Alessandro Crivellari

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Federated LSTM-based deep learning model for privacy-preserving predictions of human trajectories across multiple data providers.
Ann. GIS
Alessandro Crivellari, Yuhui Shi
2025 J jnl
Generative adversarial deep learning model for producing location-based synthetic trajectory data.
Connect. Sci.
Alessandro Crivellari, Yuhui Shi
2024 J jnl
Contrastive Self-Supervised Learning for Globally Distributed Landslide Detection.
IEEE Access
Omid Ghorbanzadeh, Hejar Shahabi, Sepideh Tavakkoli Piralilou, Alessandro Crivellari, Laura Elena Cue La Rosa, Clement Atzberger, Jonathan Li, Pedram Ghamisi
2024 J jnl
Relationships between geo-spatial features and COVID-19 hospitalisations revealed by machine learning models and SHAP values.
Int. J. Digit. Earth
Lixia Chu, Jeroen Nelen, Alessandro Crivellari, Dainius Masiliunas, Carola Hein, Christoph Lofi
2023 J jnl
Super-resolution GANs for upscaling unplanned urban settlements from remote sensing satellite imagery - the case of Chinese urban village detection.
Int. J. Digit. Earth
Alessandro Crivellari, Hong Wei, Chunzhu Wei, Yuhui Shi
2022 J jnl
Mapping Dwellings in IDP/Refugee Settlements Using Deep Learning.
Remote. Sens.
Omid Ghorbanzadeh, Alessandro Crivellari, Dirk Tiede, Pedram Ghamisi, Stefan Lang
2022 J jnl
TraceBERT - A Feasibility Study on Reconstructing Spatial-Temporal Gaps from Incomplete Motion Trajectories via BERT Training Process on Discrete Location Sequences.
Sensors
Alessandro Crivellari, Bernd Resch, Yuhui Shi
2021 J jnl
CrimeVec - Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions.
ISPRS Int. J. Geo Inf.
Alessandro Crivellari, Alina Ristea
2020 J jnl
Trace2trace - A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories.
Sensors
Alessandro Crivellari, Euro Beinat
2019 J jnl
From Motion Activity to Geo-Embeddings: Generating and Exploring Vector Representations of Locations, Traces and Visitors through Large-Scale Mobility Data.
ISPRS Int. J. Geo Inf.
Alessandro Crivellari, Euro Beinat
2018 J jnl
Beyond Spatial Proximity - Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data.
ISPRS Int. J. Geo Inf.
Anna Kovacs-Györi, Alina Ristea, Ronald Kolcsar, Bernd Resch, Alessandro Crivellari, Thomas Blaschke