Julian Hagenauer

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 10

Top Venues

Int. J. Geogr. Inf. Sci.

J. Geogr. Syst.

Trans. GIS

Data

Heidelberg University (PHD)

Education History

Heidelberg University

PHD

Publications

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)
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)
Hossein Shafizadeh-Moghadam, Masoud Minaei, Himan Shahabi, Julian Hagenauer
Big data in Geohazard; pattern mining and large scale analysis of landslides in Iran. Earth Sci. Informatics 12 (1) (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)
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)
Julian Hagenauer
Weighted merge context for clustering and quantizing spatial data with self-organizing neural networks. J. Geogr. Syst. 18 (1) (2016)
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)
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)
Julian Hagenauer, Marco Helbich
Contextual neural gas for spatial clustering and analysis. Int. J. Geogr. Inf. Sci. 27 (2) (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)

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Publication Activity (10 Years)

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Julian Hagenauer