Federico Gatta

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Representational Power

Generative Model

Top Venues

Expert Syst. J. Knowl. Eng.

Neural Comput. Appl.

ICDM (Workshops)

Publications

Federico Gatta, Fabio Giampaolo, Diletta Chiaro, Francesco Piccialli
Predictive maintenance for offshore oil wells by means of deep learning features extraction. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Fabio Giampaolo, Federico Gatta, Edoardo Prezioso, Salvatore Cuomo, Mengchu Zhou, Giancarlo Fortino, Francesco Piccialli
ENCODE - Ensemble neural combination for optimal dimensionality encoding in time-series forecasting. Inf. Fusion 100 (2023)
Federico Gatta, Carmela Iorio, Diletta Chiaro, Fabio Giampaolo, Salvatore Cuomo
Statistical arbitrage in the stock markets by the means of multiple time horizons clustering. Neural Comput. Appl. 35 (16) (2023)
Federico Gatta, Fabio Giampaolo, Edoardo Prezioso, Gang Mei, Salvatore Cuomo, Francesco Piccialli
Neural networks generative models for time series. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue) (2022)
Salvatore Cuomo, Federico Gatta, Fabio Giampaolo, Carmela Iorio, Francesco Piccialli
An unsupervised learning framework for marketneutral portfolio. Expert Syst. Appl. 192 (2022)
Francesco Piccialli, Fabio Giampaolo, Vincenzo Schiano Di Cola, Federico Gatta, Diletta Chiaro, Edoardo Prezioso, Stefano Izzo, Salvatore Cuomo
A machine learning-based approach for mercury detection in marine waters. ICDM (Workshops) (2022)