Marco Helbich

33 papers Journal 29Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A citizen science toolkit to collect human perceptions of urban environments using open street view images.
Comput. Environ. Urban Syst.
Matthew Danish, S. M. Labib, Britta Ricker, Marco Helbich
2024 J jnl
A citizen science toolkit to collect human perceptions of urban environments using open street view images.
CoRR
Matthew Danish, S. M. Labib, Britta Ricker, Marco Helbich
2024 J jnl
To use or not to use proprietary street view images in (health and place) research? That is the question.
CoRR
Marco Helbich, Matthew Danish, S. M. Labib, Britta Ricker
2023 J jnl
Letter to the Editor in reference to the article entitled '4D-GWR: geographically, altitudinal, and temporally weighted regression'.
Neural Comput. Appl.
Marco Helbich, Julian Hagenauer
2022 J jnl
A geographically weighted artificial neural network.
Int. J. Geogr. Inf. Sci.
Julian Hagenauer, Marco Helbich
2022 J jnl
Ecological Associations between Obesity Prevalence and Neighborhood Determinants Using Spatial Machine Learning in Chicago, Illinois, USA.
ISPRS Int. J. Geo Inf.
Aynaz Lotfata, Stefanos Georganos, Stamatis Kalogirou, Marco Helbich
2021 J jnl
Advances in portable sensing for urban environments: Understanding cities from a mobility perspective.
Comput. Environ. Urban Syst.
Amit Birenboim, Marco Helbich, Mei-Po Kwan
2020 J jnl
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.
Navid Mahdizadeh Gharakhanlou, Navid Hooshangi, Marco Helbich
2020 J jnl
The Relationship between Near-Repeat Street Robbery and the Environment: Evidence from Malmö, Sweden.
ISPRS Int. J. Geo Inf.
Markus Rasmusson, Marco Helbich
2019 J jnl
Assessing the performance of 38 machine learning models: the case of land consumption rates in Bavaria, Germany.
Int. J. Geogr. Inf. Sci.
Julian Hagenauer, Hichem Omrani, Marco Helbich
2019 J jnl
The land transformation model-cluster framework: Applying
Environ. Model. Softw.
Hichem Omrani, Benoit Parmentier, Marco Helbich, Bryan C. Pijanowski
2018 J jnl
Local modelling of land consumption in Germany with RegioClust.
Int. J. Appl. Earth Obs. Geoinformation
Julian Hagenauer, Marco Helbich
2017 J jnl
A comparative study of machine learning classifiers for modeling travel mode choice.
Expert Syst. Appl.
Julian Hagenauer, Marco Helbich
2017 J jnl
Data on Healthy Food Accessibility in Amsterdam, The Netherlands.
Data
Marco Helbich, Julian Hagenauer
2017 J jnl
Frontiers in Spatial and Spatiotemporal Crime Analytics - An Editorial.
ISPRS Int. J. Geo Inf.
Marco Helbich, Michael Leitner
2016 J jnl
SPAWNN: A Toolkit for
Trans. GIS
Julian Hagenauer, Marco Helbich
2016 J jnl
Spatially varying coefficient models in real estate: Eigenvector spatial filtering and alternative approaches.
Comput. Environ. Urban Syst.
Marco Helbich, Daniel A. Griffith
2015 J jnl
An Exploration of Future Patterns of the Contributions to OpenStreetMap and Development of a Contribution Index.
Trans. GIS
Jamal Jokar Arsanjani, Peter Mooney, Marco Helbich, Alexander Zipf
2015 — ch.
An Introduction to OpenStreetMap in Geographic Information Science: Experiences, Research, and Applications.
OpenStreetMap in GIScience
Jamal Jokar Arsanjani, Alexander Zipf, Peter Mooney, Marco Helbich
2015 — book
OpenStreetMap in GIScience - Experiences, Research, and Applications
Jamal Jokar Arsanjani, Alexander Zipf, Peter Mooney, Marco Helbich
2015 J jnl
Performance analysis of radial basis function networks and multi-layer perceptron networks in modeling urban change: a case study.
Int. J. Geogr. Inf. Sci.
Hossein Shafizadeh-Moghadam, Julian Hagenauer, Manuchehr Farajzadeh, Marco Helbich
2015 J jnl
Spatiotemporal variability of urban growth factors: A global and local perspective on the megacity of Mumbai.
Int. J. Appl. Earth Obs. Geoinformation
Hossein Shafizadeh-Moghadam, Marco Helbich
2015 J jnl
The emergence and evolution of OpenStreetMap: a cellular automata approach.
Int. J. Digit. Earth
Jamal Jokar Arsanjani, Marco Helbich, Mohamed Bakillah, Lukas Loos
2014 J jnl
A Morphological Approach to Predicting Urban Expansion.
Trans. GIS
Jamal Jokar Arsanjani, Marco Helbich, Ali Jafar Mousivand
2014 J jnl
Geostatistical mapping of real estate prices: an empirical comparison of kriging and cokriging.
Int. J. Geogr. Inf. Sci.
Michael Kuntz, Marco Helbich
2013 — ch.
Analyzing Human Activities Through Volunteered Geographic Information: Using Flickr to Analyze Spatial and Temporal Pattern of Tourist Accommodation.
Progress in Location-Based Services
Yeran Sun, Hongchao Fan, Marco Helbich, Alexander Zipf
2013 J jnl
Boosting the predictive accuracy of urban hedonic house price models through airborne laser scanning.
Comput. Environ. Urban Syst.
Marco Helbich, Andreas Jochem, Werner Mücke, Bernhard Höfle
2013 J jnl
Contextual neural gas for spatial clustering and analysis.
Int. J. Geogr. Inf. Sci.
Julian Hagenauer, Marco Helbich
2013 J jnl
Hierarchical self-organizing maps for clustering spatiotemporal data.
Int. J. Geogr. Inf. Sci.
Julian Hagenauer, Marco Helbich
2013 J jnl
Integration of logistic regression, Markov chain and cellular automata models to simulate urban expansion.
Int. J. Appl. Earth Obs. Geoinformation
Jamal Jokar Arsanjani, Marco Helbich, Wolfgang Kainz, Ali Darvishi Boloorani
2013 J jnl
Toward mapping land-use patterns from volunteered geographic information.
Int. J. Geogr. Inf. Sci.
Jamal Jokar Arsanjani, Marco Helbich, Mohamed Bakillah, Julian Hagenauer, Alexander Zipf
2012 J jnl
Mining urban land-use patterns from volunteered geographic information by means of genetic algorithms and artificial neural networks.
Int. J. Geogr. Inf. Sci.
Julian Hagenauer, Marco Helbich
2010 — conf
Evaluation of Spatial Cluster Detection Algorithms for Crime Locations.
GfKl
Marco Helbich, Michael Leitner