Beyond Spatial Proximity - Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data. - Anna Kovacs-Györi; Alina Ristea; Ronald Kolcsar; Bernd Resch; Alessandro Crivellari; Thomas Blaschke (ISPRS Int. J. Geo Inf., 2018)

From Motion Activity to Geo-Embeddings: Generating and Exploring Vector Representations of Locations, Traces and Visitors through Large-Scale Mobility Data. - Alessandro Crivellari; Euro Beinat (ISPRS Int. J. Geo Inf., 2019)

Trace2trace - A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories. - Alessandro Crivellari; Euro Beinat (Sensors, 2020)

CrimeVec - Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions. - Alessandro Crivellari; Alina Ristea (ISPRS Int. J. Geo Inf., 2021)

TraceBERT - A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences. - Alessandro Crivellari; Bernd Resch; Yuhui Shi 001 (Sensors, 2022)

Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning. - Omid Ghorbanzadeh; Alessandro Crivellari; Dirk Tiede; Pedram Ghamisi; Stefan Lang 001 (Remote. Sens., 2022)

Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery - the case of Chinese urban village detection. - Alessandro Crivellari; Hong Wei; Chunzhu Wei; Yuhui Shi 001 (Int. J. Digit. Earth, 2023)

Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection. - Omid Ghorbanzadeh; Hejar Shahabi; Sepideh Tavakkoli Piralilou; Alessandro Crivellari; Laura Elena Cue La Rosa; Clement Atzberger; Jonathan Li 001; Pedram Ghamisi (IEEE Access, 2024)

Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values. - Lixia Chu; Jeroen Nelen; Alessandro Crivellari; Dainius Masiliunas; Carola Hein; Christoph Lofi (Int. J. Digit. Earth, 2024)

Generative adversarial deep learning model for producing location-based synthetic trajectory data. - Alessandro Crivellari; Yuhui Shi 001 (Connect. Sci., 2025)