Geographic data mining and knowledge discovery / edited by Harvey J. Miller, Jiawei Han.
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| Edition: | 2nd ed. |
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| Published: |
Boca Raton, FL :
CRC Press,
2009.
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| Online Access: | |
| Other Authors: | |
| Series: | Chapman & Hall/CRC data mining and knowledge discovery series
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| Subjects: | |
| Format: | Book |
Table of Contents:
- Geographic data mining and knowledge discovery : an overview / Harvey J. Miller and Jiawei Han
- Spatio-temporal data mining paradigms and methodologies / John F. Roddick and Brian G. Lees
- Fundamentals of spatial data warehousing for geographic knowledge discovery / Yvan Bédard and Jiawei Han
- Analysis of spatial data with map cubes : highway traffic data / Chang-Tien Lu, Arnold P. Boedihardjo, and Shashi Shekhar
- Data quality issues and geographic knowledge discovery / Marc Gervais [and others]
- Spatial classification and prediction models for geospatial data mining / Shashi Shekhar, Ranga Raju Vatsavai, and Sanjay Chawla
- An overview of clustering methods in geographic data analysis / Jiawei Han, Jae-Gil Lee, and Micheline Kamber
- Computing medoids in large spatial datasets / Kyriakos Mouratidis, Dimitris Papadias, and Spiros Papadimitriou
- Looking for a relationship? : try GWR / A. Stewart Fotheringham, Martin Charlton, and Urška Demšar
- Leveraging the power of spatial data mining to enhance the applicability of GIS technology / Donato Malerba, Antonietta Lanza, and Annalisa Appice
- Visual exploration and explanation in geography analysis with light / Mark Gahegan
- Multivariate spatial clustering and geovisualization / Diansheng Guo
- Toward knowledge discovery about geographic dynamics in spatiotemporal databases / May Yuan
- The role of a multitier ontological framework in reasoning to discover meaningful patterns of sustainable mobility / Monica Wachowicz [and others]
- Periodic pattern discovery from trajectories of moving objects / Huiping Cao, Nikos Mamoulis, and David W. Cheung
- Decentralized spatial data mining for geosensor networks / Patrick Laube and Matt Duckham
- Beyond exploratory visualization of space-time paths / Menno-Jan Kraak and Otto Huisman.
