메뉴 건너뛰기




Volumn 39, Issue 7, 2006, Pages 1278-1289

An aggregated clustering approach using multi-ant colonies algorithms

Author keywords

Aggregated clustering; Ant algorithm; Clustering; Multi ant colonies

Indexed keywords

AGGREGATES; GRAPH THEORY; MATHEMATICAL MODELS; MATRIX ALGEBRA; PROBABILITY;

EID: 33646087885     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2006.02.012     Document Type: Article
Times cited : (83)

References (28)
  • 2
    • 0031122887 scopus 로고    scopus 로고
    • Ant colony system: a cooperative learning approach to the traveling salesman problem
    • Dorigo M., and Gambardella L.M. Ant colony system: a cooperative learning approach to the traveling salesman problem. IEEE Trans. Evolut. Comput. 1 (1997) 53-66
    • (1997) IEEE Trans. Evolut. Comput. , vol.1 , pp. 53-66
    • Dorigo, M.1    Gambardella, L.M.2
  • 4
    • 0033312934 scopus 로고    scopus 로고
    • The ant system applied to the quadratic assignment problem
    • Maniezzo V., and Colrni A. The ant system applied to the quadratic assignment problem. IEEE Trans. Knowledge Data Eng. 11 (1999) 769-778
    • (1999) IEEE Trans. Knowledge Data Eng. , vol.11 , pp. 769-778
    • Maniezzo, V.1    Colrni, A.2
  • 6
    • 0000873984 scopus 로고    scopus 로고
    • AntNet: distributed stigmergic control for communication networks
    • Caro G.D., and Dorigo M. AntNet: distributed stigmergic control for communication networks. J. Artif. Intell. Res. 9 (1998) 317-355
    • (1998) J. Artif. Intell. Res. , vol.9 , pp. 317-355
    • Caro, G.D.1    Dorigo, M.2
  • 7
    • 0030704169 scopus 로고    scopus 로고
    • Task modeling in collective robotics
    • Cube C.R., and Zhang H. Task modeling in collective robotics. Auton Robots 4 (1997) 53-72
    • (1997) Auton Robots , vol.4 , pp. 53-72
    • Cube, C.R.1    Zhang, H.2
  • 9
    • 33646114238 scopus 로고    scopus 로고
    • E. Lumer, B. Faieta, Diversity and adaptation in populations of clustering ants, in: Proceedings of the Third International Conference on Simulation of Adaptive Behavior: From Animals to Animals, vol. 3, MIT Press, Cambridge, MA, 1994, pp.499-508.
  • 10
    • 84964452116 scopus 로고    scopus 로고
    • B. Wu, Z. Shi, A clustering algorithm based on swarm intelligence, in: Proceedings of the IEEE International Conferences on Info-tech & Info-net, Beijing, China, 2001, pp.58-66.
  • 11
    • 33646104613 scopus 로고    scopus 로고
    • J. Handl, B. Meyer, Improved ant-based clustering and sorting in a document retrieval interface. in: J.J.M. Guervos et al., (eds.), Parallel Problem Solving from Nature-PPSN VII, Seventh International Conference, Granada, Spain, 2002 [Online]. Available: http://wwwcip.informatik.uni-erlangen.de/~sijuhand/HandlMeyerPPSN2002.pdf.
  • 12
    • 33646086191 scopus 로고    scopus 로고
    • V. Ramos, J.J. Merelo, Self-organized stigmergic document maps: environment as a mechanism for context learning, in: E. Alba, F. Herrera, J.J. Merelo et al. (Eds.), AEB'2002-First Spanish Conference on Evolutionary and Bio-Inspired Algorithms, Centro Univ. de Mérida, Mérida, Spain, February 2002, pp. 284-293.
  • 13
    • 33646102630 scopus 로고    scopus 로고
    • N. Monmarché, M. Slimane, G. Venturini, Antclass: discovery of clusters in numeric data by a hybridization of an ant colony with the k-means algorithm. Internal Report No. 213, Laboratoire d'Informatique de l'Université de Tours, E3i Tours, 1999 [Online]. Available: http://www.antsearch.univ-tours.fr/publi/MonSliVen99b.pdf
  • 14
    • 84860697293 scopus 로고    scopus 로고
    • B. Wu, Y. Zheng, S. Liu, Z. Shi, CSIM: a document clustering algorithm based on swarm intelligence, IEEE World Congress on Computational Intelligence, Hawaiian, 2002, pp. 477-482.
  • 15
    • 84942113441 scopus 로고    scopus 로고
    • Y. Yang, M. Kamel, Clustering ensemble using swarm intelligence, IEEE Swarm Intelligence Symposium, Indianapolis, USA, April, 2003, pp. 65-71.
  • 16
    • 0000372652 scopus 로고    scopus 로고
    • An ant system for the shortest common supersequence problem
    • Corne D., Dorigo M., and Glover F. (Eds), New York, McGraw-Hill
    • Michels R., and Middendorf M. An ant system for the shortest common supersequence problem. In: Corne D., Dorigo M., and Glover F. (Eds). New Ideas in Optimization (1999), New York, McGraw-Hill 51-61
    • (1999) New Ideas in Optimization , pp. 51-61
    • Michels, R.1    Middendorf, M.2
  • 18
    • 84957661985 scopus 로고    scopus 로고
    • E. Talbi, O. Roux, C. Fonlupt, D. Robillard, Parallel ant colonies for combinatorial optimization problems, in: J. Rolim et al. (Eds.), Parallel and Distributed Processing, vol. 11, IPPS/SPDP'99 Workshops, Lecture Notes in Computer Science, vol. 1586, Springer, Berlin, 1999, pp. 239-247.
  • 19
    • 0033892517 scopus 로고    scopus 로고
    • Multiple ant colonies algorithm based on colony level interactions
    • Kawamura H., and Yamamoto M. Multiple ant colonies algorithm based on colony level interactions. IEICE Trans. Fund. E83-A 2 (2000) 371-379
    • (2000) IEICE Trans. Fund. , vol.E83-A , Issue.2 , pp. 371-379
    • Kawamura, H.1    Yamamoto, M.2
  • 20
    • 0036931833 scopus 로고    scopus 로고
    • A. Strehl, J. Ghosh, Cluster ensembles-a knowledge reuse framework for combining partitionings. in: Proceedings of the Conference on Artificial Intelligence (AAAI 2002), AAAI/MIT Press, July 2002, pp. 93-98.
  • 21
    • 35248893423 scopus 로고    scopus 로고
    • H. Ayad, M. Kamel, Finding natural clusters using multi-clusterer combiner based on shared nearest neighbors, in: Fourth International Workshop on Multiple Classifier Systems (MCS 2003), Lecture Notes in Computer Science, vol. 2709, Springer, Berlin, 2003.
  • 22
    • 33646113332 scopus 로고    scopus 로고
    • P.M. Murpy, D.W. Aha, UCI repository of machine learning databases. University of California, Irvine, CA, 1994. [Online]. Available: http://www.ics.uci.edu/mlearn/MLRepository.html.
  • 23
    • 33646106041 scopus 로고    scopus 로고
    • [Online]. Available: http://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html.
  • 24
    • 24144495259 scopus 로고    scopus 로고
    • Y. Yang, M. Kamel, F. Jin, Topic discovery from document using ant-based clustering combination, in: Web Technologies Research and Development-APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, Lecture Notes in Computer Science, vol. 3399, Springer, UK, 2005, pp. 100-108.
  • 27
    • 2542614919 scopus 로고    scopus 로고
    • On quantitative evaluation of clustering systems
    • Wu W., Xiong H., and Shekhar S. (Eds), Kluwer, Boston, MA
    • He J., Tan A., Tan C., and Sung S. On quantitative evaluation of clustering systems. In: Wu W., Xiong H., and Shekhar S. (Eds). Information Retrieval and Clustering (2003), Kluwer, Boston, MA
    • (2003) Information Retrieval and Clustering
    • He, J.1    Tan, A.2    Tan, C.3    Sung, S.4
  • 28
    • 33646078531 scopus 로고    scopus 로고
    • M. Halkidi, M. Vazirgiannis, Y. Batistakis, Quality scheme assessment in the clustering process, in: Proceedings of the Fourth European Conference Principles and Practice of Knowledge Discovery in Databases (PKDD), 2000, pp.165-276.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.