
    SMART COMPUTING AND COMMUNICATION, SMARTCOM 2016, 2017, 10135 : 527 - 536
  • [38] Hybrid PSO-based variable translation wavelet neural network and its application to hypoglycemia detection system
    San, Phyo Phyo
    Ling, Sai Ho
    Nguyen, Hung T.
    NEURAL COMPUTING & APPLICATIONS, 2013, 23 (7-8): : 2177 - 2184
  • [39] Hybrid PSO-based variable translation wavelet neural network and its application to hypoglycemia detection system
    Phyo Phyo San
    Sai Ho Ling
    Hung T. Nguyen
    Neural Computing and Applications, 2013, 23 : 2177 - 2184
  • [40] PSOPruner: PSO-Based Deep Convolutional Neural Network Pruning Method for PV Module Defects Classification
    Huang, Chao
    Zhang, Zhiying
    Wang, Long
    IEEE JOURNAL OF PHOTOVOLTAICS, 2022, 12 (06): : 1550 - 1558