Alina Ristea

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 10

Top Topics

Machine Learning

Spatial Analysis

Top Venues

ISPRS Int. J. Geo Inf.

Publications

Emmanuel Papadakis, Benjamin Adams, Song Gao, Bruno Martins, George Baryannis, Alina Ristea
Explainable artificial intelligence in the spatial domain (X-GeoAI). Trans. GIS 26 (6) (2022)
Alessandro Crivellari, Alina Ristea
CrimeVec - Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions. ISPRS Int. J. Geo Inf. 10 (4) (2021)
Alina Ristea, Michael Leitner
Urban Crime Mapping and Analysis Using GIS. ISPRS Int. J. Geo Inf. 9 (9) (2020)
Alina Ristea, Mohammad Al Boni, Bernd Resch, Matthew S. Gerber, Michael Leitner
Spatial crime distribution and prediction for sporting events using social media. Int. J. Geogr. Inf. Sci. 34 (9) (2020)
Anna Kovacs-Györi, Alina Ristea, Clemens Havas, Michael Mehaffy, Hartwig H. Hochmair, Bernd Resch, Levente Juhász, Arthur Lehner, Laxmi Ramasubramanian, Thomas Blaschke
Opportunities and Challenges of Geospatial Analysis for Promoting Urban Livability in the Era of Big Data and Machine Learning. ISPRS Int. J. Geo Inf. 9 (12) (2020)
Anna Kovacs-Györi, Alina Ristea, Ronald Kolcsar, Bernd Resch, Alessandro Crivellari, Thomas Blaschke
Beyond Spatial Proximity - Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data. ISPRS Int. J. Geo Inf. 7 (9) (2018)
Alina Ristea, Ourania Kounadi, Michael Leitner
Geosocial Media Data as Predictors in a GWR Application to Forecast Crime Hotspots (Short Paper). GIScience (2018)
Alina Ristea, Justin Kurland, Bernd Resch, Michael Leitner, Chad Langford
Estimating the Spatial Distribution of Crime Events around a Football Stadium from Georeferenced Tweets. ISPRS Int. J. Geo Inf. 7 (2) (2018)
Alina Ristea, Chad Langford, Michael Leitner
Relationships between crime and Twitter activity around stadiums. Geoinformatics (2017)
Alina Ristea
Integration of Social Media in Spatial Crime Analysis and Prediction Models for Events. AGILE PhD School (2017)