메뉴 건너뛰기




Volumn 15, Issue 8, 1993, Pages 785-794

Constrained Clustering as an Optimization Method

Author keywords

Annealing; clustering; maximum entropy; neural networks; nonconvex optimization; self organization

Indexed keywords

CONSTRAINT THEORY; IMAGE PROCESSING; OPTIMIZATION;

EID: 0027649303     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.236251     Document Type: Article
Times cited : (122)

References (28)
  • 1
    • 0014060964 scopus 로고
    • A clustering technique for summarizing multivariate data
    • G. Ball and D. Hall, “A clustering technique for summarizing multivariate data,” Behavioral Sci., vol. 12, pp. 153–155, 1967.
    • (1967) Behavioral Sci , vol.12 , pp. 153-155
    • Ball, G.1    Hall, D.2
  • 2
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • J. C. Dunn, “A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters,” J. Cybern., vol. 3, pp. 32–57, 1974.
    • (1974) J. Cybern , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 3
    • 0018918224 scopus 로고
    • A convergence theorem for the fuzzy ISODATA clustering algorithms
    • J. C. Bezdek, “A convergence theorem for the fuzzy ISODATA clustering algorithms,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-2, pp. 1–8, 1980.
    • (1980) IEEE Trans. Patt. Anal. Machine Intell , vol.PAMI-2 , pp. 1-8
    • Bezdek, J.C.1
  • 4
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • Y. Linde, A. Buzo, and R. M. Gray, “An algorithm for vector quantizer design,” IEEE Trans. Commun., vol. COM-28, pp. 84–95, 1980.
    • (1980) IEEE Trans. Commun , vol.COM-28 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.M.3
  • 8
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, “Optimization by simulated annealing,” Sci., vol. 220, pp. 671–680, 1983.
    • (1983) Sci , vol.220 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 9
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-6, pp. 721–741, 1984.
    • (1984) IEEE Trans. Patt. Anal. Machine Intell , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 12
    • 0000389568 scopus 로고
    • Statistical mechanics and phase transitions in clustering
    • K. Rose, E. Gurewitz, and G. C. Fox, “Statistical mechanics and phase transitions in clustering,” Phys. Rev. Lett., vol. 65, pp. 945–948, 1990.
    • (1990) Phys. Rev. Lett , vol.65 , pp. 945-948
    • Rose, K.1    Gurewitz, E.2    Fox, G.C.3
  • 13
    • 84899025015 scopus 로고
    • Vector quantization by deterministic annealing
    • July
    • K. Rose, E. Gurewitz, and G. C. Fox, “Vector quantization by deterministic annealing,” IEEE Trans. Inform. Theory, vol. 38, no. 4, pp. 1249–1257, July 1992.
    • (1992) IEEE Trans. Inform. Theory , vol.38 , Issue.4 , pp. 1249-1257
    • Rose, K.1    Gurewitz, E.2    Fox, G.C.3
  • 14
    • 0043054809 scopus 로고
    • Information theory and statistical mechanics
    • (R. D. Rosenkrantz, Ed.). Dordrecht, The Netherlands: Kluwer
    • E. T. Jaynes, “Information theory and statistical mechanics,” in Papers on Probability, Statistics and Statistical Physics (R. D. Rosenkrantz, Ed.). Dordrecht, The Netherlands: Kluwer, 1989.
    • (1989) Papers on Probability, Statistics and Statistical Physics
    • Jaynes, E.T.1
  • 16
    • 0023657610 scopus 로고
    • An analogue approach to the travelling salesman problem using an elastic net method
    • R. Durbin and D. Willshaw, “An analogue approach to the travelling salesman problem using an elastic net method,” Nature, vol. 326, pp. 689–691, 1987.
    • (1987) Nature , vol.326 , pp. 689-691
    • Durbin, R.1    Willshaw, D.2
  • 18
    • 0000155356 scopus 로고
    • An analysis of the elastic net approach to the travelling salesman problem
    • R. Durbin, R. Szeliski, and A. Yuille, “An analysis of the elastic net approach to the travelling salesman problem,” Neural Comput., vol. 1, 348–358, 1989.
    • (1989) Neural Comput , vol.1 , pp. 348-358
    • Durbin, R.1    Szeliski, R.2    Yuille, A.3
  • 19
    • 0002595644 scopus 로고
    • Generalized deformable models, statistical physics, and matching problems
    • A. L. Yuille, “Generalized deformable models, statistical physics, and matching problems,” Neural Comput., vol. 2, pp. 1–24, 1990.
    • (1990) Neural Comput , vol.2 , pp. 1-24
    • Yuille, A.L.1
  • 20
    • 36149034729 scopus 로고
    • Statistical mechanics as the underlying theory of elastic and neural optimization
    • P. D. Simic, “Statistical mechanics as the underlying theory of elastic and neural optimization,” Network, vol. 1, 89–103, 1990.
    • (1990) Network , vol.1 , pp. 89-103
    • Simic, P.D.1
  • 21
    • 0011844474 scopus 로고
    • Nonlinear optimization using generalized Hopfield networks
    • A. G. Tsirukis, G. V. Reklaitis, and M. F. Tenorio, “Nonlinear optimization using generalized Hopfield networks,” Neural Comput., vol. 1, pp. 511–521, 1989.
    • (1989) Neural Comput , vol.1 , pp. 511-521
    • Tsirukis, A.G.1    Reklaitis, G.V.2    Tenorio, M.F.3
  • 23
    • 0017120827 scopus 로고
    • Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors
    • S. Grossberg, “Adaptive pattern classification and universal recoding: I. Parallel development and coding of neural feature detectors,” Biolog. Cybern., vol. 23, pp. 121–134, 1976.
    • (1976) Biolog. Cybern , vol.23 , pp. 121-134
    • Grossberg, S.1
  • 24
    • 0017083148 scopus 로고
    • Adaptive pattern classification and universal recoding: II. Feedback, expectation, olfaction, illusions
    • S. Grossberg, “Adaptive pattern classification and universal recoding: II. Feedback, expectation, olfaction, illusions,” Biolog. Cybern., vol. 23, pp. 187–202, 1976.
    • (1976) Biolog. Cybern , vol.23 , pp. 187-202
    • Grossberg, S.1
  • 25
    • 0002656190 scopus 로고
    • Feature discovery by competitive learning
    • D. E. Rumelhart and D. Zipser, “Feature discovery by competitive learning,” Cognitive Sci., vol. 9, pp. 75–112, 1985.
    • (1985) Cognitive Sci , vol.9 , pp. 75-112
    • Rumelhart, D.E.1    Zipser, D.2
  • 26
    • 5244352553 scopus 로고
    • Competitive learning: From interactive activation to adaptive resonance
    • S. Grossberg, “Competitive learning: From interactive activation to adaptive resonance,” Cognitive Sci., vol. 11, pp. 23–63, 1987.
    • (1987) Cognitive Sci , vol.11 , pp. 23-63
    • Grossberg, S.1
  • 27
    • 0001659837 scopus 로고
    • Gradient algorithms for designing predictive vector quantizers
    • P. -C. Chang and R. M. Gray, “Gradient algorithms for designing predictive vector quantizers,” IEEE Trans. Acoustics Speech Signal Processing, vol. ASSP-34, pp. 679–690, 1986.
    • (1986) IEEE Trans. Acoustics Speech Signal Processing , vol.ASSP-34 , pp. 679-690
    • Chang, P.-C.1    Gray, R.M.2
  • 28
    • 0025014537 scopus 로고
    • A dimension reduction framework for understanding cortical maps
    • R. Durbin and G. Mitchison, “A dimension reduction framework for understanding cortical maps,” Nature, vol. 343, pp. 644–647, 1990.
    • (1990) Nature , vol.343 , pp. 644-647
    • Durbin, R.1    Mitchison, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.