Convex Optimization Techniques for High-Dimensional Data Clustering Analysis: A Review

被引:0
|
作者
Yousif, Ahmed Yacoub [1 ,2 ]
Al-Sarray, Basad [3 ]
机构
[1] University of Baghdad, College of Science, Mathematics Department, Baghdad, Iraq
[2] University of Technology, Department of Applied Sciences, Baghdad, Iraq
[3] University of Baghdad, College of Science, Computer Science Department, Iraq
关键词
D O I
10.52866/ijcsm.2024.05.03.022
中图分类号
学科分类号
摘要
引用
下载
收藏
页码:378 / 398
相关论文
共 50 条
  • [1] High-dimensional data clustering by using local affine/convex hulls
    Cevikalp, Hakan
    PATTERN RECOGNITION LETTERS, 2019, 128 : 427 - 432
  • [2] High-dimensional data clustering
    Bouveyron, C.
    Girard, S.
    Schmid, C.
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 52 (01) : 502 - 519
  • [3] Clustering High-Dimensional Data
    Masulli, Francesco
    Rovetta, Stefano
    CLUSTERING HIGH-DIMENSIONAL DATA, CHDD 2012, 2015, 7627 : 1 - 13
  • [4] A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data
    Esmin, Ahmed A. A.
    Coelho, Rodrigo A.
    Matwin, Stan
    ARTIFICIAL INTELLIGENCE REVIEW, 2015, 44 (01) : 23 - 45
  • [5] A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data
    Ahmed A. A. Esmin
    Rodrigo A. Coelho
    Stan Matwin
    Artificial Intelligence Review, 2015, 44 : 23 - 45
  • [6] Regularization techniques for high-dimensional data analysis
    Lu, Jiwen
    Peng, Xi
    Deng, Weihong
    Mian, Ajmal
    IMAGE AND VISION COMPUTING, 2017, 60 : 1 - 3
  • [7] A Novel Convex Clustering Method for High-Dimensional Data Using Semiproximal ADMM
    Chen, Huangyue
    Kong, Lingchen
    Li, Yan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [8] Model-based clustering of high-dimensional data: A review
    Bouveyron, Charles
    Brunet-Saumard, Camille
    COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2014, 71 : 52 - 78
  • [9] Literature Review on High Dimensional Data Clustering Techniques
    Selvavinayagam, G.
    Loganathan, Venkateshwaran
    Loheswaran, K.
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (06): : 183 - 187
  • [10] Clustering of High-Dimensional and Correlated Data
    McLachlan, Geoffrey J.
    Ng, Shu-Kay
    Wang, K.
    DATA ANALYSIS AND CLASSIFICATION, 2010, : 3 - 11