Federico Succetti | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Reti neurali e neurofuzzy per la classificazione di serie temporali energetiche	Memorie ET2024	2024
A neural network symbolic approach to structural health monitoring in aerospace applications	Proceedings of 2024 IEEE Congress on Evolutionary Computation (IEEE CEC 2024)	2024
Challenges and perspectives of smart grid systems in islands. A real case study	ENERGIES	2023
An adaptive embedding procedure for time series forecasting with deep neural networks	NEURAL NETWORKS	2023
Multivariate time series analysis for electrical power theft detection in the distribution grid	2022 IEEE International conference on environment and electrical engineering and 2022 IEEE Industrial and commercial power systems Europe, EEEIC / I and CPS Europe 2022	2022
A price-aware dynamic decision system in energy communities	2022 IEEE International conference on environment and electrical engineering and 2022 IEEE Industrial and commercial power systems Europe, EEEIC / I and CPS Europe 2022	2022
A Fast Deep Learning Technique for Wi-Fi-Based Human Activity Recognition	ELECTROMAGNETIC WAVES	2022
Nonexclusive Classification of Household Appliances by Fuzzy Deep Neural Networks	Communications in Computer and Information Science	2022
Deep learning per la predizione multivariata di serie energetiche	Memorie ET2022	2022
2-D Convolutional Deep Neural Network for Multivariate Energy Time Series Prediction	ENERGIES	2021
Time series prediction with autoencoding LSTM networks	Advances in Computational Intelligence (LNCS 12862)	2021
A blockwise embedding for multi-day-ahead prediction of energy time series by randomized deep neural networks	Proceedings of the International Joint Conference on Neural Networks	2021
Multivariate Prediction of Energy Time Series by Autoencoded LSTM Networks	21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 - Proceedings	2021
Deep Neural Networks for Electric Energy Theft and Anomaly Detection in the Distribution Grid	21st IEEE International Conference on Environment and Electrical Engineering and 2021 5th IEEE Industrial and Commercial Power System Europe, EEEIC / I and CPS Europe 2021 - Proceedings	2021
Multidimensional feeding of LSTM networks for multivariate prediction of energy time series		2020
A combined deep learning approach for time series prediction in energy environments	Conference Record - Industrial and Commercial Power Systems Technical Conference	2020
ADMM consensus for deep LSTM networks	Proceedings of the International Joint Conference on Neural Networks	2020
Deep Neural Networks for Multivariate Prediction of Photovoltaic Power Time Series	IEEE ACCESS	2020