KNOWLEDGE BASED APPROACH TO CLUSTER ALGORITHM SELECTION

被引：1
|
作者：
BALASUBRAMANIAM, A
PARTHASARATHY, G
CHATTERJI, BN
机构：
[1] INDIAN INST TECHNOL,DEPT ELECTR & ELECT COMMUN ENGN,KHARAGPUR 721302,W BENGAL,INDIA
[2] ANNA UNIV,COLL ENGN,DEPT COMP SCI & ENGN,MADRAS 600025,INDIA
来源：
PATTERN RECOGNITION LETTERS | 1990年 / 11卷 / 10期
关键词：
Fisher and Van Ness admissibility conditions; interactive cluster analysis; Knowledge based system; unsupervised classification;
D O I：
10.1016/0167-8655(90)90098-M
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper presents an interactive knowledge based approach to selection of a cluster algorithm well suited to any given data situation. The results of experimentation with four synthetic data sets and a natural data set are quite encouraging. © 1990.
引用
收藏
页码：651 / 661
页数：11
相关论文
共 50 条
  • [41] Knowledge-Based Approach to Question Answering System Selection
    Konys, Agnieszka
    COMPUTATIONAL COLLECTIVE INTELLIGENCE (ICCCI 2015), PT I, 2015, 9329 : 361 - 370
  • [42] Knowledge Team Member Selection Based on Self-adaptive Algorithm
    Shen Xuewu
    Ling Shen
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON PRODUCT INNOVATION MANAGEMENT, VOLS I AND II, 2009, : 1595 - 1598
  • [43] MULTI-OBJECTIVE KNOWLEDGE SERVICES SELECTION BASED ON GENETIC ALGORITHM
    Hao Mei
    Kang Wenbo
    2011 3RD INTERNATIONAL CONFERENCE ON COMPUTER TECHNOLOGY AND DEVELOPMENT (ICCTD 2011), VOL 1, 2012, : 43 - 47
  • [44] Route selection with unspecified sites using knowledge based genetic algorithm
    Kanoh, Hitoshi
    Nakamura, Nobuaki
    Nakamura, Tomohiro
    Transactions of the Japanese Society for Artificial Intelligence, 2002, 17 (02) : 145 - 152
  • [45] Incorporating prior domain knowledge into a kernel based feature selection algorithm
    Yu, Ting
    Simoff, Simeon J.
    Stokes, Donald
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2007, 4426 : 1064 - +
  • [46] A reference image selection approach for scene matching based on cluster system
    Han, XF
    Li, JS
    Sun, MD
    Yang, XG
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 6157 - 6160
  • [47] A cluster tree based model selection approach for logistic regression classifier
    Tanju, Ozge
    Kalaylioglu, Zeynep
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2018, 88 (07) : 1394 - 1414
  • [48] Feature selection for cluster analysis: an approach based on the simplified silhouette criterion
    Hruschka, Eduardo R.
    Covoes, Thiago F.
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS, 2006, : 32 - +
  • [49] Research on genetic algorithm strategy selection for function optimization based on function cluster
    Li, Xue
    Cui, Yingan
    Cui, Duwu
    Wang, Xuetong
    ICIC Express Letters, 2011, 5 (12): : 4403 - 4408
  • [50] A peak density clustering algorithm based on the automatic selection of the cluster center points
    Cui, Shi-Qi
    Liu, Bing
    Li, Yong
    Liu, Hui
    Journal of Computers (Taiwan), 2020, 31 (06) : 38 - 51
12345