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Volumn 10, Issue 4, 2006, Pages 399-422

Fast cluster polygonization and its applications in data-rich environments

Author keywords

Cluster polygonization; Delaunay diagram; Geographical data mining; Patterns and clusters

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; STATISTICAL METHODS;

EID: 33846442458     PISSN: 13846175     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10707-006-0340-x     Document Type: Article
Times cited : (14)

References (46)
  • 6
    • 0031413968 scopus 로고    scopus 로고
    • "Qualitative spatial representation and reasoning with the region connection calculus"
    • A.G. Cohn, B. Bennett, J. Gooday, and N.M. Gotts. "Qualitative spatial representation and reasoning with the region connection calculus," GeoInformatica, Vol. 1(3):275-316, 1997.
    • (1997) GeoInformatica , vol.1 , Issue.3 , pp. 275-316
    • Cohn, A.G.1    Bennett, B.2    Gooday, J.3    Gotts, N.M.4
  • 11
    • 4544314380 scopus 로고    scopus 로고
    • "Curve and surface reconstruction"
    • in Goodman and O' Rourke (Eds.) 2nd edition, CRC Press, Boca Raton, FL
    • T.K. Dey. "Curve and surface reconstruction," in Goodman and O' Rourke (Eds.), Chapter in Handbook of Discrete and Computational Geometry, 2nd edition, CRC Press, Boca Raton, FL 2004.
    • (2004) Chapter in Handbook of Discrete and Computational Geometry
    • Dey, T.K.1
  • 12
    • 35248827673 scopus 로고    scopus 로고
    • "Shape segmentation and matching with flow discretization"
    • in F. Dehne, J.-R. Sack, and M. Smid (Eds.) LNCS 2748 Ottawa, Ontario, Canada
    • T.K. Dey, J. Giesen, and S. Goswami. "Shape segmentation and matching with flow discretization," in F. Dehne, J.-R. Sack, and M. Smid (Eds.), Proc. Workshop Algorithms Data Strucutres (WADS 03), LNCS 2748, pp. 25-36, Ottawa, Ontario, Canada, 2003.
    • (2003) Proc. Workshop Algorithms Data Strucutres (WADS 03) , pp. 25-36
    • Dey, T.K.1    Giesen, J.2    Goswami, S.3
  • 14
    • 0002188277 scopus 로고    scopus 로고
    • "Cluster analysis using triangulation"
    • in B.J. Noye, M.D. Teubner, and A.W. Gill (Eds.) World Scientific: Singapore
    • C. Eldershaw and M. Hegland. "Cluster analysis using triangulation," in B.J. Noye, M.D. Teubner, and A.W. Gill (Eds.), Computational Techniques and Applications: CTAC97, World Scientific: Singapore, pp. 201-208, 1997.
    • (1997) Computational Techniques and Applications: CTAC97 , pp. 201-208
    • Eldershaw, C.1    Hegland, M.2
  • 15
    • 85170282443 scopus 로고    scopus 로고
    • "A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise"
    • in E. Simoudis, J. Han, and U.M. Fayyad (Eds.) Portland, Oregon
    • M. Ester, H.P. Kriegel, J. Sander and X. Xu. "A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise," in E. Simoudis, J. Han, and U.M. Fayyad (Eds.), Proc. of the 2nd International Conference on Knowledge Discovery and Data Mining, Portland, Oregon, pp. 226-231, 1996.
    • (1996) Proc. of the 2nd International Conference on Knowledge Discovery and Data Mining , pp. 226-231
    • Ester, M.1    Kriegel, H.P.2    Sander, J.3    Xu, X.4
  • 16
    • 0036643522 scopus 로고    scopus 로고
    • "Argument free clustering via boundary extraction for massive point-data sets"
    • V. Estivill-Castro and I. Lee. "Argument free clustering via boundary extraction for massive point-data sets," Computers, Environments and Urban Systems, Vol. 26(4):315-334, 2002.
    • (2002) Computers, Environments and Urban Systems , vol.26 , Issue.4 , pp. 315-334
    • Estivill-Castro, V.1    Lee, I.2
  • 17
    • 3342931840 scopus 로고    scopus 로고
    • "Data mining techniques for autonomous exploration of large volumes of geo-referenced crime data"
    • in David V. Pullar (Ed.) September, 2001, Brisbane, Australia, GeoCompuatation CD-ROM, ISBN 1864995637
    • V. Estivill-Castro and I. Lee. "Data mining techniques for autonomous exploration of large volumes of geo-referenced crime data," in David V. Pullar (Ed.), International Conference on Geocomputation, 24-26, September, 2001, Brisbane, Australia, GeoCompuatation CD-ROM, ISBN 1864995637, 2001.
    • (2001) International Conference on Geocomputation , pp. 24-26
    • Estivill-Castro, V.1    Lee, I.2
  • 19
    • 79957944034 scopus 로고    scopus 로고
    • "Discovering associations in spatial data - An efficient medoid based approach"
    • in X. Wu, K. Ramamohanarao, and K.B. Korb (Eds.) Melbourne, Australia
    • V. Estivill-Castro and A.T. Murray. "Discovering associations in spatial data - an efficient medoid based approach," in X. Wu, K. Ramamohanarao, and K.B. Korb (Eds.), Proc. of the 2nd Pacific-Asia Conference on Knowledge Discovery and Data Mining, Melbourne, Australia, pp. 110-121, 1998.
    • (1998) Proc. of the 2nd Pacific-Asia Conference on Knowledge Discovery and Data Mining , pp. 110-121
    • Estivill-Castro, V.1    Murray, A.T.2
  • 20
    • 35248894964 scopus 로고    scopus 로고
    • "Cluster validity using support vector machines"
    • in Y. Kambayashi, M.K. Mohania, W. Wöß (Eds.) Springer: Berlin Heidelberg New York
    • V. Estivill-Castro and J. Yang. "Cluster validity using support vector machines," in Y. Kambayashi, M.K. Mohania, W. Wöß (Eds.), Proc. of the 3rd DaWak, LNCS 2737, pp. 244-256, Springer: Berlin Heidelberg New York, 2003.
    • (2003) Proc. of the 3rd DaWak, LNCS 2737 , pp. 244-256
    • Estivill-Castro, V.1    Yang, J.2
  • 21
    • 0026276861 scopus 로고
    • "Problems with handling spatial data - The Voronoi approach"
    • C.M. Gold. "Problems with handling spatial data - The Voronoi approach," Canadian Institute of Surveying and Mapping Journal, Vol. 45(1):65-80, 1991.
    • (1991) Canadian Institute of Surveying and Mapping Journal , vol.45 , Issue.1 , pp. 65-80
    • Gold, C.M.1
  • 22
    • 0011317240 scopus 로고    scopus 로고
    • "A one-step crust and skeleton extraction algorithm"
    • C. Gold and J. Snoeyink. "A one-step crust and skeleton extraction algorithm," Algorithmica, Vol. 30(2):144-163, 2001.
    • (2001) Algorithmica , vol.30 , Issue.2 , pp. 144-163
    • Gold, C.1    Snoeyink, J.2
  • 24
    • 0010415411 scopus 로고    scopus 로고
    • "Spatial clustering methods in data mining"
    • in H.J. Miller and J. Han (Eds.) Cambridge University Press: Cambridge, UK
    • J. Han, M. Kamber, and K.H. Tung. "Spatial clustering methods in data mining," in H.J. Miller and J. Han (Eds.), Geographic Data Mining and Knowledge Discovery, pp. 188-217, Cambridge University Press: Cambridge, UK, 2001.
    • (2001) Geographic Data Mining and Knowledge Discovery , pp. 188-217
    • Han, J.1    Kamber, M.2    Tung, K.H.3
  • 30
    • 84885642924 scopus 로고    scopus 로고
    • "Finding boundary shape matching relationships in spatial data"
    • in M. Scholl and A. Voisard (Eds.) Berlin, Germany
    • E.M. Knorr, R.T. Ng, and D.L. Shilvock. "Finding boundary shape matching relationships in spatial data," in M. Scholl and A. Voisard (Eds.), Proc. of the 5th International Symposium on Spatial Databases, Berlin, Germany, pp. 29-46, 1997.
    • (1997) Proc. of the 5th International Symposium on Spatial Databases , pp. 29-46
    • Knorr, E.M.1    Ng, R.T.2    Shilvock, D.L.3
  • 35
    • 0003136237 scopus 로고
    • "Efficient and effective clustering method for spatial data mining"
    • in J. B. Bocca, M. Jarke, and C. Zaniolo (Eds.) Santiago de Chile, Chile
    • R.T. Ng and J. Han. "Efficient and effective clustering method for spatial data mining," in J. B. Bocca, M. Jarke, and C. Zaniolo (Eds.), Proc. of the 20th International Conference on Very Large Data Bases, Santiago de Chile, Chile, pp. 144-155, 1994.
    • (1994) Proc. of the 20th International Conference on Very Large Data Bases , pp. 144-155
    • Ng, R.T.1    Han, J.2
  • 37
    • 84950876142 scopus 로고
    • "A Mark 1 geographical analysis machine for the automated analysis of point data sets"
    • S. Openshaw. "A Mark 1 geographical analysis machine for the automated analysis of point data sets," International Journal of Geographical Information Science, Vol. 1(4):335-358, 1987.
    • (1987) International Journal of Geographical Information Science , vol.1 , Issue.4 , pp. 335-358
    • Openshaw, S.1
  • 38
    • 0028562851 scopus 로고
    • "Two exploratory space-time-attribute pattern analysers relevant to GIS"
    • in A.S. Fotheringham and P.A. Rogerson (Eds.) Taylor & Francis: London
    • S. Openshaw. "Two exploratory space-time-attribute pattern analysers relevant to GIS," in A.S. Fotheringham and P.A. Rogerson (Eds.), Spatial Analysis and GIS, pp. 83-104, Taylor & Francis: London, 1994.
    • (1994) Spatial Analysis and GIS , pp. 83-104
    • Openshaw, S.1
  • 40
    • 33846451544 scopus 로고    scopus 로고
    • "Constructing approximate Voronoi Diagrams from digital images of generalized polygons and circular objects"
    • in Formely Winter School of Computer Graphics WSCG03 February 3-7 Plzen, Czech Republic. UNION agency-Science Press
    • W.L. Roque and D. Doering. "Constructing approximate Voronoi Diagrams from digital images of generalized polygons and circular objects," in The 11th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision Formely Winter School of Computer Graphics WSCG03 February 3-7 Plzen, Czech Republic. UNION agency-Science Press, 2003.
    • (2003) The 11th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision
    • Roque, W.L.1    Doering, D.2
  • 41
    • 0000565591 scopus 로고
    • "A computer movie simulating urban growth in the Detroit region"
    • W.R. Tobler. "A computer movie simulating urban growth in the Detroit region," Economic Geography, Vol. 46(2):234-240, 1970.
    • (1970) Economic Geography , vol.46 , Issue.2 , pp. 234-240
    • Tobler, W.R.1
  • 46
    • 84958743593 scopus 로고    scopus 로고
    • "Efficient polygon amalgamation methods for spatial OLAP and spatial data mining"
    • in SSD LNCS 1651 Springer, Berlin Heidelberg New York
    • X. Zhou, D. Truffe, and J. Han. "Efficient polygon amalgamation methods for spatial OLAP and spatial data mining," in Advances in Spatial Databases, 6th International Symposium, SSD LNCS 1651, pp.167-187, Springer, Berlin Heidelberg New York, 1999.
    • (1999) Advances in Spatial Databases, 6th International Symposium , pp. 167-187
    • Zhou, X.1    Truffe, D.2    Han, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.