A genetic algorithm approach for semi-supervised clustering

被引:1
|
作者
Demiriz, Ayhan [1 ]
Bennett, Kristin P. [1 ]
Embrechts, Mark J. [1 ]
机构
[1] Department of Mathematical Sciences, Rensselaer Polytechnic Institute, 110 8th Street, Troy, NY 12180, United States
关键词
D O I
10.1080/10255810210623
中图分类号
学科分类号
摘要
Genetic algorithms
引用
收藏
页码:21 / 30
相关论文
共 50 条
  • [21] Automated Constraint Selection for Semi-supervised Clustering Algorithm
    Ruiz, Carlos
    Vallejo, Carlos G.
    Spiliopoulou, Myra
    Menasalvas, Ernestina
    CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE, 2010, 5988 : 151 - +
  • [22] Semi-supervised clustering based on affinity propagation algorithm
    Xiao, Yu
    Yu, Jian
    Ruan Jian Xue Bao/Journal of Software, 2008, 19 (11): : 2803 - 2813
  • [23] Semi-supervised robust on-line clustering algorithm
    Jin, Jun
    Zhang, Daoqiang
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2008, 45 (03): : 496 - 502
  • [24] An Efficient Semi-Supervised Clustering Algorithm with Sequential Constraints
    Yi, Jinfeng
    Zhang, Lijun
    Yang, Tianbao
    Liu, Wei
    Wang, Jun
    KDD'15: PROCEEDINGS OF THE 21ST ACM SIGKDD INTERNATIONAL CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, 2015, : 1405 - 1414
  • [25] On Using Genetic Algorithm for Initialising Semi-supervised Fuzzy c-Means Clustering
    Lai, Daphne Teck Ching
    Garibaldi, Jonathan M.
    COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS, CIIS 2016, 2017, 532 : 3 - 14
  • [26] A semi-supervised clustering approach using labeled data
    Taghizabet, A.
    Tanha, J.
    Amini, A.
    Mohammadzadeh, J.
    SCIENTIA IRANICA, 2023, 30 (01) : 104 - 115
  • [27] A Semi-Supervised Clustering Approach for Semantic Slot Labelling
    Cuayahuitl, Heriberto
    Dethlefs, Nina
    Hastie, Helen
    2014 13TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA), 2014, : 500 - 505
  • [28] Fast Semi-Supervised Fuzzy Clustering :Approach and Application
    Cai, Jia-xin
    Yang, Feng
    Feng, Guo-can
    PROCEEDINGS OF THE 2009 CHINESE CONFERENCE ON PATTERN RECOGNITION AND THE FIRST CJK JOINT WORKSHOP ON PATTERN RECOGNITION, VOLS 1 AND 2, 2009, : 108 - +
  • [29] A novel semi-supervised approach for network traffic clustering
    Wang Y.
    Xiang Y.
    Zhang J.
    Yu S.
    Proceedings - 2011 5th International Conference on Network and System Security, NSS 2011, 2011, : 169 - 175
  • [30] Semi-supervised clustering methods
    Bair, Eric
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2013, 5 (05): : 349 - 361