Federico Gatta

According to our database, Federico Gatta authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

Optimizing liquidity provision in Uniswap v3 via physics-informed neural networks.

Salvatore Cuomo, Federico Gatta, Vincenzo Vocca

J. Comput. Appl. Math., 2026

2024

Predictive maintenance for offshore oil wells by means of deep learning features extraction.

Federico Gatta, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli

Expert Syst. J. Knowl. Eng., February, 2024

2023

ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting.

Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli

Inf. Fusion, December, 2023

Statistical arbitrage in the stock markets by the means of multiple time horizons clustering.

Federico Gatta, Carmela Iorio, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo

Neural Comput. Appl., June, 2023

2022

Neural networks generative models for time series.

Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli

J. King Saud Univ. Comput. Inf. Sci., 2022

An unsupervised learning framework for marketneutral portfolio.

Salvatore Cuomo, Federico Gatta, Fabio Giampaolo, Carmela Iorio, Francesco Piccialli

Expert Syst. Appl., 2022

A machine learning-based approach for mercury detection in marine waters.

Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022