Geographic data mining and knowledge discovery
By: edited by Harvey J. Miller and Jiawei Han.
Contributors: Miller, Harvey J.; Han, Jiawei.
Series: Research monographs in geographic information systems
Publisher: Taylor & Francis
Published: 2001
Place of publication: London; New York
Language: eng
Number of pages: 372
Subjects: Geography -- Databases.; Data mining.
Genres: Databases.
Notes: Includes bibliographical references and index.
Table of contents: title: Geographic data mining and knowledge discovery: an overview / Harvey J. Miller and Jiawei Han; title: Paradigms for spatial and spatio-temporal data mining / John F. Roddick and Brian G. Lees; title: Fundamentals of spatial data warehousing for geographic knowledge discovery / Yvan Bédard, Tim Merrett and Jiawei Han; title: Map cube: a visualization tool for spatial data warehouses / S. Shekhar ... [et al.]; title: Making Internet-based depositories of geographical data usable with intelligent agent technology / Raja R. Sengupta and David A. Bennett; title: Modelling spatial dependencies for mining geospatial data: an introduction / Sanjay Chawla ... [et al.]; title: Algorithms and applications for spatial data mining / Martin Ester, Hans-Peter Kriegel and Jörg Sander; title: Spatial clustering methods in data mining: a survey / Jiawei Han, Micheline Kamber and Anthony K.H. Tung; title: Detecting outliers from large datasets / Raymond T. Ng; title: GeoInsight: an approach for developing a knowledge construction process based on the integration of GVis and KDD methods / Monica Wachowicz; title: Visual exploration in geography: analysis with light / Mark Gahegan; title: Machine learning for information extraction from topographic maps / Donato Malerba ... [et al.]; title: Visualization based on the fuzzy ARTMAP neural network for mining remotely sensed data / Sucharita Gopal, Weiguo Liu and Curtis Woodcock; title: Mining mobile trajectories / Carl Stephen Smyth.