메뉴 건너뛰기




Volumn , Issue , 2007, Pages 45-58

Feature selection for self-organizing map

Author keywords

Clustering; Selection of variables; SOM

Indexed keywords

CHLORINE COMPOUNDS; CLUSTERING ALGORITHMS; CONFORMAL MAPPING; DATABASE SYSTEMS; HEURISTIC ALGORITHMS; HEURISTIC METHODS; HEURISTIC PROGRAMMING; INFORMATION TECHNOLOGY; LEARNING ALGORITHMS; LEARNING SYSTEMS; MAPS; SELF ORGANIZING MAPS; TECHNOLOGY;

EID: 48349099273     PISSN: 13301012     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITI.2007.4283742     Document Type: Conference Paper
Times cited : (13)

References (16)
  • 1
    • 0041908403 scopus 로고    scopus 로고
    • Systèmes d'apprentissage connexionnistes, sélection de variables
    • Bennani,Y . " Systèmes d'apprentissage connexionnistes, sélection de variables". Revue d'intelligence artificielle. Volume 15 - no 3-4/2001.
    • (2001) Revue d'intelligence artificielle , vol.15 , Issue.3-4
    • Bennani, Y.1
  • 2
    • 0003408496 scopus 로고    scopus 로고
    • UCI repository of machine learning databases
    • Technical report. University of California, Department of information and Computer science, Irvine, CA, available at
    • Blake, C.L and Merz, C.MJ. "UCI repository of machine learning databases". Technical report. University of California, Department of information and Computer science, Irvine, CA, 1998. available at: ftp://ftp.ics.uci.edu/pub/machine-learning-databases/
    • (1998)
    • Blake, C.L.1    Merz, C.M.2
  • 3
    • 0035534927 scopus 로고    scopus 로고
    • A variable-selection heuristic for k-means clustering
    • Brusco, M.J, and Cradit, J.D. "A variable-selection heuristic for k-means clustering". Psychometrika - Vol 66 No2, 2001, 249-270.
    • (2001) Psychometrika , vol.66 , Issue.NO2 , pp. 249-270
    • Brusco, M.J.1    Cradit, J.D.2
  • 6
    • 0022848955 scopus 로고
    • Feature selection and extraction
    • Eds. T. Y. Young, K.S. Fu, Academic Press, pp
    • Kittler, J. "Feature selection and extraction". In Handbook of Pattern Recognition and Image Processing, Eds. T. Y. Young, K.S. Fu, Academic Press, pp. 59-83, 1986.
    • (1986) Handbook of Pattern Recognition and Image Processing , pp. 59-83
    • Kittler, J.1
  • 7
    • 30944432347 scopus 로고    scopus 로고
    • Unsupervised class discovery and feature selection using an improved hierarchical dynamic Self-Organizing Map
    • April
    • Koggalage, R, Halgamuge, S and Hsu, A.L.C. "Unsupervised class discovery and feature selection using an improved hierarchical dynamic Self-Organizing Map". Neural Information Processing - Letters and Reviews Vol. 3, No. 1, April 2004.
    • (2004) Neural Information Processing - Letters and Reviews , vol.3 , Issue.1
    • Koggalage, R.1    Halgamuge, S.2    Hsu, A.L.C.3
  • 8
    • 0003209045 scopus 로고
    • Self-Organizing Maps
    • Springer, Berlin, Heidelberg, New York, Third Extended Edition, 501 pages. ISBN 3-540-67921-9, ISSN 0720-678X. 2001
    • Kohonen, T. "Self-Organizing Maps". Series in Information Sciences, Vol. 30, Springer, Berlin, Heidelberg, New York, 1995, 1997, 2001. Third Extended Edition, 501 pages. ISBN 3-540-67921-9, ISSN 0720-678X.
    • (1995) Series in Information Sciences , vol.30
    • Kohonen, T.1
  • 10
    • 25144503936 scopus 로고    scopus 로고
    • An incremental hierarchical clustering
    • Trois rivières, Canada
    • Ribert, A Ennaji, A and Lecourtier, Y. "An incremental hierarchical clustering". Vision interface 99, Trois rivières, Canada, 1999.
    • (1999) Vision interface , vol.99
    • Ribert, A.1    Ennaji, A.2    Lecourtier, Y.3
  • 11
    • 48349090268 scopus 로고    scopus 로고
    • Vesanto, J, Himberg,J, Alhoniemi, E, and Parhankangas, J. SOM ToolboxTeam. Helsinki University of Technology. P.O.Box 5400, FIN-02015 HUT, FINLAND. http://www.cis.hut.fi/projects/somtoolbox/.
    • Vesanto, J, Himberg,J, Alhoniemi, E, and Parhankangas, J. "SOM ToolboxTeam". Helsinki University of Technology. P.O.Box 5400, FIN-02015 HUT, FINLAND. http://www.cis.hut.fi/projects/somtoolbox/.
  • 12
    • 0034304802 scopus 로고    scopus 로고
    • Feature selection and architecture optimization in connectionist systems
    • Yacoub, Y and Bennani, Y. Feature selection and architecture optimization in connectionist systems. International journal of Neural Systems , Vol 10, 5, (2000), 379-395.
    • (2000) International journal of Neural Systems , vol.10 , Issue.5 , pp. 379-395
    • Yacoub, Y.1    Bennani, Y.2
  • 13
    • 47349132601 scopus 로고    scopus 로고
    • S. Guérif and Y. Bennani. Selection of Clusters Number and Features Subset During a Two-Levels Clustering Task. in Artificial Intelligence and Soft Computing. August 28-30, 2006, Palma de Mallorca, Spain
    • S. Guérif and Y. Bennani. Selection of Clusters Number and Features Subset During a Two-Levels Clustering Task. in Artificial Intelligence and Soft Computing. August 28-30, 2006, Palma de Mallorca, Spain
  • 14
    • 48349118814 scopus 로고    scopus 로고
    • Volker.R and Tilman.L. FeatureSelection in Clustering Problems. Advances in Neural Information Processing Systems 16, Edit. Sebastian Thrun and Lawrence Saul and Bernhard. MIT Press. Cambridge, MA. 2003.
    • Volker.R and Tilman.L. FeatureSelection in Clustering Problems. Advances in Neural Information Processing Systems 16, Edit. Sebastian Thrun and Lawrence Saul and Bernhard. MIT Press. Cambridge, MA. 2003.
  • 15
    • 48349102342 scopus 로고    scopus 로고
    • Cheeseman. P, Kelly. J, Self. M, Stutz. J, Taylor. W and Freeman. D. Autoclass: A Bayesian classification system. Proceeding of the Fifth International Workshop on Machine learning . pp 54-64. Ann Abor, MI: Morgan Kaufmann, 1988.
    • Cheeseman. P, Kelly. J, Self. M, Stutz. J, Taylor. W and Freeman. D. Autoclass: A Bayesian classification system. Proceeding of the Fifth International Workshop on Machine learning . pp 54-64. Ann Abor, MI: Morgan Kaufmann, 1988.
  • 16
    • 0029678997 scopus 로고    scopus 로고
    • Iterative optimization and simplification of hierarchical clustering
    • Fisher. D. Iterative optimization and simplification of hierarchical clustering. Journal of Artificial Intelligence Research, 4, 147-179.
    • Journal of Artificial Intelligence Research , vol.4 , pp. 147-179
    • Fisher, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.