MICCF: A Mutual Information Constrained Clustering Framework for Learning Clustering-Oriented Feature Representations

被引：0
|
作者：
Li, Hongyu [1 ]
Zhang, Lefei [1 ,2 ]
Su, Kehua [1 ]
Yu, Wei [1 ]
机构：
[1] National Engineering Research Center for Multimedia Software, School of Computer Science, Wuhan University, Wuhan, China
[2] Hubei Luojia Laboratory, Wuhan, China
来源：
ACM Transactions on Knowledge Discovery from Data | 2024年 / 18卷 / 08期
关键词：
53;
D O I：
10.1145/3672402
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep Contrastive Graph Learning with Clustering-Oriented Guidance
    Chen, Mulin
    Wang, Bocheng
    Li, Xuelong
    [J]. THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 10, 2024, : 11364 - 11372
  • [2] A Clustering-Oriented Star Coordinate Translation method for reliable clustering parameterization
    Tsai, Chieh-Yuan
    Chiu, Chuang-Cheng
    [J]. ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2008, 5012 : 749 - 758
  • [3] Clustering-oriented privacy-preserving data publishing
    Ni, Weiwei
    Chong, Zhihong
    [J]. KNOWLEDGE-BASED SYSTEMS, 2012, 35 : 264 - 270
  • [4] Clover: a clustering-oriented de novo assembler for Illumina sequences
    Ming-Feng Hsieh
    Chin Lung Lu
    Chuan Yi Tang
    [J]. BMC Bioinformatics, 21
  • [5] Clover: a clustering-oriented de novo assembler for Illumina sequences
    Hsieh, Ming-Feng
    Lu, Chin Lung
    Tang, Chuan Yi
    [J]. BMC BIOINFORMATICS, 2020, 21 (01)
  • [6] Using clustering and dynamic mutual information for topic feature selection
    Xu, Jian-min
    Wu, Shu Fang
    Zhu, Jie
    [J]. JOURNAL OF THE SOCIETY FOR INFORMATION DISPLAY, 2014, 22 (11) : 572 - 580
  • [7] A Clustering-Oriented Closeness Measure Based on Neighborhood Chain and Its Application in the Clustering Ensemble Framework Based on the Fusion of Different Closeness Measures
    Liang, Shaoyi
    Han, Deqiang
    [J]. SENSORS, 2017, 17 (10)
  • [8] Mutual information evaluation: A way to predict the performance of feature weighting on clustering
    Ji, Bo
    Ye, Yang-Dong
    Xiao, Yu
    [J]. INTELLIGENT DATA ANALYSIS, 2013, 17 (06) : 1001 - 1021
  • [9] A framework for deep constrained clustering
    Zhang, Hongjing
    Zhan, Tianyang
    Basu, Sugato
    Davidson, Ian
    [J]. DATA MINING AND KNOWLEDGE DISCOVERY, 2021, 35 (02) : 593 - 620
  • [10] A framework for deep constrained clustering
    Hongjing Zhang
    Tianyang Zhan
    Sugato Basu
    Ian Davidson
    [J]. Data Mining and Knowledge Discovery, 2021, 35 : 593 - 620
12345