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Volumn 29, Issue 3, 2012, Pages 297-320

Lowdimensional Additive Overlapping Clustering

Author keywords

Additive overlapping clustering; Alternating least squares algorithm; Dimensional reduction; Object by variable data; Two way two mode data

Indexed keywords


EID: 84866463432     PISSN: 01764268     EISSN: 14321343     Source Type: Journal    
DOI: 10.1007/s00357-012-9112-5     Document Type: Article
Times cited : (8)

References (39)
  • 1
    • 0001497505 scopus 로고
    • Estimating Linear Restrictions on Regression Coefficients for Multivariate Normal Distributions
    • ANDERSON, T. (1951), "Estimating Linear Restrictions on Regression Coefficients for Multivariate Normal Distributions," The Annals of Mathematical Statistics 22, 327-351.
    • (1951) The Annals of Mathematical Statistics , vol.22 , pp. 327-351
    • Anderson, T.1
  • 2
    • 0001941306 scopus 로고
    • Cluster Analysis in Marketing Research
    • ed. R. Bagozzi, Oxford: Blackwell
    • ARABIE, P., and HUBERT, L. (1994), "Cluster Analysis in Marketing Research," in Handbook of Marketing Research, ed. R. Bagozzi, Oxford: Blackwell, pp. 160-189.
    • (1994) Handbook of Marketing Research , pp. 160-189
    • Arabie, P.1    Hubert, L.2
  • 3
    • 0024697035 scopus 로고
    • Frustration-aggression Hypothesis: Examination and Reformulation
    • BERKOWITZ, L. (1989), "Frustration-aggression Hypothesis: Examination and Reformulation," Psychological Bulletin 106, 59-73.
    • (1989) Psychological Bulletin , vol.106 , pp. 59-73
    • Berkowitz, L.1
  • 5
    • 0001347044 scopus 로고
    • A General Approach to Clustering and Multidimensional Scaling of Two-way, Three-way or Higher-way Data
    • eds. D. R. Luce, M. D'Zmura, D. Hoffman, G. J. Iverson, and K. A. Romney, Mahwah, New Jersey: Lawrence Erlbaum Associates
    • CARROLL, J. D., and CHATURVEDI, A. (1995), "A General Approach to Clustering and Multidimensional Scaling of Two-way, Three-way or Higher-way Data," in Geometric Representations of Perceptual Phenomena: Papers in honor of Tarow Indow on his 70th birthday, eds. D. R. Luce, M. D'Zmura, D. Hoffman, G. J. Iverson, and K. A. Romney, Mahwah, New Jersey: Lawrence Erlbaum Associates, pp. 295-318.
    • (1995) Geometric Representations of Perceptual Phenomena: Papers in honor of Tarow Indow on his 70th birthday , pp. 295-318
    • Carroll, J.D.1    Chaturvedi, A.2
  • 6
    • 0002979498 scopus 로고
    • TheMeaning and Strategic Use of Factor Analysis
    • ed. R. B. Cattell, Chicago: Rand McNally
    • CATTELL, R. B. (1966), "TheMeaning and Strategic Use of Factor Analysis," in Handbook of Multivariate Experimental Psychology, ed. R. B. Cattell, Chicago: Rand McNally, pp. 174-243.
    • (1966) Handbook of Multivariate Experimental Psychology , pp. 174-243
    • Cattell, R.B.1
  • 7
    • 33745135758 scopus 로고    scopus 로고
    • Selecting Among Three-mode Principal Component Models of Different Types and Complexities: A Numerical Convex Hull Based Method
    • CEULEMANS, E., and KIERS, H. A. L. (2006), "Selecting Among Three-mode Principal Component Models of Different Types and Complexities: A Numerical Convex Hull Based Method," British Journal of Mathematical and Statistical Psychology 59, 133-150.
    • (2006) British Journal of Mathematical and Statistical Psychology , vol.59 , pp. 133-150
    • Ceulemans, E.1    Kiers, H.A.L.2
  • 9
    • 28844440955 scopus 로고    scopus 로고
    • Hierarchical Classes Models for Three-way Three-mode Binary Data: Interrelations and Model Selection
    • CEULEMANS, E., and VAN MECHELEN, I. (2005), "Hierarchical Classes Models for Three-way Three-mode Binary Data: Interrelations and Model Selection," Psychometrika 70, 461-480.
    • (2005) Psychometrika , vol.70 , pp. 461-480
    • Ceulemans, E.1    van Mechelen, I.2
  • 10
    • 12344266722 scopus 로고    scopus 로고
    • Tucker2 Hierarchical Classes Analysis
    • CEULEMANS, E., and VAN MECHELEN, I. (2004), "Tucker2 Hierarchical Classes Analysis," Psychometrika 69, 375-399.
    • (2004) Psychometrika , vol.69 , pp. 375-399
    • Ceulemans, E.1    van Mechelen, I.2
  • 11
    • 36448991544 scopus 로고    scopus 로고
    • The Local Minima Problem in Hierarchical Classes Analysis: An Evaluation of a Simulated Annealing Algorithm and Various Multistart Procedures
    • CEULEMANS, E., VAN MECHELEN, I., and LEENEN, I. (2007), "The Local Minima Problem in Hierarchical Classes Analysis: An Evaluation of a Simulated Annealing Algorithm and Various Multistart Procedures," Psychometrika 72, 377-391.
    • (2007) Psychometrika , vol.72 , pp. 377-391
    • Ceulemans, E.1    van Mechelen, I.2    Leenen, I.3
  • 13
    • 0020998698 scopus 로고
    • On Using Principal Components Before Separating a Mixture of Two Multivariate Normal Distributions
    • CHANG, W.-C. (1983), "On Using Principal Components Before Separating a Mixture of Two Multivariate Normal Distributions," Applied Statistics 32, 267-275.
    • (1983) Applied Statistics , vol.32 , pp. 267-275
    • Chang, W.-C.1
  • 14
    • 21844501665 scopus 로고
    • An Alternating Combinatorial Optimization Approach to Fitting the INDCLUS and Generalized INDCLUS Models
    • CHATURVEDI, A., and CARROLL, J. D. (1994), "An Alternating Combinatorial Optimization Approach to Fitting the INDCLUS and Generalized INDCLUS Models," Journal of Classification 11, 155-170.
    • (1994) Journal of Classification , vol.11 , pp. 155-170
    • Chaturvedi, A.1    Carroll, J.D.2
  • 17
    • 0004408560 scopus 로고
    • K-means Clustering an a Low-dimensional Euclidean Space
    • eds. E. Diday, Y. Lechevallier, M. Schader, P. Bertrand, and B. Burtschy, Berlin, Germany: Springer-Verlag
    • DE SOETE, G., and CARROLL, J. D. (1994), "K-means Clustering an a Low-dimensional Euclidean Space," in New Approaches in Classification and Data Analysis, eds. E. Diday, Y. Lechevallier, M. Schader, P. Bertrand, and B. Burtschy, Berlin, Germany: Springer-Verlag, pp. 212-219.
    • (1994) New Approaches in Classification and Data Analysis , pp. 212-219
    • de Soete, G.1    Carroll, J.D.2
  • 19
    • 21144460215 scopus 로고
    • Multidimensional Scaling in the City-block Metric - A Combinatorial Approach
    • HUBERT, L. J., ARABIE, P., and HESSON-MCINNES, M. (1992), "Multidimensional Scaling in the City-block Metric - A Combinatorial Approach," Journal of Classification 9, 211-236.
    • (1992) Journal of Classification , vol.9 , pp. 211-236
    • Hubert, L.J.1    Arabie, P.2    Hesson-McInnes, M.3
  • 21
    • 33845496302 scopus 로고    scopus 로고
    • Determinants of the Anger Appraisals of Threatened Self-esteem, Other-blame, and Frustration
    • KUPPENS, P., and VAN MECHELEN, I. (2007), "Determinants of the Anger Appraisals of Threatened Self-esteem, Other-blame, and Frustration," Cognition and Emotion 21, 56-77.
    • (2007) Cognition and Emotion , vol.21 , pp. 56-77
    • Kuppens, P.1    van Mechelen, I.2
  • 22
    • 0042917453 scopus 로고    scopus 로고
    • The Appraisal Basis of Anger: Specificity, Necessity and Sufficiency of Components
    • KUPPENS, P., VANMECHELEN, I., and SMITS, D. J. M. (2003), "The Appraisal Basis of Anger: Specificity, Necessity and Sufficiency of Components," Emotion 3, 254-269.
    • (2003) Emotion , vol.3 , pp. 254-269
    • Kuppens, P.1    Vanmechelen, I.2    Smits, D.J.M.3
  • 24
    • 0033592606 scopus 로고    scopus 로고
    • Learning the Parts of Objects by Non-negative Matrix Factorization
    • LEE, D. D., and SEUNG, S. H. (1999), "Learning the Parts of Objects by Non-negative Matrix Factorization," Nature 401, 788-791.
    • (1999) Nature , vol.401 , pp. 788-791
    • Lee, D.D.1    Seung, S.H.2
  • 25
    • 84904779621 scopus 로고
    • Method of Principal Cluster Analysis
    • MIRKIN, B. G. (1987), "Method of Principal Cluster Analysis," Automation and Remote Control 48, 1379-1386.
    • (1987) Automation and Remote Control , vol.48 , pp. 1379-1386
    • Mirkin, B.G.1
  • 26
    • 33646430586 scopus 로고    scopus 로고
    • Three-mode Component Analysis with Crisp or Fuzzy Partition of Units
    • ROCCI, R., and VICHI, M. (2005), "Three-mode Component Analysis with Crisp or Fuzzy Partition of Units," Psychometrika 70, 715-736.
    • (2005) Psychometrika , vol.70 , pp. 715-736
    • Rocci, R.1    Vichi, M.2
  • 27
    • 49349117162 scopus 로고    scopus 로고
    • Selecting Among Multi-mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria
    • SCHEPERS, J., CEULEMANS, E., and VAN MECHELEN, I. (2008), "Selecting Among Multi-mode Partitioning Models of Different Complexities: A Comparison of Four Model Selection Criteria," Journal of Classification 25, 67-85.
    • (2008) Journal of Classification , vol.25 , pp. 67-85
    • Schepers, J.1    Ceulemans, E.2    van Mechelen, I.3
  • 28
    • 0001869276 scopus 로고
    • Additive Clustering Representations of Similarities as Combinations of Discrete Overlapping Properties
    • SHEPARD, R. N., and ARABIE, P. (1979), "Additive Clustering Representations of Similarities as Combinations of Discrete Overlapping Properties," Psychological Review 86, 87-123.
    • (1979) Psychological Review , vol.86 , pp. 87-123
    • Shepard, R.N.1    Arabie, P.2
  • 30
    • 0142136684 scopus 로고    scopus 로고
    • Local Optima in K-means Clustering: What You Don't Know May Hurt You
    • STEINLEY, D. (2003), "Local Optima in K-means Clustering: What You Don't Know May Hurt You," Psychological Methods 8, 294-304.
    • (2003) Psychological Methods , vol.8 , pp. 294-304
    • Steinley, D.1
  • 31
    • 34250871625 scopus 로고    scopus 로고
    • Intializing K-means Batch Clustering: A Critical Evaluation of Several Techniques
    • STEINLEY, D., and BRUSCO, M. J. (2007), "Intializing K-means Batch Clustering: A Critical Evaluation of Several Techniques," Journal of Classification 24, 99-121.
    • (2007) Journal of Classification , vol.24 , pp. 99-121
    • Steinley, D.1    Brusco, M.J.2
  • 32
    • 0030380901 scopus 로고    scopus 로고
    • Maximum Likelihood Parameter and Rank Estimation in Reduced-Rank Multivariate Linear Regressions
    • STOICA, P., and VIBERG, M. (1996), "Maximum Likelihood Parameter and Rank Estimation in Reduced-Rank Multivariate Linear Regressions," IEEE Transactions on Signal Processing 44, 3096-3078.
    • (1996) IEEE Transactions on Signal Processing , vol.44 , pp. 3078-3096
    • Stoica, P.1    Viberg, M.2
  • 35
    • 34250856819 scopus 로고    scopus 로고
    • Simultaneous Component and Clustering Models for Three-Way Data: Within and Between Approaches
    • VICHI, M., ROCCI, R., and KIERS, H. A. L. (2007), "Simultaneous Component and Clustering Models for Three-Way Data: Within and Between Approaches," Journal of Classification 24, 71-98.
    • (2007) Journal of Classification , vol.24 , pp. 71-98
    • Vichi, M.1    Rocci, R.2    Kiers, H.A.L.3
  • 36
    • 84861363538 scopus 로고    scopus 로고
    • Clusterwise HICLAS: A Generic Modeling Strategy to Trace Similarities and Differences in Multi-Block Binary Data
    • WILDERJANS, T. F., CEULEMANS, E., and KUPPENS, P. (2012), "Clusterwise HICLAS: A Generic Modeling Strategy to Trace Similarities and Differences in Multi-Block Binary Data," Behavior Research Methods, 44, 532-545.
    • (2012) Behavior Research Methods , vol.44 , pp. 532-545
    • Wilderjans, T.F.1    Ceulemans, E.2    Kuppens, P.3
  • 38
    • 84867876189 scopus 로고    scopus 로고
    • The SIMCLAS Model: Simultaneous Analysis of Coupled Binary Data Matrices with Noise Heterogeneity Between and Within Data Blocks
    • (in press)
    • WILDERJANS, T. F., CEULEMANS, E., and VAN MECHELEN, I. (in press), "The SIMCLAS Model: Simultaneous Analysis of Coupled Binary Data Matrices with Noise Heterogeneity Between and Within Data Blocks," Psychometrika.
    • Psychometrika
    • Wilderjans, T.F.1    Ceulemans, E.2    van Mechelen, I.3
  • 39
    • 79953694168 scopus 로고    scopus 로고
    • ADPROCLUS: A Graphical User Interface for Fitting Additive Profile Clustering Models to Object by Variable Data Matrices
    • WILDERJANS, T. F., CEULEMANS, E., VAN MECHELEN, I., and DEPRIL, D. (2011), "ADPROCLUS: A Graphical User Interface for Fitting Additive Profile Clustering Models to Object by Variable Data Matrices," Behavior Research Methods 43, 56-65.
    • (2011) Behavior Research Methods , vol.43 , pp. 56-65
    • Wilderjans, T.F.1    Ceulemans, E.2    van Mechelen, I.3    Depril, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.