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Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study.

H. Shafizadeh-Moghadam, J. Hagenauer, M. Farajzadeh, and M. Helbich. International Journal of Geographical Information Science, 29 (4): 606-623 (2015)

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Steffen Helbich University of Stuttgart

Marco Ströbel University of Stuttgart

Marco Maier University of Stuttgart

Marco Testa University of Stuttgart

Dr. Marco Spurk University of Stuttgart

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Analyzing Human Activities Through Volunteered Geographic Information: Using Flickr to Analyze Spatial and Temporal Pattern of Tourist Accommodation.Y. Sun, H. Fan, M. Helbich, and A. Zipf. Progress in Location-Based Services, Springer, (2013)Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany.J. Hagenauer, H. Omrani, and M. Helbich. International Journal of Geographical Information Science, 33 (7): 1399-1419 (2019)Boosting the predictive accuracy of urban hedonic house price models through airborne laser scanning.M. Helbich, A. Jochem, W. Mücke, and B. Höfle. Computers, Environment and Urban Systems, (2013)Data on Healthy Food Accessibility in Amsterdam, The Netherlands.M. Helbich, and J. Hagenauer. Data, 2 (1): 7 (2017)A Morphological Approach to Predicting Urban Expansion.J. Arsanjani, M. Helbich, and A. Mousivand. Trans. GIS, 18 (2): 219-233 (2014)The land transformation model-cluster framework: Applying k-means and the Spark computing environment for large scale land change analytics.H. Omrani, B. Parmentier, M. Helbich, and B. Pijanowski. Environmental Modelling and Software, (2019)Contextual neural gas for spatial clustering and analysis.J. Hagenauer, and M. Helbich. International Journal of Geographical Information Science, 27 (2): 251-266 (2013)Frontiers in Spatial and Spatiotemporal Crime Analytics - An Editorial.M. Helbich, and M. Leitner. ISPRS Int. J. Geo-Information, 6 (3): 73 (2017)Spatially varying coefficient models in real estate: Eigenvector spatial filtering and alternative approaches.M. Helbich, and D. Griffith. Computers, Environment and Urban Systems, (2016)The emergence and evolution of OpenStreetMap: a cellular automata approach.J. Arsanjani, M. Helbich, M. Bakillah, and L. Loos. Int. J. Digital Earth, 8 (1): 74-88 (2015)