Spatial Analysis and GeoComputation Selected Essays /

• Main Author: Fischer, Manfred M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Subjects: Geography.; Economic geography.; Geographical information systems.; Regional economics.; Spatial economics.; Economics.; Regional/Spatial Science.; Economic Geography.; Geographical Information Systems/Cartography.; Geography, general.

Spatial analysis has been in existence for a long time. More recently, GeoComputation - a new computationally intensive paradigm - is changing research practice in spatial analysis. Coupled with improvements in data availability and increases in computer memory and speed, novel perspectives and tech...

Table of Contents:

• Spatial Analysis and GIS
• Spatial Analysis in Geography
• Spatial Interaction Models and the Role of Geographic Information Systems
• GIS and Network Analysis
• Expert Systems and Artificial Neural Networks for Spatial Analysis and Modelling
• Computational Intelligence in Spatial Data Analysis
• Computational Neural Networks — Tools for Spatial Data Analysis
• Artificial Neural Networks: A New Approach to Modelling Interregional Telecommunication Flows
• A Genetic-Algorithms Based Evolutionary Computational Neural Network for Modelling Spatial Interaction Data
• GeoComputation in Remote Sensing Environments
• Evaluation of Neural Pattern Classifiers for a Remote Sensing Application
• Optimisation in an Error Backpropagation Neural Network Environment with a Performance Test on a Spectral Pattern Classification Problem
• Fuzzy ARTMAP — A Neural Classifier for Multispectral Image Classification
• New Frontiers in Neural Spatial Interaction Modelling
• Neural Network Modelling of Constrained Spatial Interaction Flows
• Learning in Neural Spatial Interaction Models: A Statistical Perspective
• A Methodology for Neural Spatial Interaction Modelling.