Novel partitional clustering algorithm for large data processing

被引:4
|
作者
Lu, Zhi-Mao [1 ,2 ]
Feng, Jin-Mei [1 ,3 ]
Fan, Dong-Mei [2 ]
Yang, Peng [1 ]
Tian, Ye [1 ,4 ]
机构
[1] Pattern Recognition and Natural Computation Laboratory, Harbin Engineering University, Harbin 150001, China
[2] School of Computer Science and Technology, Dalian University of Technology, Dalian 116024, China
[3] College of Electronics and Information Engineering, Heilongjiang University of Science and Technology, Harbin 150022, China
[4] School of Physics and Electronic Engineering, Harbin Normal University, Harbin 150025, China
关键词
D O I
10.3969/j.issn.1001-506X.2014.05.32
中图分类号
学科分类号
摘要
引用
收藏
页码:1010 / 1015
相关论文
共 50 条
  • [21] A Fast Partitional Clustering Algorithm based on Nearest Neighbours Heuristics
    Ganguly, Debasis
    [J]. PATTERN RECOGNITION LETTERS, 2018, 112 : 198 - 204
  • [22] A Coevolving Memetic Algorithm for Simultaneous Partitional Clustering and Feature Weighting
    Sun, Yiwen
    Zhu, Zexuan
    He, Shan
    Ji, Zhen
    [J]. 2013 IEEE WORKSHOP ON MEMETIC COMPUTING (MC), 2013, : 9 - 15
  • [23] A novel typical-sample-weighted clustering algorithm for large data sets
    Li, J
    Gao, XB
    Jiao, LC
    [J]. COMPUTATIONAL INTELLIGENCE AND SECURITY, PT 1, PROCEEDINGS, 2005, 3801 : 696 - 703
  • [24] Clustering of nonstationary data streams: A survey of fuzzy partitional methods
    Abdullatif, Amr
    Masulli, Francesco
    Rovetta, Stefano
    [J]. WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2018, 8 (04)
  • [25] Big Data Performance Analysis on a Hadoop Distributed File System Based on Modified Partitional Clustering Algorithm
    Marichamy, V. Santhana
    Natarajan, V
    [J]. SUSTAINABLE COMMUNICATION NETWORKS AND APPLICATION, ICSCN 2019, 2020, 39 : 461 - 468
  • [26] A fast and effective partitional clustering algorithm for large categorical datasets using a k-means based approach
    Ben Salem, Semeh
    Naouali, Sami
    Chtourou, Zied
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2018, 68 : 463 - 483
  • [27] StreamXM: An Adaptive Partitional Clustering Solution for Evolving Data Streams
    Anderson, Robert
    Koh, Yun Sing
    [J]. BIG DATA ANALYTICS AND KNOWLEDGE DISCOVERY, 2015, 9263 : 270 - 282
  • [28] FICA: A new data clustering technique based on partitional approach for data mining
    Tsai, Cheng-Fa
    Shih, Deng-Chiung
    Liu, Chih-Wei
    [J]. PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2007, : 739 - 744
  • [29] Fuzzy partitional clustering algorithms
    Zhang, Min
    Yu, Jian
    [J]. Ruan Jian Xue Bao/Journal of Software, 2004, 15 (06): : 858 - 868
  • [30] Novel Fuzzy Clustering Algorithm for Fuzzy Data
    Agarwal, Vijyant
    [J]. 2015 EIGHTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2015, : 155 - 161