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Volumn 3757 LNCS, Issue , 2005, Pages 34-45

Optimizing the Cauchy-Schwarz PDF distance for information theoretic, non-parametric clustering

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; DATA REDUCTION; INFORMATION ANALYSIS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; PARAMETER ESTIMATION; PROBABILITY DENSITY FUNCTION; RANDOM PROCESSES;

EID: 33646557981     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11585978_3     Document Type: Conference Paper
Times cited : (42)

References (16)
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    • Data clustering by markovian relaxation and the information bottleneck method
    • MIT Press, Cambridge
    • N. Tishby and N. Slonim, "Data Clustering by Markovian Relaxation and the Information Bottleneck Method," in Advances in Neural Information Processing Systems, 13, MIT Press, Cambridge, 2001, pp. 640-646.
    • (2001) Advances in Neural Information Processing Systems , vol.13 , pp. 640-646
    • Tishby, N.1    Slonim, N.2
  • 8
    • 0000986833 scopus 로고    scopus 로고
    • Information theoretic learning
    • S. Haykin (Ed.), John Wiley & Sons, New York, Chapter 7
    • J. Principe, D. Xu, and J. Fisher, "Information Theoretic Learning," in Unsupervised Adaptive Filtering, S. Haykin (Ed.), John Wiley & Sons, New York, 2000, vol. I, Chapter 7.
    • (2000) Unsupervised Adaptive Filtering , vol.1
    • Principe, J.1    Xu, D.2    Fisher, J.3
  • 9
    • 0001473437 scopus 로고
    • On the estimation of a probability density function and the mode
    • E. Parzen, "On the Estimation of a Probability Density Function and the Mode," The Annals of Mathematical Statistics, vol. 32, pp. 1065-1076, 1962.
    • (1962) The Annals of Mathematical Statistics , vol.32 , pp. 1065-1076
    • Parzen, E.1
  • 11
    • 34250115918 scopus 로고
    • An examination of procedures for determining the number of clusters in a data set
    • G. W. Milligan and M. G. Cooper, "An Examination of Procedures for Determining the Number of Clusters in a Data Set," Phychometrica, pp. 159-179, 1985.
    • (1985) Phychometrica , pp. 159-179
    • Milligan, G.W.1    Cooper, M.G.2
  • 14
    • 0002039637 scopus 로고
    • Cancer diagnosis via linear programming
    • O.L Mangasarian and W. H. Wolberg, "Cancer Diagnosis via Linear Programming," SIAM News, vol. 5, pp. 1-18, 1990.
    • (1990) SIAM News , vol.5 , pp. 1-18
    • Mangasarian, O.L.1    Wolberg, W.H.2
  • 16
    • 84898948849 scopus 로고    scopus 로고
    • The Laplacian PDF distance: A cost function for clustering in a kernel feature space
    • MIT Press, Cambridge
    • R. Jenssen, D. Erdogmus, J. C. Principe, and T. Eltoft, "The Laplacian PDF Distance: A Cost Function for Clustering in a Kernel Feature Space," in Advances in Neural Information Processing Systems 17, MIT Press, Cambridge, 2005, pp. 625-632.
    • (2005) Advances in Neural Information Processing Systems , vol.17 , pp. 625-632
    • Jenssen, R.1    Erdogmus, D.2    Principe, J.C.3    Eltoft, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.