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References
Adrienko, G. and Adrienko, N. (1999) “Knowledge-based Visualization to Support Spatial Data Mining”, Advances in Intelligent Data Mining (Lecture Notes in Computer Science # 1642) Hand, D.J., Kok, J.N. and Berthold, M.R. (Eds.), Berlin, Germany: Springer-Verlag.
Ascough II, James C., Rector, H. D., Hoag, D. L., McMaster, G. S., Vendenberg, B. C., Shaffer, M. J., Weltz, M. A. and Ahjua, L. R. (2002) “Multicriteria spatial decision support systems: overview, applications, and future research directions”, Rizzoli, A. E. and Jakeman, A. J. (Eds) Integrated Assessment and Decision Support, Proceeding of the First Biennial Meeting of the International Modelling and Software Society, Manno, Switzerland, pp. 175-180.
Balram S. and Dragicevic, S. (Eds.) (2006) “Collaborative Geographic Information Systems”, Hershey, PA: Idea Group Publishing.
Bedard, Y., Gosselin, P., Rivest, S., M. J. Proulx, Nadeau, M., Lebel, G. and Gagnon, M. F. (2003) “Integrating GIS Components with Knowledge Discovery Technology for Environmental Health Decision Support”, International Journal of Medical Informatics, pp. 79-94.
Bhargava H. K. and Power D. J. (2001) “Decision Support Systems and Web Technologies: a Status Report”, Proceedings of the Seventh Americas Conference on Information Systems, Boston, Mass, pp. 229-235.
Bremer, M.A. (Ed.) (2003) Knowledge Discovery and Data Mining: Theory and Practice, Institution of Electrical Engineers (IEE), London, UK.
Chelghoum, N., Zeitouni, K. and Boulmakoul, A. (2002) “A Decision Tree for Multi-layered Spatial Data”, Proceedings Symposium on Spatial Theory, Processing and Applications, Ottawa, ON.
Chorley, R.J. and Haggett, P. (1965) “Trend Surface Mapping in Geographic Research”, Transactions of the Institute of British Geographers, 7, 47-67.
Claramunt, C. and Thériault, M. (1995) “Managing Time in GIS: An Event-oriented Approach”,In Recent Advances in Temporal Databases Clifford, J. and Tuzhilin, A. (Eds.), Berlin, Germany: Springer-Verlag.
Coiera E. (2003) The Guide to Health Informatics, 2nd Edition, London: Edward Arnold.
CRISP-DM (2000) CRISP 1.0 Process and User Guide, Cross-Industry Standard Process for Data Mining (CRISP-DM).
Densham, P. (1991) “Spatial Decision Support Systems”, Maguire, D.J., Goodchild, M. F., Rhind, D. W., (Eds) “Geographical Information Systems: principles and applications”, London: Longman, pp. 403-412.
Ding, Q., Ding, Q. and Perrizo, W. (2002) “Decision Tree Classification of Spatial Data Streams Using Peano Count Trees”, Proceedings ACM Symposium on Applied Computing, Madrid, Spain.
Ester, M., Frommelt, A., Kreigel, H.-P. and Sander, J. (1999) “Spatial Data Mining: Database Primitives, Algorithms and Efficient Database Support”, Data Mining and Knowledge Discovery, Vol. 4, No. 2/3, pp. 193-216.
Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P. and Ulthurusamy, R. (Eds.) (1996) Advances in Knowledge Discovery and Data Mining, Menlo Park, CA: AAAI/MIT Press.
Feick R. D. and Hall, G. B. (1999) “Consensus Building in a Multi-Participant Decision Support System”, Journal of the Urban and Regional Information Systems Association, No. 11, pp. 17-24.
Feick, Robert D. and. Hall, G. B (2004) “A method for examining the spatial dimension of multi-criteria weight sensitivity in a Spatial Decision Support System”, International Journal of Geographic Information Science, Vol. 18, pp. 1-26.
Fisher, P. (Ed.) (2005) “Developments in Spatial Data Handling”, Berlin: Springer.
Fotheringham, A.S., Brunsdon, C., and Charlton, M.E., (2002), Geographically Weighted Regression: The Analysis of Spatially Varying Relationships, Chichester, UK: Wiley.
Gahegan, M. and Brodaric, B. (2002) “Computational and Visual Support for Geographical Knowledge Construction: Filling in the Gaps between Exploration and Explanation”, Proceedings Symposium on Geospatial Theory, Processing and Applications, Ottawa, ON.
Gahegan, M., Wachowicz, M., Harrrower, M. and Rhyne, T. M. (2001) “The Integration of Geographic Visualization with Knowledge Discovery in Databases and Geocomputation”, Cartography and Geographic Information Systems, Vol. 28, No. 1, pp. 29-44.
Goodchild, M.F. (1992) “Geographical Data Modeling”, Computers and Geosciences, Vol. 18, No. 4, pp. 410-408.
Gorry, G. A. and Scott Morton, M. S. (1971) “A Framework for Management Information Systems”, Sloan Management Review, Vol. 13, No. 1, 56-79.
Green, D. R. and Bossomaier, T. (2002) Online GIS and Spatial Metadata, London: Taylor and Francis.
Griffith, D.A. (2003) Spatial Autocorrelation and Spatial Filtering: Gaining Understanding through Theory and Scientific Visualization, Berlin: Springer-Verlag.
Guo, D. (2003) “Coordinating Computational and Visualization Approaches for Interactive Feature Selection and Multivariate Clustering”, Information Visualization, Vol. 2, No. 4, pp. 232-246.
Hall, G. B., Feick, R. D., and Bowerman, R. L. (1997) “GIS-based Decision Support Architecture and Applications for Developing Countries”, South African Journal of Geoinformation, Vol. 17, No. 3, pp. 73-80.
Han, J. (1999) “Data Mining” Encyclopedia of Distributed Computing Urban, J. and Dasgupta, P. (Eds.), Boston, MA: Kluwer Academic Publisher.
Han, J. and Kamber, M. (2001) Data Mining Concepts and Techniques, San Francisco, CA: Morgan Kaufmann Publishers.
Han, J., Kamber, M. and Tung, A.K.H. (2001) “Spatial Clustering Methods in Data Mining: A Survey” in Geographic Data Mining and Knowledge Discovery by Miller, H.G. and Han, J. (Eds.), London and New York: Taylor & Francis.
Hand, D.J. (1998) “Data Mining: Statistics and More?”, The American Statistician, Vol. 52, No. 2, pp. 112-118.
Hand, D., Mannila, H. and Smyth, P. (2001) Principles of Data Mining, Cambridge, MA: MIT Press.
Hornsby, K. and Egenhofer, M.J. (2000) “Identity-based Change: A Foundation for Spatio-temporal Knowledge Representation”, International Journal of Geographical Information Systems, Vol. 14, No. 3, pp.207-224.
Hu, X., Cercone, N and Ziarko, W. (1997) “Generation of Multiple Knowledge from Databases Based on Rough Sets Theory” In Rough Sets and Data Mining Lin, T.Y. and Cercone N. (eds.), Boston, MA: Kluwer Academic Publishing.
Jankowski P. (1995) “Integrating Geographical Information Systems and Multiple Criteria Decision Making Methods”, International Journal of Geographic Information Systems, Vol. 9, No. 3, 251-273.
Jankowski P. and Nyerges T. (2001a) GIS for Group Decision Making, London: Taylor and Francis.
Jankowski P. and Nyerges T. (2001b) “GIS-supported Collaborative Decision Making: results of an experiment”, Annals of the Association of American Geographers, No. 91, pp. 48-70.
Keim, D.A. (2001) “Information Visualization and Visual Data Mining”, IEEE Transactions on Visualization and Computer Graphics, Vol. 7, No. 1, pp. 100-107.
Koperski, K. and Han, J. (1995) “Discovery of Spatial Association Rules in Geographic Information Databases”, In Advances in Spatial Databases (Lecture Notes in Computer Science 951), Egenhofer, M. J. and Herring, J. R. (Eds.), Berlin: Springer-Verlag.
Kruse, R., Gebhardt, J. and Klawonn, F. (1994) Foundation of Fuzzy Systems, Chichester, UK: J. Wiley & Sons.
Lee, I. (2004) “Mining Multivariate Associations with GIS Environment” Innovations in Applied Artificial Intelligence (Lecture Notes in Artificial Intelligence #3029), Orchard, C., Yang, C. and Ali, M. (Eds.), Heidelberg, Germany, Springer-Verlag.
Lehman, A., Overton, J. and Austin, M. P. (2002) “Regression Models for Spatial Prediction: Their Role for Biodiversity and Conservation”, Biodiversity and Conservation, No. 11, pp. 2085-2092.
Lu, C.-T., Chen, D. and Kou, Y. (2003) “Algorithms for Spatial Outlier Detection”, Proceedings 3 rd IEEE International Conference on Data Mining (ICDM’03), Melbourne, FL.
Malczewski J. (1999) GIS and Multicriteria Decision Analysis, New York: John Wiley and Sons.
Malczewski, J. (No Date) “Internet Resources for Geo-Information-Based Decision Analysis”, http://publish.uwo.ca/∼jmalczew/gimda/intres4.htm, last accessed Friday, 3rd February 2006.
Malczewski, J. (2006) “GIS-based Multicriteria Decision Analysis: a Survey of the Literature”, Unpublished paper, Department of Geography, University of Western Ontario, London, Ontario, Canada.
McCormick, B.H., Definti, T.A. and Brown, M.D. (1987) “Visualization in Scientific Computing”, SIGGRAPH Computer Graphics Newsletter (Special Edition), Vol. 21, No. 6.
Miller, H.G. and Han, J. (Eds.) (2001) Geographic Data Mining and Knowledge Discovery, London and New York: Taylor & Francis.
Oracle (2003a) ”Spatial Analysis and Mining” Chapter 8 of Oracle Spatial User’s Guide and Reference, 10g Rel. 1(10.1), Redwood City, CA., Oracle Corporation.
Oracle (2003b) Oracle Data Mining Concepts. 10g Rel. 1(10.1), Redwood City, CA., Oracle Corporation.
Peng Z.-R. and Tsou M.-H. (2003) “Internet GIS: Distributed Geographic Information Services for the Internet and Wireless Networks”, New York: John Wiley and Sons.
Peuquet, D.J. and Duan, N. (1995) “An Event-based Spatiotemporal Data Model (ESTDM) for Temporal Analysis of Geographical Data”, International Journal of Geographical Information Systems, Vol. 9, No. 1, pp. 7-24.
Power, Daniel J. and Kaparthi, S. (2002) ‘Building Web-based spatial decision support systems, Studies in Informatics and Control, “Vol. 11, No. 4, pp. 291-302.
Ribarsky, W., Katz, J., F. Jiang and Holland, A. (1999) Discovery Visualization and Visual Data Mining, Technical Report #99-14, Georgia Institute of Technology, Graphics, Visualization and Usability Center, Atlanta, GA.
Rinner C. and Jankowski, P. (2002) “Web-based Spatial Decision Support -Technical Foundations and Applications”, In The Encycolpedia of Life Support Systems (EOLSS), Theme 1.9 “Advanced Geographic Information Systems, (Ed.) Claudia Bauzer Medeiros, Oxford, UK: UNESCO/EOLSS Publishers.
Rivest, S., Bedard, Y., and Marchand, P. (2001) “Towards Better Support for Spatial Decision Making: defining the Characteristics of Spatial On-Line Analytic Processing (SOLAP)”, Geomatica, Vol. 55, No. 4, pp. 539-555.
Rivest, S., Bédard, Y., Proulx, M.J. Nadeau, M., Hubert F. and Pastor, J. (2005) “SOLAP: Merging Business Intelligence with Geospatial Technology for Interactive Spatio-Temporal Exploration and Analysis of Data, Journal of International Society for Photogrammetry and Remote Sensing, Vol. 60, No. 1, pp. 17-33.
Roddick, J.F. and Spiliopoulou, M. (2002) “A Survey of Temporal Knowledge Discovery Paradigms and Methods”, IEEE Transactions on Knowledge and Data Engineering, Vol. 14, No. 4, pp. 750-767.
Shekhar, S. and Huang, Y. (2001) “Discovering Spatial Co-location Patterns: A Survey of Results”, In dvances in Spatial and Temporal Databases (Lecture Notes in Computer Science #2121), Jensen, C.S., Schneider, M., Seeger, B. and Tsotras, V.J. (Eds.), Heidleberg, Germany: Springer-Verlag.
Simon, H. (1977) The New Science of Management Decision, Englewood Cliffs, NJ: Prentice Hall.
Sui, D.Z. and Goodchild, M. (2001) “GIS as media?” Guest editorial. International Journal of Geographical Information Science, Vol. 15, No. 5, pp. 387-390.
Uran, O. and Jansen, R. (2003) “Why are spatial decision support systems not used? Some experiences from the Netherlands”, Computers, Environment and Urban Systems, No. 27, pp. 511-526.
van Leeuwen, Jos P. and Timmermans, Harry, J. P. (Eds.) (2004) “Recent Advances in Design and Decision Support Systems in Architecture and Urban Planning”, Dordecht, the Netherlands: Kluwer Academic Publishers.
Whitten, J. L. and Bentley, L. B. (1997) Systems Analysis and Design Methods, 4th Edition, Burr Ridge, IL: Irwin.
Whitten, I.H. and Frank, E. (2000) “Data Mining: Practical Machine Learning Tools and Techniques with Java Implementation”, San Francisco, CA: Morgan Kaufmann Publishers.
Wild R. H. and Giggs K. A. (2004) “A Web Portal/Decision Support System Architecture for Collaborative Intra-Government Planning”, Electronic Government, Vol. 1, No. 1, pp. 61-76.
Yau, C. (1993) “Interactive decision support system for airline planning”, IEEE Transactions on Systems, Man and Cybernetics, Vol. 23, No. 6, pp. 1617-1625.
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Yeung, A.K.W., Hall, G.B. (2007). Spatial Data Mining And Decision Support Systems. In: Yeung, A.K.W., Hall, G.B. (eds) Spatial Database Systems. The GeoJournal Library, vol 87. Springer, Dordrecht. https://doi.org/10.1007/1-4020-5392-4_11
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