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GeoComputational Modelling
Techniques and Applications, Advances in Spatial Science
ISBN/EAN: 9783642075490
Umbreit-Nr.: 1532544
Sprache:
Englisch
Umfang: xii, 275 S.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 08.12.2010
Auflage: 1/2001
- Zusatztext
- InhaltsangabePreface.- 1. M.M.Fischer, Y.Leung, GeoComputational Modelling - Techniques and Applications: Prologue.- Part A:Concepts,Modelling Tools and Key Issues: 2. M.M.Fischer, Computational Neural Networks - Tools for Spatial Data Analysis; 3. X.Yao, Evolving Computational Neural Networks Through Evolutionary Computation;4. Y.Leung, Neural and Evolutionary Computation Methods for Spatial Classification and Knowledge Acquisition; 5. M.Batty, Cellular Dynamics: Modelling Urban Growth as a Spatial Epidemic.- Part B:Spatial Application Domains: 6. G.Wilkinson, Spatial Pattern Recognition in Remote Sensing by Neural Networks; 7. S.Gopal, M.M.Fischer, Fuzzy ARTMAP -A Neural Classifier for Multispectral Image Classification; 8. M.M.Fischer, Neural Spatial Interaction Models; 9. G.Haag, A Neural Network Approach for Mobility Panel Analysis.- References.- List of Figures.- List of Tables.- Subject Index. -Author Index. -List of Contributors
- Kurztext
- Illustrates some recent developments in the field of geocomputational modelling and aims to disseminate recent research into graduate classroomsEstablishes general principles and builds solid foundations for further research and subsequent growth in geocomputational modellingProvides illustrations of geocomputational modelling in remote sensing as well as in regional scienceIncludes supplementary material: sn.pub/extras