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Julian Hagenauer
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2020 – today
- 2023
- [j14]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): 6331 (2023) - 2022
- [j13]Julian Hagenauer, Marco Helbich:
A geographically weighted artificial neural network. Int. J. Geogr. Inf. Sci. 36(2): 215-235 (2022)
2010 – 2019
- 2019
- [j12]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): 1-17 (2019) - [j11]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): 1399-1419 (2019) - 2018
- [j10]Julian Hagenauer, Marco Helbich:
Local modelling of land consumption in Germany with RegioClust. Int. J. Appl. Earth Obs. Geoinformation 65: 46-56 (2018) - 2017
- [j9]Marco Helbich, Julian Hagenauer:
Data on Healthy Food Accessibility in Amsterdam, The Netherlands. Data 2(1): 7 (2017) - [j8]Julian Hagenauer, Marco Helbich:
A comparative study of machine learning classifiers for modeling travel mode choice. Expert Syst. Appl. 78: 273-282 (2017) - 2016
- [j7]Julian Hagenauer:
Weighted merge context for clustering and quantizing spatial data with self-organizing neural networks. J. Geogr. Syst. 18(1): 1-15 (2016) - [j6]Julian Hagenauer, Marco Helbich:
SPAWNN: A Toolkit for SPatial Analysis With Self-Organizing Neural Networks. Trans. GIS 20(5): 755-774 (2016) - 2015
- [j5]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): 606-623 (2015) - 2013
- [b1]Julian Hagenauer:
Artificial neural networks: methods and applications in spatial data mining. Heidelberg University, 2013, pp. 1-144 - [j4]Julian Hagenauer, Marco Helbich:
Contextual neural gas for spatial clustering and analysis. Int. J. Geogr. Inf. Sci. 27(2): 251-266 (2013) - [j3]Julian Hagenauer, Marco Helbich:
Hierarchical self-organizing maps for clustering spatiotemporal data. Int. J. Geogr. Inf. Sci. 27(10): 2026-2042 (2013) - [j2]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): 2264-2278 (2013) - 2012
- [j1]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): 963-982 (2012)
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