A Methodology for Neural Spatial Interaction Modeling
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Fischer, Manfred M. & Reismann, Martin, 2002. "A methodology for neural spatial interaction modelling," ERSA conference papers ersa02p034, European Regional Science Association.
References listed on IDEAS
- Jean-Claude Thill & Mikhail Mozolin, 2000. "Feedforward Neural Networks for Spatial Interaction: Are They Trustworthy Forecasting Tools?," Advances in Spatial Science, in: Aura Reggiani (ed.), Spatial Economic Science, chapter 17, pages 355-381, Springer.
- Fischer, Manfred M & Nijkamp, Peter, 1992.
"Geographic Information Systems and Spatial Analysis,"
The Annals of Regional Science, Springer;Western Regional Science Association, vol. 26(1), pages 3-17, April.
- Fischer, M.M. & Nijkamp, P., 1992. "Geographic information systems and spatial analysis," Serie Research Memoranda 0054, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Fischer, Manfred M. & Reismann, Martin, 2000.
"Evaluating Neural Spatial Interaction Modelling by Bootstrapping,"
MPRA Paper
77790, University Library of Munich, Germany.
- Fischer, Manfred M. & Reismann, Martin & Hlavackova-Schindler, Katerina, 2000. "Evaluating Neural Spatial Interaction. Modelling By Bootstrapping," ERSA conference papers ersa00p370, European Regional Science Association.
- Manfred M. Fischer & Yee Leung, 1998. "A genetic-algorithms based evolutionary computational neural network for modelling spatial interaction data," ERSA conference papers ersa98p478, European Regional Science Association.
- Manfred M. Fischer & Martin Reismann, 2001. "Neural Network Modelling of Constrained Spatial Interaction Flows," ERSA conference papers ersa01p165, European Regional Science Association.
- Aura Reggiani (ed.), 2000. "Spatial Economic Science," Advances in Spatial Science, Springer, number 978-3-642-59787-9, december.
- Fischer, Manfred M. & Gopal, Sucharita, 1994. "Artificial Neural Networks. A New Approach to Modelling Interregional Telecommunication Flows," MPRA Paper 77822, University Library of Munich, Germany.
- Mozolin, M. & Thill, J. -C. & Lynn Usery, E., 2000. "Trip distribution forecasting with multilayer perceptron neural networks: A critical evaluation," Transportation Research Part B: Methodological, Elsevier, vol. 34(1), pages 53-73, January.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Manfred M. Fischer, 2009.
"Principles of Neural Spatial Interaction Modeling,"
Advances in Spatial Science, in: Michael Sonis & Geoffrey J. D. Hewings (ed.), Tool Kits in Regional Science, chapter 8, pages 199-214,
Springer.
- Manfred M. Fischer, 2003. "Principles of Neural Spatial Interaction Modeling," ERSA conference papers ersa03p526, European Regional Science Association.
- Fischer, Manfred M., 2006. "Neural Networks. A General Framework for Non-Linear Function Approximation," MPRA Paper 77776, University Library of Munich, Germany.
- Manfred M. Fischer, 2002.
"Learning in neural spatial interaction models: A statistical perspective,"
Journal of Geographical Systems, Springer, vol. 4(3), pages 287-299, October.
- Fischer, Manfred M., 2002. "Learning in Neural Spatial Interaction Models: A Statistical Perspective," MPRA Paper 77788, University Library of Munich, Germany.
- Fischer, Manfred M. & Scherngell, Thomas & Jansenberger, Eva, 2005.
"The Geography of Knowledge Spillovers between High-Technology Firms in Europe. Evidence from a Spatial Interaction Modelling Perspective,"
MPRA Paper
77786, University Library of Munich, Germany.
- Manfred M. Fischer & Thomas Scherngell & Eva Jansenberger, 2005. "The Geography of Knowledge Spillovers between High-Technology Firms in Europe - Evidence from a Spatial Interaction Modelling Perspective," ERSA conference papers ersa05p5, European Regional Science Association.
- Rafael Lata & Sidonia Proff & Thomas Brenner, 2018. "The influence of distance types on co-patenting and co-publishing in the USA and Europe over time," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 61(1), pages 49-71, July.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Manfred M. Fischer, 2009.
"Principles of Neural Spatial Interaction Modeling,"
Advances in Spatial Science, in: Michael Sonis & Geoffrey J. D. Hewings (ed.), Tool Kits in Regional Science, chapter 8, pages 199-214,
Springer.
- Manfred M. Fischer, 2003. "Principles of Neural Spatial Interaction Modeling," ERSA conference papers ersa03p526, European Regional Science Association.
- Fischer, Manfred M., 2006. "Neural Networks. A General Framework for Non-Linear Function Approximation," MPRA Paper 77776, University Library of Munich, Germany.
- Nijkamp, Peter & Reggiani, Aura & Tsang, Wai Fai, 2004.
"Comparative modelling of interregional transport flows: Applications to multimodal European freight transport,"
European Journal of Operational Research, Elsevier, vol. 155(3), pages 584-602, June.
- Nijkamp, Peter & Reggiani, Aura & Tsang, Wai Fai, 1999. "Comparative modelling of interregional transport flows : applications to multimodal European freight transport," Serie Research Memoranda 0002, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Nijkamp, Peter & Reggiani, Aura & Sabella, E., 1999. "A comparison of the performance of Discrete Choice Models and Biocomputing Models in Transport Systems Analysis," ERSA conference papers ersa99pa037, European Regional Science Association.
- Aura Reggiani & Peter Nijkamp & Enrico Sabella, 1998. "Evolutionary algorithms: Overview and applications to European transport," ERSA conference papers ersa98p412, European Regional Science Association.
- Roberto Patuelli & Peter Nijkamp & Simonetta Longhi & Aura Reggiani, 2008.
"Neural Networks and Genetic Algorithms as Forecasting Tools: A Case Study on German Regions,"
Environment and Planning B, , vol. 35(4), pages 701-722, August.
- Roberto Patuelli & Simonetta Longhi & Aura Reggiani & Peter Nijkamp, 2005. "Forecasting Regional Employment in Germany by Means of Neural Networks and Genetic Algorithms," Computational Economics 0511002, University Library of Munich, Germany.
- Reggiani, Aura & Nijkamp, Peter & Sabella, Enrico, 2001. "New advances in spatial network modelling: Towards evolutionary algorithms," European Journal of Operational Research, Elsevier, vol. 128(2), pages 385-401, January.
- Longhi, Simonetta & Nijkamp, Peter & Reggiani, Aura & Blien, Uwe, 2002. "Forecasting regional labour markets in Germany: an evaluation of the performance of neural network analysis," ERSA conference papers ersa02p117, European Regional Science Association.
- Roberto Patuelli & Simonetta Longhi & Aura Reggiani & Peter Nijkamp, 2005. "Multicriteria Analysis of Neural Network Forecasting Models: An Application to German Regional Labour Markets," Experimental 0511001, University Library of Munich, Germany.
- Roberto Patuelli & Peter Nijkamp & Simonetta Longhi & Aura Reggiani, 2008.
"Neural Networks and Genetic Algorithms as Forecasting Tools: A Case Study on German Regions,"
Environment and Planning B, , vol. 35(4), pages 701-722, August.
- Roberto Patuelli & Simonetta Longhi & Aura Reggiani & Peter Nijkamp, 2008. "Neural networks and genetic algorithms as forecasting tools: a case study on German regions," Environment and Planning B: Planning and Design, Pion Ltd, London, vol. 35(4), pages 701-722, July.
- Roberto Patuelli & Simonetta Longhi & Aura Reggiani & Peter Nijkamp, 2005. "Forecasting Regional Employment in Germany by Means of Neural Networks and Genetic Algorithms," Computational Economics 0511002, University Library of Munich, Germany.
- Tranos, Emmanouil & Incera, Andre Carrascal & Willis, George, 2022. "Using the web to predict regional trade flows: data extraction, modelling, and validation," OSF Preprints 9bu5z, Center for Open Science.
- Taupier, Richard & Willis, Cleve E., 1994. "Geographic Information Systems And Applied Economics: An Initial Discussion Of Potential Applications And Contributions," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 23(2), pages 1-10, October.
- Halás, Marián & Klapka, Pavel & Kladivo, Petr, 2014. "Distance-decay functions for daily travel-to-work flows," Journal of Transport Geography, Elsevier, vol. 35(C), pages 107-119.
- Fischer, Manfred M., 1994. "From Conventional to Knowledge Based Geographical Information Systems," MPRA Paper 77817, University Library of Munich, Germany.
- Nijkamp, Peter & Reggiani, Aura & Bolis, Simona, 1997. "European freight transport and the environment: empirical applications and scenarios," Serie Research Memoranda 0033, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Ceren Erdin & Halil Emre Akbaş, 2019. "A Comparative Analysis of Fuzzy TOPSIS and Geographic Information Systems (GIS) for the Location Selection of Shopping Malls: A Case Study from Turkey," Sustainability, MDPI, vol. 11(14), pages 1-22, July.
- Ningchuan Xiao & David A Bennett & Marc P Armstrong, 2002. "Using Evolutionary Algorithms to Generate Alternatives for Multiobjective Site-Search Problems," Environment and Planning A, , vol. 34(4), pages 639-656, April.
- Herwijnen, M. van & Janssen, R. & Nijkamp, P., 1992. "A multicriteria decision support model and geographic information system for systainable development planning of the Greek islands," Serie Research Memoranda 0049, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Despotakis, V. & Giaoutzi, M. & Nijkamp, P., 1992. "Dynamic GIS models for regional sustainable development," Serie Research Memoranda 0056, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Fischer, Manfred M. & Openshaw, Stan, 1995. "A Framework for Research on Spatial Analysis Relevant to Geo-Statistical Informations Systems in Europe," MPRA Paper 77814, University Library of Munich, Germany.
More about this item
Keywords
n.a.;JEL classification:
- C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pra:mprapa:77794. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joachim Winter (email available below). General contact details of provider: https://edirc.repec.org/data/vfmunde.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.