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Volumn 98, Issue 1, 2008, Pages 85-101

A scale-space clustering method: Mitigating the effect of scale in the analysis of zone-based dat

Author keywords

Level of convergence; Modifiable areal unit problem (MAUP); Modified scale space clustering (MSSC) method; Small population problem; Spatial autocorrelation

Indexed keywords

AUTOCORRELATION; CLUSTER ANALYSIS; DATA MINING; GIS; HOMOGENEITY; IMAGE PROCESSING; LAND USE; LEAST SQUARES METHOD; SPATIAL ANALYSIS;

EID: 55349093546     PISSN: 00045608     EISSN: 14678306     Source Type: Journal    
DOI: 10.1080/00045600701734224     Document Type: Article
Times cited : (76)

References (54)
  • 3
    • 65449177463 scopus 로고    scopus 로고
    • ArcMap, Version 9.2, ESRI, Redlands, CA
    • ArcMap, Version 9.2, ESRI, Redlands, CA
  • 4
    • 17644428432 scopus 로고    scopus 로고
    • Preliminary evidence for a theory of the fractal city
    • Batty, M. and Xie, Y. (1996) Preliminary evidence for a theory of the fractal city. Environment and Planning A, 28:10, pp. 1745-1762.
    • (1996) Environment and Planning A , vol.28 , Issue.10 , pp. 1745-1762
    • Batty, M.1    Xie, Y.2
  • 5
    • 0009035528 scopus 로고    scopus 로고
    • The Illinois Criminal Justice Information Authority Inter-university Consortium for Political and Social Research, Arbor, MI
    • Block, C. R., Block, R. L. and The Illinois Criminal Justice Information Authority (1998) Homicides in Chicago, 1965-1995, Inter-university Consortium for Political and Social Research, Arbor, MI
    • (1998) Homicides in Chicago, 1965-1995
    • Block, C.R.1    Block, R.L.2
  • 7
    • 0030242043 scopus 로고    scopus 로고
    • Scale-based clustering using the radial basis function network
    • Chakravarthy, S. V. and Ghosh, J. (1996) Scale-based clustering using the radial basis function network. IEEE Transactions on Neural Networks, 7:5, pp. 1250-1261.
    • (1996) IEEE Transactions on Neural Networks , vol.7 , Issue.5 , pp. 1250-1261
    • Chakravarthy, S.V.1    Ghosh, J.2
  • 8
    • 0242371093 scopus 로고    scopus 로고
    • Scale space exploration for mining image information content
    • Springer, Berlin
    • Ciucu, M., Heas, P., Datcu, M. and Tilton, J. C. (2003) Scale space exploration for mining image information content. Mining multimedia and complex data, pp. 118-133. Springer, Berlin
    • (2003) Mining Multimedia and Complex Data , pp. 118-133
    • Ciucu, M.1    Heas, P.2    Datcu, M.3    Tilton, J.C.4
  • 11
    • 0026303568 scopus 로고
    • The modifiable areal unit problem in multivariate statistical-analysis
    • Fotheringham, A. S. and Wong, D. W. S. (1991) The modifiable areal unit problem in multivariate statistical-analysis. Environment and Planning A, 23:7, pp. 1025-1044.
    • (1991) Environment and Planning A , vol.23 , Issue.7 , pp. 1025-1044
    • Fotheringham, A.S.1    Wong, D.W.S.2
  • 12
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • Fraley, C. and Raftery, A. E. (1998) How many clusters? Which clustering method? Answers via model-based cluster analysis. Computer Journal, 41:7, pp. 578-588.
    • (1998) Computer Journal , vol.41 , Issue.7 , pp. 578-588
    • Fraley, C.1    Raftery, A.E.2
  • 14
    • 0028576815 scopus 로고
    • Constructing regions for small-area analysis: Material deprivation and colorectal cancer
    • Haining, R., Wise, S. and Blake, M. (1994) Constructing regions for small-area analysis: Material deprivation and colorectal cancer. Journal of Public Health Medicine, 16:4, pp. 429-438.
    • (1994) Journal of Public Health Medicine , vol.16 , Issue.4 , pp. 429-438
    • Haining, R.1    Wise, S.2    Blake, M.3
  • 17
    • 26444479778 scopus 로고
    • Optimization by simulated annealing
    • Kirkpatrick, S., Gelatt, C. D. and Vecchi, M. P. (1983) Optimization by simulated annealing. Science, 220:4598, pp. 671-680.
    • (1983) Science , vol.220 , Issue.4598 , pp. 671-680
    • Kirkpatrick, S.1    Gelatt, C.D.2    Vecchi, M.P.3
  • 18
    • 0021136434 scopus 로고
    • The structure of images
    • Koenderink, J. J. (1984) The structure of images. Biological Cybernetics, 50:5, pp. 363-370.
    • (1984) Biological Cybernetics , vol.50 , Issue.5 , pp. 363-370
    • Koenderink, J.J.1
  • 20
    • 0242710567 scopus 로고    scopus 로고
    • Individual accessibility revisited: Implications for geographical analysis in the twenty-first century
    • Kwan, M. P. and Weber, J. (2003) Individual accessibility revisited: Implications for geographical analysis in the twenty-first century. Geographical Analysis, 35:4, pp. 341-353.
    • (2003) Geographical Analysis , vol.35 , Issue.4 , pp. 341-353
    • Kwan, M.P.1    Weber, J.2
  • 21
    • 84953400730 scopus 로고    scopus 로고
    • Fractals and scale in environmental assessment and monitoring
    • Blackwell, Malden, MA
    • Lam, N. S. -N. (2004) Fractals and scale in environmental assessment and monitoring. Scale and geographic inquiry: Nature, society, and method, pp. 23-40. Blackwell, Malden, MA
    • (2004) Scale and Geographic Inquiry: Nature, Society, and Method , pp. 23-40
    • Lam, N.S.-N.1
  • 22
    • 84936823497 scopus 로고
    • Structural covariates of homicide rates: Are there any invariances across time and social space
    • Land, K. C., McCall, P. L. and Cohen, L. E. (1990) Structural covariates of homicide rates: Are there any invariances across time and social space. American Journal of Sociology, 95:4, pp. 922-963.
    • (1990) American Journal of Sociology , vol.95 , Issue.4 , pp. 922-963
    • Land, K.C.1    McCall, P.L.2    Cohen, L.E.3
  • 25
    • 0036383775 scopus 로고    scopus 로고
    • Scale-space theory based regionalization for spatial cells
    • Luo, J., Zhou, C., Leung, Y., Zhang, Y. and Huang, Y. (2002) Scale-space theory based regionalization for spatial cells. ACTA Geographica Sinica, 57:2, pp. 167-173.
    • (2002) ACTA Geographica Sinica , vol.57 , Issue.2 , pp. 167-173
    • Luo, J.1    Zhou, C.2    Leung, Y.3    Zhang, Y.4    Huang, Y.5
  • 27
    • 0012292950 scopus 로고    scopus 로고
    • Hierarchical, unsupervised learning with growing via phase transitions
    • Miller, D. and Rose, K. (1996) Hierarchical, unsupervised learning with growing via phase transitions. Neural Computation, 8:2, pp. 425-450.
    • (1996) Neural Computation , vol.8 , Issue.2 , pp. 425-450
    • Miller, D.1    Rose, K.2
  • 28
    • 0033775847 scopus 로고    scopus 로고
    • Integrating attribute and space characteristics in choropleth display and spatial data mining
    • Murray, A. T. and Shyy, T. K. (2000) Integrating attribute and space characteristics in choropleth display and spatial data mining. International Journal of Geographical Information Science, 14, pp. 649-667.
    • (2000) International Journal of Geographical Information Science , vol.14 , pp. 649-667
    • Murray, A.T.1    Shyy, T.K.2
  • 29
    • 0032319250 scopus 로고    scopus 로고
    • Determining number of clusters and prototype locations via multi-scale clustering
    • Nakamura, E. and Kehtarnavaz, N. (1998) Determining number of clusters and prototype locations via multi-scale clustering. Pattern Recognition Letters, 19:14, pp. 1265-1283.
    • (1998) Pattern Recognition Letters , vol.19 , Issue.14 , pp. 1265-1283
    • Nakamura, E.1    Kehtarnavaz, N.2
  • 30
    • 0021118050 scopus 로고
    • Ecological fallacies and the analysis of areal census data
    • Openshaw, S. (1984) Ecological fallacies and the analysis of areal census data. Environment and Planning A, 16, pp. 17-31.
    • (1984) Environment and Planning A , vol.16 , pp. 17-31
    • Openshaw, S.1
  • 32
    • 0031061864 scopus 로고    scopus 로고
    • Parametric and non-parametric unsupervised cluster analysis
    • Roberts, S. J. (1997) Parametric and non-parametric unsupervised cluster analysis. Pattern Recognition, 30:2, pp. 261-272.
    • (1997) Pattern Recognition , vol.30 , Issue.2 , pp. 261-272
    • Roberts, S.J.1
  • 34
    • 0025585402 scopus 로고
    • A deterministic annealing approach to clustering
    • Rose, K., Gurewitz, E. and Fox, G. (1990) A deterministic annealing approach to clustering. Pattern Recognition Letters, 11:9, pp. 589-594.
    • (1990) Pattern Recognition Letters , vol.11 , Issue.9 , pp. 589-594
    • Rose, K.1    Gurewitz, E.2    Fox, G.3
  • 35
    • 0030879479 scopus 로고    scopus 로고
    • Neighborhoods and violent crime: A multilevel study of collective efficacy
    • Sampson, R. J., Raudenbush, S. W. and Earls, F. (1997) Neighborhoods and violent crime: A multilevel study of collective efficacy. Science, 277:5328, pp. 918-924.
    • (1997) Science , vol.277 , Issue.5328 , pp. 918-924
    • Sampson, R.J.1    Raudenbush, S.W.2    Earls, F.3
  • 36
    • 65449122582 scopus 로고    scopus 로고
    • Scale-Space (SS), Version 1.0, L. Mu, Athens, GA
    • Scale-Space (SS), Version 1.0, L. Mu, Athens, GA
  • 39
    • 65449182565 scopus 로고    scopus 로고
    • S-PLUS, Version 8, Insightful Corporation, Seattle, WA
    • S-PLUS, Version 8, Insightful Corporation, Seattle, WA
  • 40
    • 65449165470 scopus 로고    scopus 로고
    • SPSS, Version 15, SPSS, Inc, Chicago, IL
    • SPSS, Version 15, SPSS, Inc, Chicago, IL
  • 41
    • 0025609081 scopus 로고
    • Self-organization of associative memory and pattern classification: Recurrent signal processing on topological feature maps
    • Taven, P., Grubmuller, H. and Huhnel, H. (1990) Self-organization of associative memory and pattern classification: Recurrent signal processing on topological feature maps. Biological Cybernetics, 64, pp. 95-105.
    • (1990) Biological Cybernetics , vol.64 , pp. 95-105
    • Taven, P.1    Grubmuller, H.2    Huhnel, H.3
  • 42
    • 0024909349 scopus 로고
    • Frame independent spatial analysis
    • Taylor & Francis, London
    • Tobler, W. (1989) Frame independent spatial analysis. The accuracy of spatial databases, pp. 115-122. Taylor & Francis, London
    • (1989) The Accuracy of Spatial Databases , pp. 115-122
    • Tobler, W.1
  • 43
    • 18144402080 scopus 로고    scopus 로고
    • Job access and homicide patterns in Chicago: An analysis at multiple geographic levels based on scale-space theory
    • Wang, F. (2005) Job access and homicide patterns in Chicago: An analysis at multiple geographic levels based on scale-space theory. Journal of Quantitative Criminology, 21:2, pp. 195-217.
    • (2005) Journal of Quantitative Criminology , vol.21 , Issue.2 , pp. 195-217
    • Wang, F.1
  • 45
    • 0037754567 scopus 로고    scopus 로고
    • Where the jobs are: Employment access and crime patterns in Cleveland
    • Wang, F. and Minor, W. W. (2002) Where the jobs are: Employment access and crime patterns in Cleveland. Annals of the Association of American Geographers, 92:3, pp. 435-450.
    • (2002) Annals of the Association of American Geographers , vol.92 , Issue.3 , pp. 435-450
    • Wang, F.1    Minor, W.W.2
  • 46
    • 38549093060 scopus 로고    scopus 로고
    • Constructing geographic areas for analysis of homicide in small populations: Testing herding-culture-of-honor proposition
    • Idea Group, Hershey, PA
    • Wang, F. and O'Brien, V. M. (2005) Constructing geographic areas for analysis of homicide in small populations: Testing herding-culture-of-honor proposition. Geographic information systems and crime analysis, pp. 84-101. Idea Group, Hershey, PA
    • (2005) Geographic Information Systems and Crime Analysis , pp. 84-101
    • Wang, F.1    O'Brien, V.M.2
  • 47
    • 26944453131 scopus 로고    scopus 로고
    • Linear belts mining from spatial database with mathematical morphological operators
    • Springer, Berlin
    • Wang, M., Luo, J. C. and Zhou, C. H. (2005) Linear belts mining from spatial database with mathematical morphological operators. Advanced data mining and applications, pp. 769-776. Springer, Berlin
    • (2005) Advanced Data Mining and Applications , pp. 769-776
    • Wang, M.1    Luo, J.C.2    Zhou, C.H.3
  • 48
    • 0025573210 scopus 로고
    • A new approach to clustering
    • Wilson, R. and Spann, M. (1990) A new approach to clustering. Pattern Recognition, 23:12, pp. 1413-1425.
    • (1990) Pattern Recognition , vol.23 , Issue.12 , pp. 1413-1425
    • Wilson, R.1    Spann, M.2
  • 51
    • 65449137374 scopus 로고
    • Towards a simple and fast learning and classification system
    • PhD dissertation. California Institute of Technology
    • Wong, Y. -F. (1992) Towards a simple and fast learning and classification system, PhD dissertation. California Institute of Technology
    • (1992)
    • Wong, Y.-F.1
  • 52
    • 0002449582 scopus 로고
    • Clustering data by melting
    • Wong, Y. F. (1993) Clustering data by melting. Neural Computation, 5:1, pp. 89-104.
    • (1993) Neural Computation , vol.5 , Issue.1 , pp. 89-104
    • Wong, Y.F.1
  • 53
    • 0027592254 scopus 로고
    • A new clustering-algorithm applicable to multispectral and polarimetric SAR images
    • Wong, Y. F. and Posner, E. C. (1993) A new clustering-algorithm applicable to multispectral and polarimetric SAR images. IEEE Transactions on Geoscience and Remote Sensing, 31:3, pp. 634-644.
    • (1993) IEEE Transactions on Geoscience and Remote Sensing , vol.31 , Issue.3 , pp. 634-644
    • Wong, Y.F.1    Posner, E.C.2
  • 54
    • 0014976008 scopus 로고
    • Graphic theoretic methods for detecting and describing Gestalt clusters
    • Zahn, C. T. (1971) Graphic theoretic methods for detecting and describing Gestalt clusters. IEEE Transactions on Computers, 20, pp. 68-86.
    • (1971) IEEE Transactions on Computers , vol.20 , pp. 68-86
    • Zahn, C.T.1


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