Alfonso Capozzoli

According to our database, Alfonso Capozzoli authored at least 10 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset.

Han Li, Giuseppe Pinto, Marco Savino Piscitelli, Alfonso Capozzoli, Tianzhen Hong

Eng. Appl. Artif. Intell., 2024

CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities.

Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Tiago Fonseca, Giuseppe Pinto, Dipanjan Ghose, Satvik Duddukuru, Pavani Pratapa, Han Li, Javad Mohammadi, Luis Lino Ferreira, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy

CoRR, 2024

2023

CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities.

Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy

Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023

2022

Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings.

Antonio Galli, Marco Savino Piscitelli, Vincenzo Moscato, Alfonso Capozzoli

Expert Syst. Appl., 2022

Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset.

Han Li, Giuseppe Pinto, Alfonso Capozzoli, Tianzhen Hong

Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, 2022

2019

Exploring energy performance certificates through visualization.

Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini

Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

2017

Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques.

Evelina Di Corso, Tania Cerquitelli, Marco Savino Piscitelli, Alfonso Capozzoli

Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

2015

Fault detection analysis using data mining techniques for a cluster of smart office buildings.

Alfonso Capozzoli, Fiorella Lauro, Imran Khan

Expert Syst. Appl., 2015

2014

Building Energy Management Through Fault Detection Analysis Using Pattern Recognition Techniques Applied on Residual Neural Networks.

Imran Khan, Alfonso Capozzoli, Fiorella Lauro, Stefano Paolo Corgnati, Stefano Pizzuti

Proceedings of the Advances in Artificial Life and Evolutionary Computation, 2014

Review on Performance Metrics for Energy Efficiency in Data Center: The Role of Thermal Management.

Alfonso Capozzoli, Marta Chinnici, Marco Perino, Gianluca Serale

Proceedings of the Energy Efficient Data Centers - Third International Workshop, 2014