Matteo Salis

According to our database, Matteo Salis authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Pure and Physics-Guided Deep Learning Solutions for Spatio-Temporal Groundwater Level Prediction at Arbitrary Locations.

Matteo Salis, Gabriele Sartor, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto

CoRR, March, 2026

2025

Deep Learning for Spatio-Temporal Environmental Phenomena and Application to Underground Water Resources. (Apprentissage profond pour les phénomènes environnementaux spatio-temporels et application aux ressources en eau souterraines).

Matteo Salis

PhD thesis, 2025

Time Distributed Deep Learning Models for Purely Exogenous Forecasting: Application to Water Table Depth Predictions Using Weather Image Time Series.

Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo

Environ. Model. Softw., 2025

Deep learning tools to support deforestation monitoring in Ivory Coast using SAR and optical satellite imagery.

Gabriele Sartor, Matteo Salis, Stefano Pinardi, Ozgur Saracik, Rosa Meo

Int. J. Appl. Earth Obs. Geoinformation, 2025

Extending Model-Agnostic XAI Methods for Regression Tasks in Spatio-Temporal Domains.

Matteo Salis, Gabriele Sartor, Marco Pellegrino, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto

Proceedings of the Discovery Science - 28th International Conference, 2025

2024

Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction using Weather Image Time Series.

Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo

CoRR, 2024

What's Behind This Water Table Depth Forecasting? RISE Application for Spatial, Temporal, and Spatio-Temporal Explanations.

Matteo Salis, Gabriele Sartor, Marco Pellegrino, Stefano Ferraris, Abdourrahmane M. Atto, Rosa Meo

Proceedings of the International Workshop on Artificial Intelligence for Climate Change, 2024

2023

Machine Learning as a Strategic Tool for Helping Cocoa Farmers in Côte D'Ivoire.

Stefano Ferraris, Rosa Meo, Stefano Pinardi, Matteo Salis, Gabriele Sartor

Sensors, September, 2023