Marco Helbich

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 16

Top Topics

Spatial Filtering

Comparative Study

Machine Learning

Top Venues

Int. J. Geogr. Inf. Sci.

ISPRS Int. J. Geo Inf.

Publications

Matthew Danish, S. M. Labib, Britta Ricker, Marco Helbich
A citizen science toolkit to collect human perceptions of urban environments using open street view images. CoRR (2024)
Marco Helbich, Matthew Danish, SM Labib, Britta Ricker
To use or not to use proprietary street view images in (health and place) research? That is the question. CoRR (2024)
Marco Helbich, Julian Hagenauer
Letter to the Editor in reference to the article entitled '4D-GWR: geographically, altitudinal, and temporally weighted regression'. Neural Comput. Appl. 35 (8) (2023)
Julian Hagenauer, Marco Helbich
A geographically weighted artificial neural network. Int. J. Geogr. Inf. Sci. 36 (2) (2022)
Aynaz Lotfata, Stefanos Georganos, Stamatis Kalogirou, Marco Helbich
Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA. ISPRS Int. J. Geo Inf. 11 (11) (2022)
Amit Birenboim, Marco Helbich, Mei-Po Kwan
Advances in portable sensing for urban environments: Understanding cities from a mobility perspective. Comput. Environ. Urban Syst. 88 (2021)
Navid Mahdizadeh Gharakhanlou, Navid Hooshangi, Marco Helbich
A Spatial Agent-Based Model to Assess the Spread of Malaria in Relation to Anti-Malaria Interventions in Southeast Iran. ISPRS Int. J. Geo Inf. 9 (9) (2020)
Markus Rasmusson, Marco Helbich
The Relationship between Near-Repeat Street Robbery and the Environment: Evidence from Malmö, Sweden. ISPRS Int. J. Geo Inf. 9 (4) (2020)
Julian Hagenauer, Hichem Omrani, Marco Helbich
Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany. Int. J. Geogr. Inf. Sci. 33 (7) (2019)
Hichem Omrani, Benoit Parmentier, Marco Helbich, Bryan C. Pijanowski
-means and the Spark computing environment for large scale land change analytics. Environ. Model. Softw. 111 (2019)
Julian Hagenauer, Marco Helbich
Local modelling of land consumption in Germany with RegioClust. Int. J. Appl. Earth Obs. Geoinformation 65 (2018)
Marco Helbich, Julian Hagenauer
Data on Healthy Food Accessibility in Amsterdam, The Netherlands. Data 2 (1) (2017)
Marco Helbich, Michael Leitner
Frontiers in Spatial and Spatiotemporal Crime Analytics - An Editorial. ISPRS Int. J. Geo Inf. 6 (3) (2017)
Julian Hagenauer, Marco Helbich
A comparative study of machine learning classifiers for modeling travel mode choice. Expert Syst. Appl. 78 (2017)
Julian Hagenauer, Marco Helbich
etworks. Trans. GIS 20 (5) (2016)
Marco Helbich, Daniel A. Griffith
Spatially varying coefficient models in real estate: Eigenvector spatial filtering and alternative approaches. Comput. Environ. Urban Syst. 57 (2016)
Jamal Jokar Arsanjani, Marco Helbich, Mohamed Bakillah, Lukas Loos
The emergence and evolution of OpenStreetMap: a cellular automata approach. Int. J. Digit. Earth 8 (1) (2015)
Hossein Shafizadeh-Moghadam, Julian Hagenauer, Manuchehr Farajzadeh, Marco Helbich
Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study. Int. J. Geogr. Inf. Sci. 29 (4) (2015)
Hossein Shafizadeh-Moghadam, Marco Helbich
Spatiotemporal variability of urban growth factors: A global and local perspective on the megacity of Mumbai. Int. J. Appl. Earth Obs. Geoinformation 35 (2015)
Jamal Jokar Arsanjani, Peter Mooney, Marco Helbich, Alexander Zipf
An Exploration of Future Patterns of the Contributions to OpenStreetMap and Development of a Contribution Index. Trans. GIS 19 (6) (2015)
Jamal Jokar Arsanjani, Marco Helbich, Ali Jafar Mousivand
A Morphological Approach to Predicting Urban Expansion. Trans. GIS 18 (2) (2014)
Michael Kuntz, Marco Helbich
Geostatistical mapping of real estate prices: an empirical comparison of kriging and cokriging. Int. J. Geogr. Inf. Sci. 28 (9) (2014)
Jamal Jokar Arsanjani, Marco Helbich, Mohamed Bakillah, Julian Hagenauer, Alexander Zipf
Toward mapping land-use patterns from volunteered geographic information. Int. J. Geogr. Inf. Sci. 27 (12) (2013)
Julian Hagenauer, Marco Helbich
Hierarchical self-organizing maps for clustering spatiotemporal data. Int. J. Geogr. Inf. Sci. 27 (10) (2013)
Marco Helbich, Andreas Jochem, Werner Mücke, Bernhard Höfle
Boosting the predictive accuracy of urban hedonic house price models through airborne laser scanning. Comput. Environ. Urban Syst. 39 (2013)
Julian Hagenauer, Marco Helbich
Contextual neural gas for spatial clustering and analysis. Int. J. Geogr. Inf. Sci. 27 (2) (2013)
Jamal Jokar Arsanjani, Marco Helbich, Wolfgang Kainz, Ali Darvishi Boloorani
Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Julian Hagenauer, Marco Helbich
Mining urban land-use patterns from volunteered geographic information by means of genetic algorithms and artificial neural networks. Int. J. Geogr. Inf. Sci. 26 (6) (2012)
Marco Helbich, Michael Leitner
Evaluation of Spatial Cluster Detection Algorithms for Crime Locations. GfKl (2010)