Feature selection method based on parallel immune cloning algorithm

被引:0
|
作者
Chengdu Institute of Computer Application, Chinese Academy of Sciences, Chengdu 610041, China [1 ]
机构
来源
Shanghai Jiaotong Daxue Xuebao | 2009年 / 12卷 / 1847-1851期
关键词
Cloning;
D O I
暂无
中图分类号
Q78 [基因工程(遗传工程)]; Q812 [];
学科分类号
071007 ; 0836 ; 090102 ;
摘要
Considering serial feature selection method is inefficient timely to be applied to Chinese massive text data sets, a feature selection method based on parallel immune cloning algorithm was presented. The method uses the immune cloning algorithm to select feature subset and calculates fitness of feature subsets in multiple computing nodes at the same time, so can acquire quickly the feature subsets which are more representative. The experimental results show that the method is effective.
引用
收藏
相关论文
共 50 条
  • [21] Parallel Feature Selection Algorithm based on Rough Sets and Particle Swarm Optimization
    Adamczyk, Mateusz
    FEDERATED CONFERENCE ON COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2014, 2014, 2 : 43 - 50
  • [22] A parallel hybrid krill herd algorithm for feature selection
    Laith Abualigah
    Bisan Alsalibi
    Mohammad Shehab
    Mohammad Alshinwan
    Ahmad M. Khasawneh
    Hamzeh Alabool
    International Journal of Machine Learning and Cybernetics, 2021, 12 : 783 - 806
  • [23] A Chaotic Parallel Antlion Optimization Algorithm for Feature Selection
    Zhou, Xun
    Chen, Hongwei
    Shi, Dewei
    PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 2022, : 97 - 99
  • [24] GENETIC ALGORITHM FOR FEATURE-SELECTION FOR PARALLEL CLASSIFIERS
    KUNCHEVA, L
    INFORMATION PROCESSING LETTERS, 1993, 46 (04) : 163 - 168
  • [25] A parallel feature selection algorithm for detection of cancer biomarkers
    Razmjouei, Maryam
    Hamidi, Hamid Reza
    INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS, 2022, 16 (02): : 441 - 447
  • [26] A parallel hybrid krill herd algorithm for feature selection
    Abualigah, Laith
    Alsalibi, Bisan
    Shehab, Mohammad
    Alshinwan, Mohammad
    Khasawneh, Ahmad M.
    Alabool, Hamzeh
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2021, 12 (03) : 783 - 806
  • [27] DOA Estimation by Feature Extraction Based on Parallel Deep Neural Networks and MRMR Feature Selection Algorithm
    Al-Tameemi, Ashwaq Neaman Hassan
    Feghhi, Mahmood Mohassel
    Tazehkand, Behzad Mozaffari
    IEEE ACCESS, 2025, 13 : 40480 - 40502
  • [28] GMDH METHOD WITH GENETIC SELECTION ALGORITHM AND CLONING
    Jirina, Marcel
    Jirina, Marcel, Jr.
    NEURAL NETWORK WORLD, 2013, 23 (05) : 451 - 464
  • [29] Immune predictive control method based on clone selection algorithm
    Gong, Gu-Feng
    Zhang, Jing
    Wang, Lian-Hong
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2008, 35 (06): : 36 - 40
  • [30] Immune multiobjective optimization algorithm for unsupervised feature selection
    Zhang, Xiangrong
    Lu, Bin
    Gou, Shuiping
    Jiao, Licheng
    APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2006, 3907 : 484 - 494