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Volumn 39, Issue 7, 2006, Pages 1315-1324

Scalable visual assessment of cluster tendency for large data sets

Author keywords

Cluster validity; Clustering; Data visualization; Scalability; Similarity measures

Indexed keywords

COMPUTER VISION; PATTERN RECOGNITION;

EID: 33646111187     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.02.011     Document Type: Article
Times cited : (81)

References (20)
  • 1
    • 0036791571 scopus 로고    scopus 로고
    • Complexity reduction for "large image" processing
    • Pal N.R., and Bezdek J.C. Complexity reduction for "large image" processing. IEEE Trans. Syst. Man Cybern. 32 (2002) 598-611
    • (2002) IEEE Trans. Syst. Man Cybern. , vol.32 , pp. 598-611
    • Pal, N.R.1    Bezdek, J.C.2
  • 2
    • 33746912228 scopus 로고    scopus 로고
    • R.J. Hathaway, J.C. Bezdek, Extending fuzzy and probabilistic clustering to very large data sets, Comput. Statist. Data Analy. (2006) in press.
  • 3
    • 33746922014 scopus 로고    scopus 로고
    • J.C. Bezdek, R.J. Hathaway, J.M. Huband, C. Leckie, R. Kotagiri, Approximate clustering in very large relational data sets, Int. J. Intell. Syst. (2006) in press.
  • 12
    • 84976658532 scopus 로고
    • A computer generated aid for cluster analysis
    • Ling R.F. A computer generated aid for cluster analysis. Commun. ACM 16 (1973) 355-361
    • (1973) Commun. ACM , vol.16 , pp. 355-361
    • Ling, R.F.1
  • 13
    • 0037410621 scopus 로고    scopus 로고
    • Visual cluster validity (VCV) for prototype generator clustering models
    • Hathaway R.J., and Bezdek J.C. Visual cluster validity (VCV) for prototype generator clustering models. Pattern Recognition Lett. 24 (2003) 1563-1569
    • (2003) Pattern Recognition Lett. , vol.24 , pp. 1563-1569
    • Hathaway, R.J.1    Bezdek, J.C.2
  • 15
    • 0036565280 scopus 로고    scopus 로고
    • Mercer kernel-based clustering in feature space
    • Girolami M. Mercer kernel-based clustering in feature space. IEEE Trans. Neural Networks 13 (2002) 780-784
    • (2002) IEEE Trans. Neural Networks , vol.13 , pp. 780-784
    • Girolami, M.1
  • 16
    • 0842300534 scopus 로고    scopus 로고
    • Clustering incomplete data using kernel-based fuzzy c-means algorithm
    • Zhang D.-Q., and Chen S.-C. Clustering incomplete data using kernel-based fuzzy c-means algorithm. Neural Process. Lett. 18 (2003) 155-162
    • (2003) Neural Process. Lett. , vol.18 , pp. 155-162
    • Zhang, D.-Q.1    Chen, S.-C.2
  • 18
    • 24044492227 scopus 로고    scopus 로고
    • bigVAT: visual assessment of cluster tendency for large data sets
    • Huband J.M., Bezdek J.C., and Hathaway R.J. bigVAT: visual assessment of cluster tendency for large data sets. Pattern Recognition 38 (2005) 1875-1886
    • (2005) Pattern Recognition , vol.38 , pp. 1875-1886
    • Huband, J.M.1    Bezdek, J.C.2    Hathaway, R.J.3
  • 20
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn J.C. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. J. Cybern. 3 (1973) 32-57
    • (1973) J. Cybern. , vol.3 , pp. 32-57
    • Dunn, J.C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.