Julian Hagenauer, Diplom Computer Scientist
Research interests
- Data Mining
- Agent-based Modelling
- Optimization
Subject of thesis
Offered Courses
- Winter 2010/2011: Agentenmodelle in der Physio- und Humangeographie
Publications
Hagenauer, J and Helbich, M, 2012 Contextual Neural Gas for Spatial Clustering and Analysis. International Journal of Geographical Information Science (IJGIS). Taylor & Francis. (accepted)
Hagenauer, J and Helbich, M 2011 Mining urban land use patterns from
volunteered geographic information by means of genetic algorithms and
artificial neural networks. International Journal of Geographic
Information Science: (accepted)
Hagenauer, J and Helbich, M 2011 Abgrenzung urbaner Räume mittels
OpenStreetMap und maschinellen Lernverfahren. In: Beiträge zum 16.
Fortbildungsseminar Geoinformationssysteme. Munich, Germany
Hagenauer, J, Helbich, M and Leitner, M 2011 Visualization of Crime
Trajectories with Self-Organizing Maps: A Case Study on Evaluating the
Impact of Hurricanes on Spatio-Temporal Crime Hotspots. In: Proceedings
of the 25th International Cartographic Conference. Paris, France
Helbich, M, Hagenauer, J and Leitner, M 2011 Raum-zeitliche Analyse von
Verbrechenshotspots mittels Trajektorien und Selbst-organisierenden
Karten. In: Beiträge zum 19. Deutschsprachiges Kolloquium für Theorie
und Quantitative Methoden in der Geographie. Heidelberg, Germany
Roick, O, Hagenauer, J and Zipf, A 2011 OSMatrix - Grid-based analysis
and visualization of OpenStreetMap. In: Proceedings of the 1st European
State of the Map. Vienna, Austria