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Assoz. Prof. Dr. Ourania Kounadi, BSc MSc
Ourania Kounadi
T: +43-1-4277-48770
https://www.researchgate.net/profile/Ourania_Kounadi
Kounadi, O., & Pődör, A. (2025). Testing spatially conscious machine learning models to forecast crime. A case study for the prediction of acquisitive crime in Budapest.. Eurocrim25 - European Society of Criminology, Athens, Griechenland.
Treitler, L., & Kounadi, O. (2025). Segmentation of Transaction Prices Submarkets in Vienna, Austria Using Multidimensional Spatiotemporal Change–DBSCAN (MDSTC-DBSCAN). ISPRS International Journal of Geo-Information, 14(2), Artikel 72. https://doi.org/10.3390/ijgi14020072
Vallejo Velázquez, M., & Kounadi, O. (2025). Extracting spatial perception and knowledge via Structured Digital Sketch Maps: A Systematic literature review. Cartography and Geographic Information Science. https://doi.org/10.1080/15230406.2024.2434629
Kounadi, O., Vallejo Velazquez, M., Huang, Q., & Pődör, A. (2025). Are Places Where People Feel Safe or Unsafe Similar to Spatial Crime Patterns? Extracting the Collective Truth of the Spatial Crime Perception Gap Using Digital Sketch Maps. Urban Science, Artikel 9(10): 397. https://doi.org/10.3390/urbansci9100397
Vallejo Velazquez, M., Kounadi, O., & Pődör, A. (2025). From individuals to collective spatial truth: data characteristics in digital participatory mapping. in Advances in Cartography and GIScience of the ICA (Band 5:33) https://doi.org/10.5194/ica-adv-5-33-2025
Bögl, L., & Kounadi, O. (2024). Introducing Spatial Heterogeneity via Regionalization Methods in Machine Learning Models for Geographical Prediction: A Spatially Conscious Paradigm. Europan Journal of Geography, 15(4), 244-255. https://doi.org/10.48088/ejg.l.boe.15.4.244.255
Huang, Q., Vallejo Velázquez, M., Podor, A., & Kounadi, O. (2024). Delineating patterns of the spatial crime perception gap (SCPG). https://www.eurocrim2024.com/_files/ugd/7a9c76_05daf3f550f74d969ec517f96f70662f.pdf
Vallejo Velázquez, M., Faka, A., & Kounadi, O. (2024). Crowdsourcing applications for monitoring the urban environment. in G. P. Petropolous, & C. Chalkias (Hrsg.), Geographical Information Science: Case Studies in Earth and Environmental Monitoring (S. 397-413). Elsevier. Vorzeitige Online-Publikation. https://doi.org/10.1016/B978-0-443-13605-4.00015-1
Huang, Q., Vallejo Velázquez, M., Podor, A., Levente, G., Bögl, L., & Kounadi, O. (2024). Mapping Crime Perception Using a Digital Sketch Map Approach. Geographiewerkstatt24, Innsbruck. https://fileshare.uibk.ac.at/f/ebef338271b44ca59816/
Khalfa, R., Snaphaan, T., Ristea, A., Kounadi, O., & Hardyns, W. (Angenommen/Im Druck). Predicting crime at micro places: Comparing different machine learning methods across different European cities. in M. Leitner (Hrsg.), New Crime Modeling and Mapping Using Geospatial Technologies https://link.springer.com/book/9783031815799
Podor, A., Kounadi, O., Vallejo Velázquez, M., & Huang, Q. (2024). Urban rehabilitation and the reflection of spatial reorganisation of crimes in citizens’ crime perception. in CINTI 2024 - IEEE 24th International Symposium on Computational Intelligence and Informatics, Proceedings (S. 99-104) https://doi.org/10.1109/CINTI63048.2024.10830845
Wiedemann, N., Janowicz, K., Raubal, M., & Kounadi, O. (2024). Where you go is who you are: a study on machine learning based semantic privacy attacks. Journal of Big Data, 11(1), Artikel 39. https://doi.org/10.1186/s40537-024-00888-8
Borsci, S., Lehtola, V. V., Nex, F., Yang, M. Y., Augustijn, E.-W., Bagheriye, L., Brune, C., Kounadi, O., Li, J., Moreira, J., Nagel, J. V. D., Veldkamp, B., Le, D. V., Wang, M., Wijnhoven, F., Wolterink, J. M., & Zurita-Milla, R. (2023). Embedding artificial intelligence in society: looking beyond the EU AI master plan using the culture cycle. AI & Society: Knowledge, Culture and Communication, 38(4), 1465-1484. https://doi.org/10.1007/s00146-021-01383-x
Khalfa, R., Snaphaan, T., Pauwels, L., Kounadi, O., & Hardyns, W. (2023). Crime within a Bandwidth: Testing “the Law of Crime Concentration at Place” in Brussels. European Journal on Criminal Policy and Research. https://doi.org/10.1007/s10610-023-09556-8
Pöppl, R., Glatzel, S., Hintermann, C., Humer, A., Kounadi, O., & Krellenberg, K. (2023). 5. Geographie-Werkstatt "The 'Grand Challenge' in der Geographie". Geographie Aktuell, 55(1).
Khalfa, R., Snaphaan, T., Ristea, A., Kounadi, O., & Hardyns, W. (2023). Predicting crime at micro-places : comparing crime prediction methods across European cities.
Liu, X., Kounadi, O., & Zurita-Milla, R. (2022). Incorporating Spatial Autocorrelation in Machine Learning Models Using Spatial Lag and Eigenvector Spatial Filtering Features. ISPRS International Journal of Geo-Information, 11(4), Artikel 242. https://doi.org/10.3390/ijgi11040242
Polzin, F., & Kounadi, O. (2021). Adaptive Voronoi Masking: A Method to Protect Confidential Discrete Spatial Data. in K. Janowicz, & J. A. Verstegen (Hrsg.), 11th International Conference on Geographic Information Science (GIScience 2021) - Part II (S. 1:1-1:17). Artikel 1 Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik GmbH. https://doi.org/10.4230/LIPIcs.GIScience.2021.II.1
Leitner, M., Glasner, P., & Kounadi, O. (2021). Geographies of Crime. in The Encyclopedia of Research Methods in Criminology and Criminal Justice (S. 60-63). John Wiley & Sons, Inc.. https://doi.org/10.1002/9781119111931.ch12
Vallejo Velazquez, M., Kounadi, O., & Podor, A. (2020). Analysis and mapping of crime perception: A quantitative approach of sketch maps. in Proceedings of the 23rd AGILE Conference on Geographic Information Science, 2020 https://doi.org/10.5194/agile-giss-1-20-2020

Current practices, challenges, and opportunities for an Evolving Location Privacy

Kounadi, O. (Vortragende*r)

Okt. 2024

Aktivität: Vorträge › Vortrag › Science to Science

Sketch maps and Geographical Cognition: A case study on crime perception

Kounadi, O. (Vortragende*r)

23 Apr. 2024 → …

Aktivität: Vorträge › Vortrag › Science to Science

Geoethics Spectrum

Kounadi, O. (Vortragende*r) & Seidl, D. (Vortragende*r)

Sept. 2022

Aktivität: Vorträge › Vortrag › Science to Science

The Privacy of Location and Geodata

Kounadi, O. (Vortragende*r)

Mai 2022

Aktivität: Vorträge › Vortrag › Science to Public

Spatial Data Scientist Career Panel Discussion

Kounadi, O. (Vortragende*r)

Dez. 2021

Aktivität: Vorträge › Vortrag › Science to Science

Abbildung und Modellierung der Kriminalitätswahrnehmungslücke

Kounadi, O. (Projektleiter*in)

1/06/23 → 31/05/26

Projekt: Forschungsförderung

Institut für Geographie und Regionalforschung

Universitätsstraße 7 (NIG)
1010 Wien
Zimmer: B0518b

T: +43-1-4277-48770

ourania.kounadi@univie.ac.at