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
  • [21] An Initialization Method for Clustering High-Dimensional Data
    Chen, Luying
    Chen, Lifei
    Jiang, Qingshan
    Wang, Beizhan
    Shi, Liang
    FIRST INTERNATIONAL WORKSHOP ON DATABASE TECHNOLOGY AND APPLICATIONS, PROCEEDINGS, 2009, : 444 - +
  • [22] Clustering of imbalanced high-dimensional media data
    Brodinova, Sarka
    Zaharieva, Maia
    Filzmoser, Peter
    Ortner, Thomas
    Breiteneder, Christian
    ADVANCES IN DATA ANALYSIS AND CLASSIFICATION, 2018, 12 (02) : 261 - 284
  • [23] Clustering of imbalanced high-dimensional media data
    Šárka Brodinová
    Maia Zaharieva
    Peter Filzmoser
    Thomas Ortner
    Christian Breiteneder
    Advances in Data Analysis and Classification, 2018, 12 : 261 - 284
  • [24] The Role of Hubness in Clustering High-Dimensional Data
    Tomasev, Nenad
    Radovanovic, Milos
    Mladenic, Dunja
    Ivanovic, Mirjana
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PT I: 15TH PACIFIC-ASIA CONFERENCE, PAKDD 2011, 2011, 6634 : 183 - 195
  • [25] An effective clustering scheme for high-dimensional data
    Xuansen He
    Fan He
    Yueping Fan
    Lingmin Jiang
    Runzong Liu
    Allam Maalla
    Multimedia Tools and Applications, 2024, 83 : 45001 - 45045
  • [26] An algorithm for high-dimensional traffic data clustering
    Zheng, Pengjun
    McDonald, Mike
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2006, 4223 : 59 - 68
  • [27] Clustering approaches for high-dimensional databases: A review
    Mittal, Mamta
    Goyal, Lalit M.
    Hemanth, Duraisamy Jude
    Sethi, Jasleen K.
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2019, 9 (03)
  • [28] A review of quadratic discriminant analysis for high-dimensional data
    Qin, Yingli
    WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, 2018, 10 (04)
  • [29] Comprehensive review on Clustering Techniques and its application on High Dimensional Data
    Alam, Afroj
    Muqeem, Mohd
    Ahmad, Sultan
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2021, 21 (06): : 237 - 244
  • [30] A Hybrid PSO-GSA Strategy for High-dimensional Optimization and Microarray Data Clustering
    Sun, Shiquan
    Peng, Qinke
    2014 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2014, : 41 - 46