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Volumn 37, Issue 5, 2007, Pages 758-769

Fuzzy ants and clustering

Author keywords

Ant colony optimization; Clustering; Fuzzy C means (FCM); Fuzzy partition validity; Hard C means (HCM); Swarm intelligence

Indexed keywords

ARTIFICIAL INTELLIGENCE; CLUSTERING ALGORITHMS; OPTIMIZATION;

EID: 34548204908     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2007.902655     Document Type: Article
Times cited : (59)

References (31)
  • 1
    • 0033280561 scopus 로고    scopus 로고
    • A survey of fuzzy clustering algorithms for pattern recognition. I
    • Dec
    • A. Baraldi and P. Blonda, "A survey of fuzzy clustering algorithms for pattern recognition. I," IEEE Trans. Syst., Man, Cybern. B, Cybern. vol. 29, no. 6, pp. 778-785, Dec. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern , vol.29 , Issue.6 , pp. 778-785
    • Baraldi, A.1    Blonda, P.2
  • 8
    • 33645401888 scopus 로고    scopus 로고
    • Fuzzy ants as a clustering concept,
    • M.S. thesis, Univ. South Florida, Tampa, FL
    • P. Kanade, "Fuzzy ants as a clustering concept," M.S. thesis, Univ. South Florida, Tampa, FL, 2004.
    • (2004)
    • Kanade, P.1
  • 9
    • 34548278489 scopus 로고    scopus 로고
    • Strategies for an artificial life system to cluster high dimensional data
    • U. Brggemann, H. Schaub, and F. Detje, Eds
    • A. Ultsch, "Strategies for an artificial life system to cluster high dimensional data," in Proc. GWAL-6 - Abstracting and Synthesizing the Principles of Living Systems, U. Brggemann, H. Schaub, and F. Detje, Eds., 2004, pp. 128-137.
    • (2004) Proc. GWAL-6 - Abstracting and Synthesizing the Principles of Living Systems , pp. 128-137
    • Ultsch, A.1
  • 10
    • 34548234556 scopus 로고    scopus 로고
    • Classifying English web pages with 'smart' ant-like agents soft computing
    • W. Lai, K. Hoe, T. Tai, and M. Seah, "Classifying English web pages with 'smart' ant-like agents soft computing," Multimedia Biomed., Image Process. Fin. Eng., vol. 13, pp. 411-416, 2002.
    • (2002) Multimedia Biomed., Image Process. Fin. Eng , vol.13 , pp. 411-416
    • Lai, W.1    Hoe, K.2    Tai, T.3    Seah, M.4
  • 11
    • 84957690734 scopus 로고    scopus 로고
    • On improving clustering in numerical databases with artificial ants
    • D. Floreano, J. Nicoud, and F. Mondala, Eds, Lausanne, Switzerland, Sep
    • N. Monmarché, M. Slimane, and G. Venturini, "On improving clustering in numerical databases with artificial ants," in Proc. 5th ECAL, D. Floreano, J. Nicoud, and F. Mondala, Eds., Lausanne, Switzerland, Sep. 1999, vol. 1674, pp. 626-635.
    • (1999) Proc. 5th ECAL , vol.1674 , pp. 626-635
    • Monmarché, N.1    Slimane, M.2    Venturini, G.3
  • 13
    • 50049119294 scopus 로고    scopus 로고
    • Improved ant-based clustering and sorting in a document retrieval interface
    • J. Handl and B. Meyer, "Improved ant-based clustering and sorting in a document retrieval interface," in Proc. 7th Int. Conf. PPSN, 2002, vol. 2439, pp. 913-923.
    • (2002) Proc. 7th Int. Conf. PPSN , vol.2439 , pp. 913-923
    • Handl, J.1    Meyer, B.2
  • 14
    • 84942113441 scopus 로고    scopus 로고
    • Clustering ensemble using swarm intelligence
    • Y. Yang and M. Kamel, "Clustering ensemble using swarm intelligence," in Proc. IEEE SIS, 2003, pp. 65-71.
    • (2003) Proc. IEEE SIS , pp. 65-71
    • Yang, Y.1    Kamel, M.2
  • 16
    • 23944438921 scopus 로고    scopus 로고
    • On the performance of antbased clustering
    • Amsterdam, The Netherlands: IOS Press
    • J. Handl, J. Knowles, and M. Dorigo, "On the performance of antbased clustering," in Design and Application of Hybrid Intelligent Systems vol. 104. Amsterdam, The Netherlands: IOS Press, 2003, pp. 204-213.
    • (2003) Design and Application of Hybrid Intelligent Systems , vol.104 , pp. 204-213
    • Handl, J.1    Knowles, J.2    Dorigo, M.3
  • 17
    • 23144460461 scopus 로고    scopus 로고
    • Strategies for the increased robustness of ant-based clustering
    • Berlin, Germany: Springer-Verlag
    • J. Handl, J. Knowles, and M. Dorigo, "Strategies for the increased robustness of ant-based clustering," in Self-Organising Applications: Issues, Challenges and Trends, vol. 2977. Berlin, Germany: Springer-Verlag, 2003, pp. 90-104.
    • (2003) Self-Organising Applications: Issues, Challenges and Trends , vol.2977 , pp. 90-104
    • Handl, J.1    Knowles, J.2    Dorigo, M.3
  • 18
    • 84931304578 scopus 로고    scopus 로고
    • Unsupervised image segmentation using a colony of cooperating ants
    • S. Ouadfel and M. Batouche, "Unsupervised image segmentation using a colony of cooperating ants," in Proc. 2nd Int. BMCV Workshop, 2002, vol. 2525, pp. 109-116.
    • (2002) Proc. 2nd Int. BMCV Workshop , vol.2525 , pp. 109-116
    • Ouadfel, S.1    Batouche, M.2
  • 19
    • 0041965980 scopus 로고    scopus 로고
    • Clusters ensembles - A knowledge reuse framework for combining multiple partitions
    • A. Strehl and J. Ghosh, "Clusters ensembles - A knowledge reuse framework for combining multiple partitions," J. Mach. Learn. Res. vol. 3, no. 3, pp. 583-617, 2002.
    • (2002) J. Mach. Learn. Res , vol.3 , Issue.3 , pp. 583-617
    • Strehl, A.1    Ghosh, J.2
  • 21
    • 8344280529 scopus 로고    scopus 로고
    • A new clustering algorithm based on the chemical recognition system of ants
    • N. Labroche, N. Monmarche, and G. Venturini, "A new clustering algorithm based on the chemical recognition system of ants," in Proc. Eur. Conf. Artif. Intell., 2002, pp. 345-349.
    • (2002) Proc. Eur. Conf. Artif. Intell , pp. 345-349
    • Labroche, N.1    Monmarche, N.2    Venturini, G.3
  • 22
    • 0032660692 scopus 로고    scopus 로고
    • Clustering with a genetically optimized approach
    • Jul
    • L. O. Hall, I. B. Özyurt, and J. C. Bezdek, "Clustering with a genetically optimized approach," IEEE Trans. Evol. Comput., vol. 3, no. 2, pp. 103-112, Jul. 1999.
    • (1999) IEEE Trans. Evol. Comput , vol.3 , Issue.2 , pp. 103-112
    • Hall, L.O.1    Özyurt, I.B.2    Bezdek, J.C.3
  • 23
    • 57849144858 scopus 로고
    • Optimization of clustering criteria by reformulation
    • May
    • R. J. Hathway and J. C. Bezdek, "Optimization of clustering criteria by reformulation," IEEE Trans. Fuzzy Syst., vol. 3, no. 2, pp. 241-245, May 1995.
    • (1995) IEEE Trans. Fuzzy Syst , vol.3 , Issue.2 , pp. 241-245
    • Hathway, R.J.1    Bezdek, J.C.2
  • 25
    • 23844528211 scopus 로고    scopus 로고
    • Cluster center initialization algorithm for K-means clustering
    • Aug
    • S. Khan and A. Ahmad, "Cluster center initialization algorithm for K-means clustering," Pattern Recognit. Lett., vol. 25, no. 11, pp. 1293-1302, Aug. 2004.
    • (2004) Pattern Recognit. Lett , vol.25 , Issue.11 , pp. 1293-1302
    • Khan, S.1    Ahmad, A.2
  • 26
    • 0033204902 scopus 로고    scopus 로고
    • An empirical comparison of four initialization methods for the k-means algorithm
    • Oct
    • J. Pena, J. Lozano, and P. Larranaga, "An empirical comparison of four initialization methods for the k-means algorithm," Pattern Recognit. Lett., vol. 20, no. 10, pp. 1027-1040, Oct. 1999.
    • (1999) Pattern Recognit. Lett , vol.20 , Issue.10 , pp. 1027-1040
    • Pena, J.1    Lozano, J.2    Larranaga, P.3
  • 27
    • 0022140354 scopus 로고
    • The plane with parallel coordinates
    • Dec
    • A. Inselberg, "The plane with parallel coordinates," Vis. Comput. vol. 1, no. 4, pp. 69-91, Dec. 1985.
    • (1985) Vis. Comput , vol.1 , Issue.4 , pp. 69-91
    • Inselberg, A.1
  • 28
    • 0037863138 scopus 로고    scopus 로고
    • Visualizing fuzzy points in parallel coordinates
    • Jun
    • M. Berthold and L. Hall, "Visualizing fuzzy points in parallel coordinates," IEEE Trans. Fuzzy Syst., vol. 11, no. 3, pp. 369-374, Jun. 2003.
    • (2003) IEEE Trans. Fuzzy Syst , vol.11 , Issue.3 , pp. 369-374
    • Berthold, M.1    Hall, L.2
  • 30
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy C-means model
    • Aug
    • N. Pal and J. Bezdek, "On cluster validity for the fuzzy C-means model," IEEE Trans. Fuzzy Syst., vol. 3, no. 3, pp. 370-379, Aug. 1995.
    • (1995) IEEE Trans. Fuzzy Syst , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.1    Bezdek, J.2
  • 31
    • 0026204245 scopus 로고
    • Validity measure for fuzzy clustering
    • Aug
    • X. Xie and G. Beni, "Validity measure for fuzzy clustering," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 8, pp. 841-847, Aug. 1991.
    • (1991) IEEE Trans. Pattern Anal. Mach. Intell , vol.13 , Issue.8 , pp. 841-847
    • Xie, X.1    Beni, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.