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Pubblicazioni più recenti

Galli, A.; Piscitelli, M. S.; Moscato, V.; Capozzoli, A. (2022)
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 206. ISSN 0957-4174
Fan, C.; Lei, Y.; Sun, Y.; Piscitelli, M. S.; Chiosa, R.; Capozzoli, A. (2022)
Data-centric or algorithm-centric: Exploiting the performance of transfer learning for improving building energy predictions in data-scarce context. In: ENERGY, vol. 240. ISSN 0360-5442
Deltetto, D.; Coraci, D.; Pinto, G.; Piscitelli, M. S.; Capozzoli, A. (2021)
Exploring the potentialities of deep reinforcement learning for incentive-based demand response in a cluster of small commercial buildings. In: ENERGIES, vol. 14. ISSN 1996-1073
Pinto, G.; Piscitelli, M. S.; Vazquez-Canteli, J. R.; Nagy, Z.; Capozzoli, A. (2021)
Coordinated energy management for a cluster of buildings through deep reinforcement learning. In: ENERGY, vol. 229. ISSN 0360-5442
Coraci, D.; Brandi, S.; Piscitelli, M. S.; Capozzoli, A. (2021)
Online implementation of a soft actor-critic agent to enhance indoor temperature control and energy efficiency in buildings. In: ENERGIES, vol. 14. ISSN 1996-1073
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