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Volumn 3721 LNAI, Issue , 2005, Pages 169-180

Mining model trees from spatial data

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; REGRESSION ANALYSIS; TREES (MATHEMATICS);

EID: 33646405161     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11564126_20     Document Type: Conference Paper
Times cited : (13)

References (18)
  • 1
    • 26944494689 scopus 로고    scopus 로고
    • Discovery of spatial association rules in georeferenced census data: A relational mining approach
    • A. Appice, M. Ceci, A. Lanza, F. A. Lisi, and D.Malerba. Discovery of spatial association rules in georeferenced census data: A relational mining approach. Intelligent Data Analysis, 7(6):541-566, 2003.
    • (2003) Intelligent Data Analysis , vol.7 , Issue.6 , pp. 541-566
    • Appice, A.1    Ceci, M.2    Lanza, A.3    Lisi, F.A.4    Malerba, D.5
  • 2
    • 9444254708 scopus 로고    scopus 로고
    • Mining model trees: A multi-relational approach
    • T. Horvath and A. Yamamoto, editors, Proceedings of ILP 2003. Springer-V
    • A. Appice, M. Ceci, and D. Malerba. Mining model trees: A multi-relational approach. In T. Horvath and A. Yamamoto, editors, Proceedings of ILP 2003, volume 2835 of LNAI, pages 4-21. Springer-V., 2003.
    • (2003) LNAI , vol.2835 , pp. 4-21
    • Appice, A.1    Ceci, M.2    Malerba, D.3
  • 6
    • 84864861570 scopus 로고    scopus 로고
    • Spatial subgroup mining integrated in an object-relational spatial database
    • T. Elomaa, H. Mannila, and H. Toivonen, editors, Proceedings of PKDD 2002. Springer-V
    • W. Klosgen and M. May. Spatial subgroup mining integrated in an object-relational spatial database. In T. Elomaa, H. Mannila, and H. Toivonen, editors, Proceedings of PKDD 2002, volume 2431 of LNAI, pages 275-286. Springer-V., 2002.
    • (2002) LNAI , vol.2431 , pp. 275-286
    • Klosgen, W.1    May, M.2
  • 7
    • 84943258577 scopus 로고    scopus 로고
    • Propositionalisation and aggregates
    • L. D. Raedt and A. Siebes, editors, Proceedings of PKDD 2001. Springer-V
    • J. Knobbe, M. Haas, and A. Siebes. Propositionalisation and aggregates. In L. D. Raedt and A. Siebes, editors, Proceedings of PKDD 2001, volume 2168 of LNAI, pages 277-288. Springer-V., 2001.
    • (2001) LNAI , vol.2168 , pp. 277-288
    • Knobbe, J.1    Haas, M.2    Siebes, A.3
  • 12
    • 26944482060 scopus 로고    scopus 로고
    • Spatial knowledge discovery: The spin! system
    • K. Fullerton, editor
    • M. May. Spatial knowledge discovery: The spin! system. In K. Fullerton, editor, Proceedings of the EC-GIS Workshop, 2000.
    • (2000) Proceedings of the EC-GIS Workshop
    • May, M.1
  • 15
    • 0036613147 scopus 로고    scopus 로고
    • Spatial contextual classification and prediction models for mining geospatial data
    • S. Shekhar, P. R. Schrater, R. Vatsavai, W. Wu, and S. Chawla. Spatial contextual classification and prediction models for mining geospatial data. IEEE Transactions on Multimedia, 4(2):174-188, 2002.
    • (2002) IEEE Transactions on Multimedia , vol.4 , Issue.2 , pp. 174-188
    • Shekhar, S.1    Schrater, P.R.2    Vatsavai, R.3    Wu, W.4    Chawla, S.5
  • 16
    • 0013103910 scopus 로고    scopus 로고
    • PhD thesis, Department of Computer Science, University of Porto, Porto, Portugal
    • L. Torgo. Inductive Learning of Tree-based Regression Models. PhD thesis, Department of Computer Science, University of Porto, Porto, Portugal, 1999.
    • (1999) Inductive Learning of Tree-based Regression Models
    • Torgo, L.1
  • 17
    • 0001717058 scopus 로고    scopus 로고
    • Inducing model trees for continuous classes
    • M. Van Someren and G. Widmer, editors
    • Y. Wang and I. Witten. Inducing model trees for continuous classes. In M. Van Someren and G. Widmer, editors, Proceedings of ECML 1997, pages 128-137, 1997.
    • (1997) Proceedings of ECML 1997 , pp. 128-137
    • Wang, Y.1    Witten, I.2


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