Mariaelena Berlotti

According to our database, Mariaelena Berlotti authored at least 10 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Cross-City Generalization of Air Quality Prediction: A Domain-Adversarial Learning Approach.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Daniel G. Costa

Proceedings of the IEEE International Smart Cities Conference, 2025

Modelling and Clustering Patterns from Smart Meter Data in Water Distribution Systems.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Roberto Gueli

Proceedings of the 27th International Conference on Enterprise Information Systems, 2025

Smart Meter Data Analysis: Modelling And Clustering Patterns In Water Distribution Systems.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Roberto Gueli

Proceedings of the 39th ECMS International Conference on Modelling and Simulation, 2025

Data-Driven Prediction of High-Risk Situations for Cyclists Through Spatiotemporal Patterns and Environmental Conditions.

Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Daniel G. Costa

Proceedings of the 14th International Conference on Data Science, 2025

2024

Proposal of a Machine Learning Approach for Traffic Flow Prediction.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri

Sensors, April, 2024

AI-Powered Urban Mobility Analysis for Advanced Traffic Flow Forecasting.

Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri

Proceedings of the 13th International Conference on Smart Cities and Green ICT Systems, 2024

Optimizing Planning Strategies: A Machine Learning Forecasting Model for Energy Aggregators and Hydropower Producers.

Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Roberto Gueli

Proceedings of the 26th International Conference on Enterprise Information Systems, 2024

2023

A Proactive Approach for the Sustainable Management of Water Distribution Systems.

Sarah Di Grande, Mariaelena Berlotti, Salvatore Cavalieri, Roberto Gueli

Proceedings of the 12th International Conference on Data Science, 2023

Detection and Prediction of Leakages in Water Distribution Networks.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Roberto Gueli

Proceedings of the 12th International Conference on Data Science, 2023

Proposal of an AI based approach for Urban Traffic Prediction from Mobility Data.

Mariaelena Berlotti, Sarah Di Grande, Salvatore Cavalieri, Vincenza Torrisi, Giuseppe Inturri

Proceedings of the IEEE International Conference on Big Data, 2023