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Volumn 312, Issue , 2014, Pages 105-114

Topology preservation in fuzzy self-organizing maps

Author keywords

Fuzzy self organizing map; Map continuity; Relational data; Topology preservation

Indexed keywords


EID: 84958536862     PISSN: 14349922     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-319-03674-8_10     Document Type: Conference Paper
Times cited : (4)

References (15)
  • 1
    • 24944572401 scopus 로고    scopus 로고
    • Maps for the visualization of high-dimensional data spaces
    • Ultsch, A.: Maps for the visualization of high-dimensional data spaces. In: Proc. Workshop on Self organizing Maps (2003), http://www.informatik.uni- marburg.de/~databionics/papers/ultsch03maps.pdf
    • (2003) Proc. Workshop on Self Organizing Maps
    • Ultsch, A.1
  • 4
    • 38049059227 scopus 로고    scopus 로고
    • Relational topographic maps
    • In: Berthold, M.R., Shawe-Taylor, J., Lavrač, N. (eds.) LNCS, Springer, Heidelberg
    • Hasenfuss, A., Hammer, B.: Relational topographic maps. In: Berthold, M.R., Shawe-Taylor, J., Lavrač, N. (eds.) IDA 2007. LNCS, vol. 4723, pp. 93-105. Springer, Heidelberg (2007), http://www.springerlink.com/index/ D0664R20V2L83MX5.pdf
    • (2007) IDA 2007 , vol.4723 , pp. 93-105
    • Hasenfuss, A.1    Hammer, B.2
  • 5
    • 0344972929 scopus 로고    scopus 로고
    • WEBSOM - Self-organizing maps of document collections
    • Kaski, S., Honkela, T., Lagus, K., Kohonen, T.: WEBSOM - Self-organizing maps of document collections. Neurocomputing 21, 101-117 (1998)
    • (1998) Neurocomputing , vol.21 , pp. 101-117
    • Kaski, S.1    Honkela, T.2    Lagus, K.3    Kohonen, T.4
  • 6
    • 20444409097 scopus 로고    scopus 로고
    • A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm
    • Corsini, P., Lazzerini, B., Marcelloni, F.: A new fuzzy relational clustering algorithm based on the fuzzy C-means algorithm. Soft Computing 9, 439-447 (2004)
    • (2004) Soft Computing , vol.9 , pp. 439-447
    • Corsini, P.1    Lazzerini, B.2    Marcelloni, F.3
  • 9
    • 69649098419 scopus 로고    scopus 로고
    • Hybrid kohonen self organizing map for the uncertainty involved in overlapping clusters using simulated annealing
    • In: IEEE doi:10.1109/UKSIM.2009.28
    • Mohebi, E., Sap, M.N.M.: Hybrid Kohonen Self Organizing Map for the Uncertainty Involved in Overlapping Clusters Using Simulated Annealing. In: 2009 11th International Conference on Computer Modelling and Simulation, pp. 53-58. IEEE (2009), doi:10.1109/UKSIM.2009.28
    • (2009) 2009 11th International Conference on Computer Modelling and Simulation , pp. 53-58
    • Mohebi, E.1    Sap, M.N.M.2
  • 14
    • 0027808448 scopus 로고
    • An index of topological preservation and its application to selforganizing feature maps
    • In: Nagoya, Japan, IEEE
    • Bezdek, J.C., Pal, N.R.: An index of topological preservation and its application to selforganizing feature maps. In: Proceedings of 1993 International Conference on Neural Networks (IJCNN 1993), Nagoya, Japan, vol. 3, pp. 2435-2440. IEEE (1993)
    • (1993) Proceedings of 1993 International Conference on Neural Networks (IJCNN 1993) , vol.3 , pp. 2435-2440
    • Bezdek, J.C.1    Pal, N.R.2
  • 15
    • 84890307265 scopus 로고    scopus 로고
    • Clustering with SOM: U C
    • Ultsch, A.: Clustering with SOM: U C. In: Proc. Workshop on Self-Organizing Maps, pp. 75-82 (2005), http://www.citeulike.org/group/2572/ article/1304144
    • (2005) Proc. Workshop on Self-Organizing Maps , pp. 75-82
    • Ultsch, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.