메뉴 건너뛰기




Volumn 21, Issue 8, 2007, Pages 729-752

A non-parametric approach to simplicity clustering

Author keywords

[No Author keywords available]

Indexed keywords

DATA STRUCTURES; ENCODING (SYMBOLS); FEATURE EXTRACTION; INFORMATION THEORY; MATHEMATICAL TRANSFORMATIONS;

EID: 34648843374     PISSN: 08839514     EISSN: 10876545     Source Type: Journal    
DOI: 10.1080/08839510701526541     Document Type: Article
Times cited : (6)

References (67)
  • 2
    • 0000705894 scopus 로고
    • The adaptive nature of human categorization
    • Anderson, J. R. 1991. The adaptive nature of human categorization. Psychobgical Review 98:409-429.
    • (1991) Psychobgical Review , vol.98 , pp. 409-429
    • Anderson, J.R.1
  • 4
    • 0000167160 scopus 로고
    • A graph-theoretic approach to goodness-of-fit in complete-link hierarchical clustering
    • Baker, F. B. and L. J. Hubert. 1976. A graph-theoretic approach to goodness-of-fit in complete-link hierarchical clustering, journal of the American Statistical Association 71:870-878.
    • (1976) journal of the American Statistical Association , vol.71 , pp. 870-878
    • Baker, F.B.1    Hubert, L.J.2
  • 5
    • 0001345689 scopus 로고
    • A transfer algorithm for bob-hierarchical classification: Algorithm 133
    • Banfield, C. F. and S. Bassill. 1977. A transfer algorithm for bob-hierarchical classification: Algorithm 133. Applied Statistics 26:206-210.
    • (1977) Applied Statistics , vol.26 , pp. 206-210
    • Banfield, C.F.1    Bassill, S.2
  • 6
    • 0021109445 scopus 로고
    • Intelligence, guesswork, language
    • Barlow, H. B. 1983. Intelligence, guesswork, language. Altere 304:207-209.
    • (1983) Altere , vol.304 , pp. 207-209
    • Barlow, H.B.1
  • 8
    • 0010815660 scopus 로고
    • MDL and MML: Similarities and Differences
    • Tech Report 207, Department of Computer Science, Monash University
    • Baxter, R. and J. Oliver. 1994. MDL and MML: Similarities and Differences. Tech Report 207, Department of Computer Science, Monash University.
    • (1994)
    • Baxter, R.1    Oliver, J.2
  • 9
    • 0003158632 scopus 로고
    • On some significance tests in cluster analysis
    • Bock, H. H. 1985. On some significance tests in cluster analysis. Journal of Classification 2:77-108.
    • (1985) Journal of Classification , vol.2 , pp. 77-108
    • Bock, H.H.1
  • 10
    • 0031310164 scopus 로고    scopus 로고
    • Informativity and asymmetry in comparisons
    • Bowdle, B. F. and D. Centner. 1997. Informativity and asymmetry in comparisons. Cognitive Psychology 34:244-286.
    • (1997) Cognitive Psychology , vol.34 , pp. 244-286
    • Bowdle, B.F.1    Centner, D.2
  • 12
    • 0030256302 scopus 로고    scopus 로고
    • Distributional regularity and phonotactic constraints are useful for segmentation
    • Brent, M. R. and T. A. Cartwright. 1996. Distributional regularity and phonotactic constraints are useful for segmentation. Cognition. 61:93-125.
    • (1996) Cognition , vol.61 , pp. 93-125
    • Brent, M.R.1    Cartwright, T.A.2
  • 13
    • 0009055376 scopus 로고
    • Complexity optimized data clustering by competitive neural net works
    • Buhmann, J. and H. Kuhnel. 1993. Complexity optimized data clustering by competitive neural net works. Neural Computation 5:75-88.
    • (1993) Neural Computation , vol.5 , pp. 75-88
    • Buhmann, J.1    Kuhnel, H.2
  • 14
    • 0030191849 scopus 로고    scopus 로고
    • Reconciling simplicity and likelihood principles in perceptual organization
    • Chater, N. 1996. Reconciling simplicity and likelihood principles in perceptual organization. Psychological Review 103:566-591.
    • (1996) Psychological Review , vol.103 , pp. 566-591
    • Chater, N.1
  • 15
    • 0031279754 scopus 로고    scopus 로고
    • Simplicity and the mind
    • November
    • Chater, N. 1997. Simplicity and the mind. The Psychologist November, 1997:495-498.
    • (1997) The Psychologist , vol.1997 , pp. 495-498
    • Chater, N.1
  • 16
    • 0033260774 scopus 로고    scopus 로고
    • The search for simplicity: A fundamental cognitive principle?
    • Chater, N. 1999. The search for simplicity: A fundamental cognitive principle? Quarterly Journal of Experimental Psychology 52A:273-302.
    • (1999) Quarterly Journal of Experimental Psychology , vol.52 A , pp. 273-302
    • Chater, N.1
  • 17
    • 0346520817 scopus 로고    scopus 로고
    • Representational distortion, similarity and the universal law of generalization
    • University of Edinburgh
    • Chater, N. and U. Hahn. 1997. Representational distortion, similarity and the universal law of generalization. In Proceedings of the Similarity and Categorization Workshop 97, pages 31-36, University of Edinburgh.
    • (1997) Proceedings of the Similarity and Categorization Workshop 97 , pp. 31-36
    • Chater, N.1    Hahn, U.2
  • 18
    • 0002607026 scopus 로고
    • Bayesian Classification (AutoClass): Theory and results
    • eds. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, Menlo Park, CA: The AAAI Press
    • Cheeseman, P. and j. Stutz. 1995. Bayesian Classification (AutoClass): Theory and results. In: Advances in Knowledge Discovery and Data Mining, eds. Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, and Ramasamy Uthurusamy, Menlo Park, CA: The AAAI Press.
    • (1995) Advances in Knowledge Discovery and Data Mining
    • Cheeseman, P.1    Stutz, J.2
  • 20
    • 0003471560 scopus 로고
    • Advanced Combinatorics: The Art of Finite and Infinite Expansions
    • Reidel Publishing Company
    • Com tet, L. 1974. Advanced Combinatorics: The Art of Finite and Infinite Expansions. Dordrecht-Holland/Boston: Reidel Publishing Company.
    • (1974) Dordrecht-Holland/Boston
    • Com tet, L.1
  • 21
    • 84946645412 scopus 로고
    • Dimensions of color vision
    • Ekman, G. 1954. Dimensions of color vision, journal of Psychology 38:467-474.
    • (1954) journal of Psychology , vol.38 , pp. 467-474
    • Ekman, G.1
  • 23
    • 0343442766 scopus 로고
    • Knowledge acquisition via incremental conceptual clustering
    • Fisher, D. 1987. Knowledge acquisition via incremental conceptual clustering. Machine Learning 2: 139-172.
    • (1987) Machine Learning , vol.2 , pp. 139-172
    • Fisher, D.1
  • 24
    • 0029678997 scopus 로고    scopus 로고
    • Iterative optimization and simplification of hierarchical clusterings
    • Fisher, D. 1996. Iterative optimization and simplification of hierarchical clusterings. Journal of Artificial Intelligence 4:147-179.
    • (1996) Journal of Artificial Intelligence , vol.4 , pp. 147-179
    • Fisher, D.1
  • 25
    • 0024821262 scopus 로고
    • Six clustering algorithms applied to the WAIS-R: The problem of dissimilar cluster analysis
    • Fraboni, M. and D. Cooper. 1989. Six clustering algorithms applied to the WAIS-R: The problem of dissimilar cluster analysis. Journal of Clinical Psychology 45:932-935.
    • (1989) Journal of Clinical Psychology , vol.45 , pp. 932-935
    • Fraboni, M.1    Cooper, D.2
  • 28
    • 0028488224 scopus 로고
    • The role of similarity in categorization: Providing a groundwork
    • Goldstone, R. L. 1994. The role of similarity in categorization: Providing a groundwork. Cognition 52:125-157.
    • (1994) Cognition , vol.52 , pp. 125-157
    • Goldstone, R.L.1
  • 31
    • 7444251212 scopus 로고
    • Some extensions of Johnson's hierarchical clustering algorithms
    • Hubert, L. 1972. Some extensions of Johnson's hierarchical clustering algorithms. Psychometrika 37: 261-274.
    • (1972) Psychometrika , vol.37 , pp. 261-274
    • Hubert, L.1
  • 32
    • 77957178786 scopus 로고
    • The construction of hierarchic and nonhierarchic classifications
    • Jardine, N. and R. Sibson. 1968. The construction of hierarchic and nonhierarchic classifications. Computer journal 11:177-194.
    • (1968) Computer journal , vol.11 , pp. 177-194
    • Jardine, N.1    Sibson, R.2
  • 33
    • 0014129195 scopus 로고
    • Hierarchical clustering schemes
    • Johnson, S. C. 1967. Hierarchical clustering schemes. Psychometrika 32:241-254.
    • (1967) Psychometrika , vol.32 , pp. 241-254
    • Johnson, S.C.1
  • 35
    • 0015119126 scopus 로고
    • A perceptual coding language for percepnial and auditory patterns
    • Leeuwenberg, E. 1971. A perceptual coding language for percepnial and auditory patterns. American Journal of Psychology 84:307-349.
    • (1971) American Journal of Psychology , vol.84 , pp. 307-349
    • Leeuwenberg, E.1
  • 38
    • 0141530976 scopus 로고    scopus 로고
    • Category use and category learning
    • Markman, A. B. and B. H. Ross. 2003. Category use and category learning. Psychological Bulletin 129: 592-613.
    • (2003) Psychological Bulletin , vol.129 , pp. 592-613
    • Markman, A.B.1    Ross, B.H.2
  • 40
    • 34648867223 scopus 로고
    • Colour vision and colour blindness
    • eds. H. B. Barlow and J. D. Mollon, Cambridge: Cambridge University Press
    • Mollon, J. D. 1982. Colour vision and colour blindness. In: The Senses, eds. H. B. Barlow and J. D. Mollon, Cambridge: Cambridge University Press.
    • (1982) The Senses
    • Mollon, J.D.1
  • 42
    • 0024650761 scopus 로고
    • Further tests of an exemplar-similarity approach to relating identification and categorization
    • Nosofsky, R. M. 1989. Further tests of an exemplar-similarity approach to relating identification and categorization. Journal of Experimental Psychology: Perception and Psychophysics 45:279-290.
    • (1989) Journal of Experimental Psychology: Perception and Psychophysics , vol.45 , pp. 279-290
    • Nosofsky, R.M.1
  • 43
    • 11944262572 scopus 로고
    • Similarity scaling and cognitive process models
    • Nosofsky, R. M. 1992. Similarity scaling and cognitive process models. Annual Review of Psychology 43:25-53.
    • (1992) Annual Review of Psychology , vol.43 , pp. 25-53
    • Nosofsky, R.M.1
  • 44
    • 21644486908 scopus 로고    scopus 로고
    • The rules versus similarity distinction
    • Pothos, E. M. 2005. The rules versus similarity distinction. Behavioral & Brain Sciences 28:1-49.
    • (2005) Behavioral & Brain Sciences , vol.28 , pp. 1-49
    • Pothos, E.M.1
  • 45
    • 0036080372 scopus 로고    scopus 로고
    • A simplicity principle in unsupervised human categorization
    • Pothos, E. M. and N. Chater. 2002. A simplicity principle in unsupervised human categorization. Cognitive Science 26:303-343.
    • (2002) Cognitive Science , vol.26 , pp. 303-343
    • Pothos, E.M.1    Chater, N.2
  • 47
    • 0034659976 scopus 로고    scopus 로고
    • Symmetry, repetition, and figurai goodness: An investigation of the weight of evidence theory
    • Pothos, E. M. and R. Ward. 2000. Symmetry, repetition, and figurai goodness: An investigation of the weight of evidence theory. Cognition, 75:B65-B78.
    • (2000) Cognition , vol.75
    • Pothos, E.M.1    Ward, R.2
  • 49
    • 0024627518 scopus 로고
    • Inferring decision trees using the minimum description length principle
    • Quinlan, R.J. and R. L. Rivest. 1989. Inferring decision trees using the minimum description length principle. Information, and Computation, 80:227-248.
    • (1989) Information, and Computation , vol.80 , pp. 227-248
    • Quinlan, R.J.1    Rivest, R.L.2
  • 50
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen, J. 1978. Modeling by shortest data description. Automatica 14:465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 51
    • 0017776963 scopus 로고
    • Metric of color borders
    • Rodieck, R. W. 1977. Metric of color borders. Science 197:1195-1196.
    • (1977) Science , vol.197 , pp. 1195-1196
    • Rodieck, R.W.1
  • 52
    • 0242631621 scopus 로고
    • Family resemblances: Studies in the internal structure of categories
    • Rosch, E. and C. B. Mervis. 1975. Family resemblances: Studies in the internal structure of categories. Cognitive Psychology 7:573-605.
    • (1975) Cognitive Psychology , vol.7 , pp. 573-605
    • Rosch, E.1    Mervis, C.B.2
  • 53
    • 34248840954 scopus 로고
    • A modular neural network model of concept acquisition
    • Schyns, P. G. 1991. A modular neural network model of concept acquisition. Cognitive Science 15:461-508.
    • (1991) Cognitive Science , vol.15 , pp. 461-508
    • Schyns, P.G.1
  • 54
    • 0023223978 scopus 로고
    • Toward a universal law of generalization for psychological science
    • Shepard, R. N. 1987. Toward a universal law of generalization for psychological science. Science 237:1317-1323.
    • (1987) Science , vol.237 , pp. 1317-1323
    • Shepard, R.N.1
  • 55
    • 34648866076 scopus 로고    scopus 로고
    • Shillcock, R., G. Lindsey.J. Levy, and N. Chater. 1992. A phonologically motivated input representation for the modeling of auditory word perception in continuous speech. In Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society, ed. J. K. Kruschke, Erlbaum.
    • Shillcock, R., G. Lindsey.J. Levy, and N. Chater. 1992. A phonologically motivated input representation for the modeling of auditory word perception in continuous speech. In Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society, ed. J. K. Kruschke, Erlbaum.
  • 57
    • 4544279425 scopus 로고
    • A formal theory of inductive inference: Parts I and II
    • and
    • Solomonoff, R.J. 1964. A formal theory of inductive inference: Parts I and II. Information and Contrail: 1-22 and 224-254.
    • (1964) Information and Contrail
    • Solomonoff, R.J.1
  • 58
    • 0017996595 scopus 로고
    • Complexity-based induction systems: Comparisons and convergence theorems
    • Solomonoff, R. J. 1978. Complexity-based induction systems: Comparisons and convergence theorems. IEEE Transactions on Information Theory 24:422-432.
    • (1978) IEEE Transactions on Information Theory , vol.24 , pp. 422-432
    • Solomonoff, R.J.1
  • 60
    • 58149411184 scopus 로고
    • Features of similarity
    • Tversky, A. 1977 Features of similarity. Psychological Review 84:327-352.
    • (1977) Psychological Review , vol.84 , pp. 327-352
    • Tversky, A.1
  • 62
    • 0033877395 scopus 로고    scopus 로고
    • Minimum description length induction, Bayesianism, and Kolmogorov complexity
    • Vitanyi, P. M. B. and M. Li. 2000. Minimum description length induction, Bayesianism, and Kolmogorov complexity. IEEE Transactions in Information Theory 2:446-464.
    • (2000) IEEE Transactions in Information Theory , vol.2 , pp. 446-464
    • Vitanyi, P.M.B.1    Li, M.2
  • 65
    • 0000010254 scopus 로고
    • The discovery of segmentation in natural language
    • Wolf, J. G. 1977. The discovery of segmentation in natural language. British Journal of Psychology 67: 377-390.
    • (1977) British Journal of Psychology , vol.67 , pp. 377-390
    • Wolf, J.G.1
  • 66
    • 34648870242 scopus 로고    scopus 로고
    • Wolff, J. G. 1988. Learning syntax and meanings through optimization and distributional analysis. In: Categories and Processes in Language Acquisition, eds. Y. Levy, I. M, Schlesinger, and M. D. S. Braine, 179-215. Hillsdale, NJ: LEA.
    • Wolff, J. G. 1988. Learning syntax and meanings through optimization and distributional analysis. In: Categories and Processes in Language Acquisition, eds. Y. Levy, I. M, Schlesinger, and M. D. S. Braine, 179-215. Hillsdale, NJ: LEA.
  • 67
    • 0002449582 scopus 로고
    • Clustering data by melting
    • Wong, Y. 1993. Clustering data by melting. Neural Computation 5:89-104.
    • (1993) Neural Computation , vol.5 , pp. 89-104
    • Wong, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.