Spatial analysis and geocomputation : selected essays /

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Bibliographic Details
Author / Creator:	Fischer, Manfred M., 1947-
Imprint:	Berlin ; New York : Springer, c2006.
Description:	viii, 336 p. : ill. ; 24 cm.
Language:	English
Subject:	Spatial analysis (Statistics) Geographic information systems. Geography -- Statistical methods. Information storage and retrieval systems -- Geography. Spatial behavior -- Mathematical models. Remote sensing.
Format:	Print Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/6216114

Hidden Bibliographic Details
ISBN:	3540357297 (hd.bd.) 9783540357292 (hd.bd.)
Notes:	"This volume contains selected essays of Manfred M. Fischer. ... [The book] is essentially a multi-product undertaking, in the sense that most of the contributions are multi-authored publications. All these co-authors deserve the full credit for this volume as they have been the scientific source of the research contributions included in the present volume. This book is being published simultaneously with 'Innovation, networks and knowledge spillovers: selected essays"--Preface. Includes bibliographical references and indexes.

Table of Contents:

Introduction
2. Spatial analysis in geography
3. Spatial interaction models and the role of geographic information systems
4. GIS and network analysis
5. Expert systems and artificial neural networks for spatial analysis and modelling : essential components for knowledge based geographical information systems
6. Computational neural networks - tools for spatial data analysis
7. Artificial neural networks : a new approach to modelling interregional telecommunication flows / Manfred M. Fischer and S. Gopal
8. A genetic-algorithms based evolutionary computational neural network for modelling spatial interaction data / Manfred M. Fischer and Y. Leung
9. Evaluation of neural pattern classifiers for a remote sensing application / Manfred M. Fischer, S. Gopal, P. Staufer and K. Steinnocher
10. Optimisation in an error backpropagation neural network environment with a performance test on a spectral pattern classification problem / Manfred M. Fischer and P. Staufer
11. Fuzzy ARTMAP - a neural classifier for multispectral image classification / Manfred M. Fischer and S. Gopal
12. Neural network modelling of constrained spatial interaction flows : design, estimation, and performance issues / Manfred M. Fischer, M. Reismann and K. Hlavackova-Schindler
13. Learning in neural spatial interaction models : a statistical perspective
14. A methodology for neural spatial interaction modelling / Manfred M. Fischer and M. Reismann.

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