2020
The analysis of big data on cities and regions – Some computational and statistical challenges, with Schintler LA. In Glaeser ED, Kourtit K and Nijkamp P (eds): Urban Empires. Cities as Global Rulers in the New Urban World, pp 197-209. Routledge
2019
The nexus of entrepreneurship and regional development, with Nijkamp P. In Capello R and Nijkamp P (eds): Handbook of Regional Dynamics and Growth: Advances in Regional Economics, revised and extended second edition, pp 198-217. Edward Elgar
2016
Spatial regression-based model specifications for exogenous and endogenous spatial interaction, with LeSage JP. In Patuelli R and Arbia G (eds): Spatial Econometric Interaction Modelling, pp 15-36. Springer
2015
Neural networks: A class of flexible non-linear models for regression and classification. In Karlsson C, Andersson M and Norman T (eds): Handbook of Research Methods and Applications in Economic Geography, pp 172-192. Edward Elgar
Spatial analysis in geography. In Wright, J.D (editor-in-chief): International Encyclopedia of the Social & Behavioral Sciences, second edition, vol 23, pp 94-99. Elsevier
Neural spatial interaction models. Network training, model complexity and generalization performance. In Murgante B et al (eds): Computational Science and its Applications-ICCSA 2013, Part IV [= Lecture Notes in Computer Science, vol 7974], pp 1-16. Springer
2010
Spatial econometric methods for modeling of origin-destination flows, with LeSage JP. In Fischer MM and Getis A (eds): Handbook of Applied Spatial Analysis, pp 409-433. Springer
Spatial interaction and spatial autocorrelation, with Reismann M and Scherngell T. In Anselin L and Rey S (eds): Perspectives on Spatial Data Analysis, pp 61-79. Springer
Spatial interaction models. In Warf B (ed): Encyclopedia of Geography, pp 2645-2647. Sage Publications
2009
Patents, patent citations and the geography of knowledge spillovers in Europe, with Scherngell T and Jansenberger E. In Karlsson, C, Andersson AE, Cheshire PC and Stough RR (eds): New Directions in Regional Economic Development, pp 331-345. Springer
Principles of neural spatial interaction modeling. In Sonis M and Hewings GJD (eds): Tool Kits in Regional Science. Theory, Models, and Estimation, pp 199-214. Springer
2004
GIS and network analysis. In Hensher D, Button K, Haynes K and Stopher P (eds): Handbook of Transport Geography and Spatial Systems, pp 391-408. Elsevier
Spatial interaction modelling: Neural network methods and global optimization, with Hlavackova-Schindler K. In Diappi L (ed): Evolving Cities. Geocomputation in Territorial Planning, pp 45-61. Ashgate
Spatial interaction models: From the gravity to the neural network approach, with Reggiani A. In Capello R and Nijkamp P (eds): Urban Dynamics and Growth. Advances in Urban Economics [=Contributions to Economic Analysis 266], pp 319-346. Elsevier
2002
A novel modular product unit neural network for modelling constrained spatial interaction flows. In Proceedings of the IEEE 2002 World Congress on Computational Intelligence: 2002 Congress on Evolutionary Computation, pp 1215-1220. IEEE Press
2001
Central issues in neural spatial interaction modelling: The model selection and the parameter estimation problem. In Gastaldi M and Reggiani A (eds): New Analytical Advances in Transportation and Spatial Dynamics, pp 3-19. Routledge, Abingdon [UK]
Neural network ensembles and their application to traffic flow prediction in telecommunication networks, with Yao X and Brown G. In Proceedings of the 2001 IEEE-INNS-ENNS International Joint Conference on Neural Networks, pp 693-698. IEEE Press
2000
Methodological challenges in neural spatial interaction modelling: The issue of model selection. In Reggiani A (ed) Spatial Economic Science: New Frontiers in Theory and Methodology, pp 89-101. Springer
Spatial interaction models and the role of geographic information systems. In Wegener M and Fotheringham S (eds): Spatial Models and GIS: New Potential and New Models, pp 33-43. Taylor & Francis
Travel demand – Theory. In Polak JB and Heertje A (eds): Analytical Transport Economics, pp 51-78. Edward Elgar
1999
An evolutionary mutation-based algorithm for weight training in neural networks for telecommunication flow modelling, with Hlávacková-Schindler K and Reismann M. In Mohammadian M (ed) Computational Intelligence for Modelling, Control and Automation, pp 54-59. IOS Press
1997
Fuzzy ARTMAP – A neural classifier for multispectral image classification, with Gopal S. In Fischer MM and Getis A (eds): Recent Developments in Spatial Analysis - Spatial Statistics, Behavioural Modelling and Computational Intelligence, pp 306-335. Springer
Spectral pattern recognition by a two layer perceptron: Effects of training set size, with Staufer P. In Kanellopoulos I, Wilkinson G, Roli F and Austin J (eds): Neurocomputation in Remote Sensing Data Analysis, pp. 105-116. Springer
1996
A comparison of three neural network classifiers for remote sensing classification, with Gopal S. In Proceedings of the International Geoscience and Remote Sensing Symposium, vol 1, pp 787-789. IEEE Press
1994
Contact decision behaviour in a knowledge context: A discrete choice modelling approach using stated preference data, with Maggi R and Rammer C. In Karlsson C, Johansson B and Westin L (eds): Patterns in a Network Economy, pp 229-241. Springer
Networks for process innovation by firms: Conjectures from observations in three countries, with Johansson B. In Karlsson C, Johansson B and Westin L (eds): Patterns in a Network Economy, pp 261-274. Springer
1993
Design and use of geographic information systems and spatial models, with Nijkamp P. In Fischer MM and Nijkamp P (eds): Geographic Information Systems, Spatial Modelling and Policy Evaluation, pp 1-13. Springer
Scholarly communication in Europe. Stated communication media and contact decision models based on laboratory choice experiments in universities, with Maggi R and Rammer C. In Nijkamp P (ed) Europe on the Move, pp 311-330. Avebury
1990
Account of different views in dynamic choice processes, with Haag G, Sonis M and Weidlich W. In Fischer MM, Nijkamp P and Papageorgiou YY (eds): Spatial Choices and Processes, pp 17-47. North-Holland
1987
Current trends in regional labour markets, with Nijkamp P. In Gordon I (ed) Unemployment, Regions and Labour Markets: Reactions to Recession [= London Papers in Regional Science 17], pp 15-43. Pion
Some fundamental problems in homogeneous and functional regional taxonomy. In Bahrenberg G, Deiters J, Fischer MM, Hard G and Löffler G (eds): Geographie des Menschen – Dietrich Bartels zum Gedenken, pp 267-282. University of Bremen Press
1986
Theory testing via the latent variable model approach LISREL. In Bahrenberg G and Fischer MM (eds): Theoretical and Quantitative Geography, Bremer Beiträge zur Geographie und Raumplanung 8, pp 60-84. University of Bremen Press
1984
Theory and testing in empirical sciences. In Bahrenberg G, Fischer MM and Nijkamp P (eds): Recent Developments in Spatial Data Analysis: Methodology, Measurement, Models, pp 51-71. Gower
Structuring relation matrices: Hierarchical migration patterns in the Federal Republic of Germany, with Slater PB. In Bahrenberg G. and Fischer MM (eds): Theorie und quantitative Methodik in der Geographie, Bremer Beiträge zur Geographie und Raumplanung 5, pp 174-201. University of Bremen Press