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Alfredo Nespoli
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 6
Top Topics
Short Term
Deep Learning
Computational Load
Electric Vehicles
Top Venues
IEEE Access
IEEE Trans. Intell. Transp. Syst.
IJCNN
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Publications
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Silvana Matrone
,
Emanuele Ogliari
,
Alfredo Nespoli
,
Sonia Leva
Electric Vehicle Supply Equipment Day-Ahead Power Forecast Based on Deep Learning and the Attention Mechanism.
IEEE Trans. Intell. Transp. Syst.
25 (8) (2024)
Alfredo Nespoli
,
Emanuele Ogliari
,
Sonia Leva
User Behavior Clustering Based Method for EV Charging Forecast.
IEEE Access
11 (2023)
Silvana Matrone
,
Emanuele Giovanni Carlo Ogliari
,
Alfredo Nespoli
,
Giambattista Gruosso
,
Alessandro Gandelli
Electric Vehicles Charging Sessions Classification Technique for Optimized Battery Charge Based on Machine Learning.
IEEE Access
11 (2023)
Alfredo Nespoli
,
Sonia Leva
,
Marco Mussetta
,
Emanuele Giovanni Carlo Ogliari
A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting.
IEEE Access
10 (2022)
Sonia Leva
,
Alfredo Nespoli
,
Silvia Pretto
,
Marco Mussetta
,
Emanuele Ogliari
PV Plant Power Nowcasting: A Real Case Comparative Study With an Open Access Dataset.
IEEE Access
8 (2020)
Alfredo Nespoli
,
Emanuele Ogliari
,
Alberto Dolara
,
Francesco Grimaccia
,
Sonia Leva
,
Marco Mussetta
Validation of ANN Training Approaches for Day-Ahead Photovoltaic Forecasts.
IJCNN
(2018)