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Davide Ferdinando Napolitano
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Year
Building envelope design: Multi-objective optimization to minimize energy consumption, global cost and thermal discomfort. Application to different Italian climatic zones
F Ascione, N Bianco, GM Mauro, DF Napolitano
Energy 174, 359-374, 2019
2172019
A real industrial building: Modeling, calibration and Pareto optimization of energy retrofit
F Ascione, N Bianco, T Iovane, GM Mauro, DF Napolitano, A Ruggiano, ...
Journal of Building Engineering 29, 101186, 2020
732020
Retrofit of villas on Mediterranean coastlines: Pareto optimization with a view to energy-efficiency and cost-effectiveness
F Ascione, N Bianco, GM Mauro, DF Napolitano
Applied energy 254, 113705, 2019
652019
A multi-criteria approach to achieve constrained cost-optimal energy retrofits of buildings by mitigating climate change and urban overheating
F Ascione, N Bianco, GM Mauro, DF Napolitano, GP Vanoli
Climate 6 (2), 37, 2018
332018
Knowledge and energy retrofitting of neighborhoods and districts. A comprehensive approach coupling geographical information systems, building simulations and optimization engines
F Ascione, N Bianco, GM Mauro, DF Napolitano
Energy conversion and management 230, 113786, 2021
312021
Weather-data-based control of space heating operation via multi-objective optimization: Application to Italian residential buildings
F Ascione, N Bianco, GM Mauro, DF Napolitano, GP Vanoli
Applied Thermal Engineering 163, 114384, 2019
292019
Comprehensive analysis to drive the energy retrofit of a neighborhood by optimizing the solar energy exploitation–An Italian case study
F Ascione, N Bianco, GM Mauro, DF Napolitano, GP Vanoli
Journal of Cleaner Production 314, 127998, 2021
182021
Effects of global warming on energy retrofit planning of neighborhoods under stochastic human behavior
F Ascione, N Bianco, GM Mauro, DF Napolitano
Energy and Buildings 250, 111306, 2021
112021
Building heating demand vs climate: Deep insights to achieve a novel heating stress index and climatic stress curves
F Ascione, N Bianco, GM Mauro, DF Napolitano, GP Vanoli
Journal of Cleaner Production 296, 126616, 2021
112021
Villas on Islands: cost-effective energy refurbishment in Mediterranean coastline houses
F Ascione, N Bianco, GM Mauro, DF Napolitano
Energy Procedia 159, 192-200, 2019
112019
Optimization of solar energy exploitation for a neighborhood towards nearly zero energy buildings
F Ascione, N Bianco, GM Mauro, DF Napolitano, GP Vanoli
2020 5th International Conference on Smart and Sustainable Technologies …, 2020
72020
Development of an analytical model to investigate the effects of the extraflux versus the sky and the ground and optimization of the radiative characteristics of a …
F Ascione, N Bianco, T Iovane, GM Mauro, DF Napolitano
AIP Conference Proceedings 2191 (1), 2019
32019
Polito at multi-fake-detective: Improving fnd-clip for multimodal italian fake news detection
L D’Amico, D Napolitano, L Vaiani, L Cagliero
Proceedings of the Eighth Evaluation Campaign of Natural Language Processing …, 2023
22023
Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach.
D Napolitano, L Vaiani, L Cagliero
EDBT/ICDT Workshops, 2023
22023
Energy Analysis of a Real Industrial Building: Model Development, Calibration via Genetic Algorithm and Monitored Data, Optimization of Photovoltaic Integration
S Ardizio, F Ascione, N Bianco, GM Mauro, DF Napolitano
Journal of Construction Research 1 (1), 30-42, 2019
22019
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets
D Napolitano, L Cagliero
2023 IEEE 47th Annual Computers, Software, and Applications Conference …, 2023
12023
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
D Napolitano, L Vaiani, L Cagliero
arXiv preprint arXiv:2310.09432, 2023
2023
Log Analysis: Topic Modeling applications on fine-features data processing system
D Napolitano
Politecnico di Torino, 2022
2022
Progettazione energetica ed ambientale degli edifici: studi sull'ottimizzazione multi-obiettivo, dal singolo edificio al distretto.
DF Napolitano
Università degli studi di Bergamo, 2022
2022
A social housing district upgraded to an nZEB settlement: a real case study in the southern Italy coastline
F Ascione, N Bianco, A Di Lorenzo, M Mastellone, GM Mauro, ...
Conference Proceedings-9th Global Conference on Global Warming-GCGW 2021, 13-16, 2021
2021
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