Alessandro Crivellari

LSTM-Based Deep Learning Model for Predicting Individual Mobility Traces of Short-Term Foreign Tourists

Alessandro Crivellari, Euro Beinat, E. Beinat, 2020, Sustainability.

Beyond Spatial Proximity - Classifying Parks and Their Visitors in London Based on Spatiotemporal and Sentiment Analysis of Twitter Data

Thomas Blaschke, Bernd Resch, Alessandro Crivellari, 2018, ISPRS Int. J. Geo Inf..

Forecasting Spatially-Distributed Urban Traffic Volumes via Multi-Target LSTM-Based Neural Network Regressor

Alessandro Crivellari, Euro Beinat, E. Beinat, 2020, Mathematics.

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, E. Beinat, 2019, ISPRS Int. J. Geo Inf..

Identifying Foreign Tourists’ Nationality from Mobility Traces via LSTM Neural Network and Location Embeddings

Alessandro Crivellari, Euro Beinat, E. Beinat, 2019, Applied Sciences.

Trace2trace—A Feasibility Study on Neural Machine Translation Applied to Human Motion Trajectories

Alessandro Crivellari, Euro Beinat, E. Beinat, 2020, Sensors.

CrimeVec - Exploring Spatial-Temporal Based Vector Representations of Urban Crime Types and Crime-Related Urban Regions

Alessandro Crivellari, Alina Ristea, Alessandro Crivellari, 2021, ISPRS Int. J. Geo Inf..