메뉴 건너뛰기




Volumn 59, Issue 1-2, 2004, Pages 21-34

Clustering with obstacles for Geographical Data Mining

Author keywords

association analysis; clustering; delaunay triangulation; Geographical Data Mining; large spatial databases

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; INFORMATION ANALYSIS;

EID: 3342918440     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2003.12.003     Document Type: Article
Times cited : (20)

References (50)
  • 2
    • 0024875178 scopus 로고
    • Extraction of early perceptual structure in dot patterns: Integrating region, boundary, and component gestalt
    • Ahuja N., Tuceryan M. Extraction of early perceptual structure in dot patterns: integrating region, boundary, and component gestalt. Computer Vision, Graphics, and Image Processing. 48(3):1989;304-356
    • (1989) Computer Vision, Graphics, and Image Processing , vol.48 , Issue.3 , pp. 304-356
    • Ahuja, N.1    Tuceryan, M.2
  • 4
    • 0029305528 scopus 로고
    • Gaussian parsimonious clustering models
    • Celeux G., Govaret G. Gaussian parsimonious clustering models. Pattern Recognition. 28(5):1995;781-793
    • (1995) Pattern Recognition , vol.28 , Issue.5 , pp. 781-793
    • Celeux, G.1    Govaret, G.2
  • 8
    • 33745856506 scopus 로고    scopus 로고
    • Hybrid genetic algorithms are better for spatial clustering
    • Mizoguchi R., Slaney J. Proceedings of Sixth Pacific Rim International Conference on Artificial Intelligence PRICAI 2000, Melbourne, Australia. Springer-Verlag, Heidelberg
    • Estivill-Castro V. Hybrid genetic algorithms are better for spatial clustering. Mizoguchi R., Slaney J. Proceedings of Sixth Pacific Rim International Conference on Artificial Intelligence PRICAI 2000, Melbourne, Australia. Lecture Notes in Computer Science. vol. 1886:2000;424-434 Springer-Verlag, Heidelberg
    • (2000) Lecture Notes in Computer Science , vol.1886 , pp. 424-434
    • Estivill-Castro, V.1
  • 9
    • 0012834533 scopus 로고    scopus 로고
    • Why so many clustering algorithms: A position paper
    • Estivill-Castro V. Why so many clustering algorithms: a position paper. SIGKDD Explorations. 4(1):2002;65-75
    • (2002) SIGKDD Explorations , vol.4 , Issue.1 , pp. 65-75
    • Estivill-Castro, V.1
  • 10
    • 79957944034 scopus 로고    scopus 로고
    • Discovering associations in spatial data - An efficient medoid based approach
    • Wu X., Kotagiri R., Korb K. Proceedings of the 2nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-98), Melbourne, Australia. Springer-Verlag, Heidelberg
    • Estivill-Castro V., Murray A. Discovering associations in spatial data - an efficient medoid based approach. Wu X., Kotagiri R., Korb K. Proceedings of the 2nd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-98), Melbourne, Australia. Lecture Notes in Computer Science. vol. 1394:1998;110-121 Springer-Verlag, Heidelberg
    • (1998) Lecture Notes in Computer Science , vol.1394 , pp. 110-121
    • Estivill-Castro, V.1    Murray, A.2
  • 11
    • 84947813269 scopus 로고    scopus 로고
    • Robust clustering of large geo-referenced data sets
    • Zhong N., Zhou L. Proceedings of the 3rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-99). Springer-Verlag, Heidelberg
    • Estivill-Castro V., Houle M. Robust clustering of large geo-referenced data sets. Zhong N., Zhou L. Proceedings of the 3rd Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-99). Lecture Notes in Computer Science. vol. 1574:1999;327-337 Springer-Verlag, Heidelberg
    • (1999) Lecture Notes in Computer Science , vol.1574 , pp. 327-337
    • Estivill-Castro, V.1    Houle, M.2
  • 12
    • 84945299309 scopus 로고    scopus 로고
    • AUTOCLUST+: Automatic clustering of point - Data sets in the presence of obstacles
    • Roddick J., Hornsby K. Proceedings of the International Workshop on Temporal, Spatial and Spatio-Temporal Data Mining - TSDM2000, in conjunction with the 4th European Conference on Principles and Practices of Knowledge Discovery and Databases, Lyon, France. Springer-Verlag, Heidelberg
    • Estivill-Castro V., Lee I. AUTOCLUST+: automatic clustering of point - data sets in the presence of obstacles. Roddick J., Hornsby K. Proceedings of the International Workshop on Temporal, Spatial and Spatio-Temporal Data Mining - TSDM2000, in conjunction with the 4th European Conference on Principles and Practices of Knowledge Discovery and Databases, Lyon, France. Lecture Notes in Computer Science. vol. 2007:2001;133-146 Springer-Verlag, Heidelberg
    • (2001) Lecture Notes in Computer Science , vol.2007 , pp. 133-146
    • Estivill-Castro, V.1    Lee, I.2
  • 13
    • 3342931840 scopus 로고    scopus 로고
    • Data mining techniques for autonomous exploration of large volumes of geo-referenced crime data
    • D. Pullar. Brisbane: University of Queensland. CD-ROM, ISBN 1864995637
    • Estivill-Castro V., Lee I. Data mining techniques for autonomous exploration of large volumes of geo-referenced crime data. Pullar D. Proceedings of the 6th International Conference on Geocomputation. 2001;University of Queensland, Brisbane. CD-ROM, ISBN 1864995637
    • (2001) Proceedings of the 6th International Conference on Geocomputation
    • Estivill-Castro, V.1    Lee, I.2
  • 15
    • 0036606522 scopus 로고    scopus 로고
    • Multilevel clustering and its visualization for exploratory data analysis
    • Estivill-Castro V., Lee I. Multilevel clustering and its visualization for exploratory data analysis. GeoInformatica. 6(2):2002;123-152
    • (2002) GeoInformatica , vol.6 , Issue.2 , pp. 123-152
    • Estivill-Castro, V.1    Lee, I.2
  • 16
    • 0032269108 scopus 로고    scopus 로고
    • How many clusters? Which clustering method? Answers via model-based cluster analysis
    • Fraley C., Raftery A. How many clusters? Which clustering method? Answers via model-based cluster analysis. Computer Journal. 41(8):1998;578-588
    • (1998) Computer Journal , vol.41 , Issue.8 , pp. 578-588
    • Fraley, C.1    Raftery, A.2
  • 17
    • 0026276861 scopus 로고
    • Problems with handling spatial data - The Voronoi approach
    • Gold C.M. Problems with handling spatial data - the Voronoi approach. CISM Journal ACSGC. 45(1):1991;65-80
    • (1991) CISM Journal ACSGC , vol.45 , Issue.1 , pp. 65-80
    • Gold, C.M.1
  • 18
    • 36448987788 scopus 로고
    • The meaning of Neighbour
    • Frank A.U., Campari I., Formentini U. Theories and Methods of Spatio-Temporal Reasoning in Geographic Space. Springer-Verlag, Heidelberg
    • Gold C.M. The meaning of Neighbour. Frank A.U., Campari I., Formentini U. Theories and Methods of Spatio-Temporal Reasoning in Geographic Space. Lecture Notes in Computer Science. vol. 639:1992;220-235 Springer-Verlag, Heidelberg
    • (1992) Lecture Notes in Computer Science , vol.639 , pp. 220-235
    • Gold, C.M.1
  • 23
    • 0032686723 scopus 로고    scopus 로고
    • Chameleon: Hierarchical clustering using dynamic modeling
    • (Special Issue on Data Analysis and Mining)
    • Karypis G., Han E.-H., Kumar V. Chameleon: hierarchical clustering using dynamic modeling. IEEE Computer. 32(8):1999;68-75. (Special Issue on Data Analysis and Mining)
    • (1999) IEEE Computer , vol.32 , Issue.8 , pp. 68-75
    • Karypis, G.1    Han, E.-H.2    Kumar, V.3
  • 24
    • 84976713672 scopus 로고
    • The Delaunay triangulation closely approximates the complete graph
    • Denhe F., Sack J.-R., Santoro N. Proceedings of the First Workshop on Algorithms and Data Structures WADS-89. Springer-Verlag, Heidelberg
    • Keil M., Gutwin G. The Delaunay triangulation closely approximates the complete graph. Denhe F., Sack J.-R., Santoro N. Proceedings of the First Workshop on Algorithms and Data Structures WADS-89. Lecture Notes in Computer Science. vol. 382:1989;47-56 Springer-Verlag, Heidelberg
    • (1989) Lecture Notes in Computer Science , vol.382 , pp. 47-56
    • Keil, M.1    Gutwin, G.2
  • 25
    • 84885642924 scopus 로고    scopus 로고
    • Finding boundary shape matching relations in spatial data
    • Scholl M., Voisard A. Advances in Spatial Databases, 5th International Symposium, SDD-97. Springer-Verlag, Heidelberg
    • Knorr E., Ng R., Shilvock D. Finding boundary shape matching relations in spatial data. Scholl M., Voisard A. Advances in Spatial Databases, 5th International Symposium, SDD-97. Lecture Notes in Computer Science. vol. 1262:1997;29-46 Springer-Verlag, Heidelberg
    • (1997) Lecture Notes in Computer Science , vol.1262 , pp. 29-46
    • Knorr, E.1    Ng, R.2    Shilvock, D.3
  • 26
    • 84957645397 scopus 로고
    • Discovery of spatial association rules in geographic information databases
    • Egenhofer M.J., Herring J.R. Proceedings 4th International Symposium on Advances in Spatial Databases. Springer-Verlag, Heidelberg
    • Koperski K., Han J. Discovery of spatial association rules in geographic information databases. Egenhofer M.J., Herring J.R. Proceedings 4th International Symposium on Advances in Spatial Databases. Lecture Notes in Computer Science. vol. 951:1995;47-66 Springer-Verlag, Heidelberg
    • (1995) Lecture Notes in Computer Science , vol.951 , pp. 47-66
    • Koperski, K.1    Han, J.2
  • 27
    • 34250438259 scopus 로고
    • A note on Fermat's problem
    • Kuhn H. A note on Fermat's problem. Mathematical Programming. 4(1):1973;98-107
    • (1973) Mathematical Programming , vol.4 , Issue.1 , pp. 98-107
    • Kuhn, H.1
  • 32
    • 0003136237 scopus 로고
    • Efficient and effective clustering methods for spatial data mining
    • J. Bocca, M. Jarke, & C. Zaniolo. San Mateo, CA: Morgan Kaufmann Publishers
    • Ng R., Han J. Efficient and effective clustering methods for spatial data mining. Bocca J., Jarke M., Zaniolo C. Proceedings of the 20th Conference on Very Large Data Bases (VLDB), Santiago, Chile. 1994;144-155 Morgan Kaufmann Publishers, San Mateo, CA
    • (1994) Proceedings of the 20th Conference on Very Large Data Bases (VLDB), Santiago, Chile , pp. 144-155
    • Ng, R.1    Han, J.2
  • 33
    • 0028562851 scopus 로고
    • Two exploratory space-time-attribute pattern analysers relevant to GIS
    • S. Fotheringham, & P. Rogerson. London: Taylor and Francis
    • Openshaw S. Two exploratory space-time-attribute pattern analysers relevant to GIS. Fotheringham S., Rogerson P. Spatial Analysis and GIS. 1994;83-104 Taylor and Francis, London
    • (1994) Spatial Analysis and GIS , pp. 83-104
    • Openshaw, S.1
  • 34
  • 35
    • 0003177248 scopus 로고    scopus 로고
    • Applying geocomputation to the analysis of spatial distributions
    • P.A. Longley, M.F. Goodchild, D.J. Maguire, Rhind D.W. Second edition New York: Wiley
    • Openshaw S., Alvanides S. Applying geocomputation to the analysis of spatial distributions. Longley P.A., Goodchild M.F., Maguire D.J., Rhind D.W. Second edition Geographical Information Systems: Principles and Technical Issues. vol. 1:1999;267-282 Wiley, New York
    • (1999) Geographical Information Systems: Principles and Technical Issues , vol.1 , pp. 267-282
    • Openshaw, S.1    Alvanides, S.2
  • 39
    • 84949804076 scopus 로고    scopus 로고
    • The BANG-clustering system: Grid-based data analysis
    • Liu X., Cohen P., Berthold M. Proceedings of the Second International Symposium Intelligent Data Analysis IDA-97. Springer-Verlag, Heidelberg
    • Schikuta E., Erhart M. The BANG-clustering system: grid-based data analysis. Liu X., Cohen P., Berthold M. Proceedings of the Second International Symposium Intelligent Data Analysis IDA-97. Lecture Notes in Computer Science. vol. 1280:1997;513-524 Springer-Verlag, Heidelberg
    • (1997) Lecture Notes in Computer Science , vol.1280 , pp. 513-524
    • Schikuta, E.1    Erhart, M.2
  • 40
    • 84944053697 scopus 로고    scopus 로고
    • Discovering spatial co-location patterns: A summary of results
    • Jensen C., Schneider M., Seeger B., Tsotras V. Proceedings of the 7th International Symposium on Spatial and Temporal Databases SSTD-2001, Redondo Beach, CA. Springer-Verlag, Heidelberg
    • Shekhar S., Huang Y. Discovering spatial co-location patterns: a summary of results. Jensen C., Schneider M., Seeger B., Tsotras V. Proceedings of the 7th International Symposium on Spatial and Temporal Databases SSTD-2001, Redondo Beach, CA. Lecture Notes in Computer Science. vol. 2121:2001;236-256 Springer-Verlag, Heidelberg
    • (2001) Lecture Notes in Computer Science , vol.2121 , pp. 236-256
    • Shekhar, S.1    Huang, Y.2
  • 42
    • 84944067757 scopus 로고    scopus 로고
    • Efficient mining of spatiotemporal patterns
    • Jensen C., Schneider M., Seeger B., Tsotras V. Proceedings of the 7th International Symposium on Spatial and Temporal Databases SSTD-2001, Redondo Beach, CA. Springer-Verlag, Heidelberg
    • Tsoukatos I., Gunopulos D. Efficient mining of spatiotemporal patterns. Jensen C., Schneider M., Seeger B., Tsotras V. Proceedings of the 7th International Symposium on Spatial and Temporal Databases SSTD-2001, Redondo Beach, CA. Lecture Notes in Computer Science. vol. 2121:2001;425-442 Springer-Verlag, Heidelberg
    • (2001) Lecture Notes in Computer Science , vol.2121 , pp. 425-442
    • Tsoukatos, I.1    Gunopulos, D.2
  • 43
    • 84942758304 scopus 로고    scopus 로고
    • COE: Clustering with obstacles entities: A preliminary study
    • Terano T., Liu H., Chen A. Proceedings of the 4th Pacific-Asia conference on Knowledge Discovery and Data Mining, Kyoto, Japan. Springer-Verlag, Heidelberg
    • Tung A., Hou J., Han J. COE: clustering with obstacles entities: a preliminary study. Terano T., Liu H., Chen A. Proceedings of the 4th Pacific-Asia conference on Knowledge Discovery and Data Mining, Kyoto, Japan. Lecture Notes in Computer Science. vol. 1805:2000;165-168 Springer-Verlag, Heidelberg
    • (2000) Lecture Notes in Computer Science , vol.1805 , pp. 165-168
    • Tung, A.1    Hou, J.2    Han, J.3
  • 45
    • 0032164271 scopus 로고    scopus 로고
    • CMUnited-97: RoboCup-97 small-robot world champion team
    • Veloso M., Stone P., Han K. CMUnited-97: RoboCup-97 small-robot world champion team. AI Magazine. 19(3):1998;61-69
    • (1998) AI Magazine , vol.19 , Issue.3 , pp. 61-69
    • Veloso, M.1    Stone, P.2    Han, K.3
  • 49
    • 0014976008 scopus 로고
    • Graph-theoretical methods for detecting and describing gestalt clusters
    • Zahn C. Graph-theoretical methods for detecting and describing gestalt clusters. IEEE Transactions on Computers. 20(1):1971;68-86
    • (1971) IEEE Transactions on Computers , vol.20 , Issue.1 , pp. 68-86
    • Zahn, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.