Alfonso Capozzoli

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Energy Efficiency

Data Mining Techniques

Interactive Visualizations

Top Venues

BuildSys@SenSys

Expert Syst. Appl.

iThings/GreenCom/CPSCom/SmartData

Publications

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
CityLearn v2: Energy-flexible, resilient, occupant-centric, and carbon-aware management of grid-interactive communities. CoRR (2024)
Han Li, Giuseppe Pinto, Marco Savino Piscitelli, Alfonso Capozzoli, Tianzhen Hong
Building thermal dynamics modeling with deep transfer learning using a large residential smart thermostat dataset. Eng. Appl. Artif. Intell. 130 (2024)
Kingsley Nweye, Kathryn Kaspar, Giacomo Buscemi, Giuseppe Pinto, Han Li, Tianzhen Hong, Mohamed Ouf, Alfonso Capozzoli, Zoltán Nagy
CityLearn v2: An OpenAI Gym environment for demand response control benchmarking in grid-interactive communities. BuildSys@SenSys (2023)
Han Li, Giuseppe Pinto, Alfonso Capozzoli, Tianzhen Hong
Building thermal dynamics modeling with deep learning exploiting large residential smart thermostat dataset. BuildSys@SenSys (2022)
Antonio Galli, Marco Savino Piscitelli, Vincenzo Moscato, Alfonso Capozzoli
Bridging the gap between complexity and interpretability of a data analytics-based process for benchmarking energy performance of buildings. Expert Syst. Appl. 206 (2022)
Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini
Exploring energy performance certificates through visualization. EDBT/ICDT Workshops (2019)
Evelina Di Corso, Tania Cerquitelli, Marco Savino Piscitelli, Alfonso Capozzoli
Exploring Energy Certificates of Buildings through Unsupervised Data Mining Techniques. iThings/GreenCom/CPSCom/SmartData (2017)
Alfonso Capozzoli, Fiorella Lauro, Imran Khan
Fault detection analysis using data mining techniques for a cluster of smart office buildings. Expert Syst. Appl. 42 (9) (2015)
Imran Khan, Alfonso Capozzoli, Fiorella Lauro, Stefano Paolo Corgnati, Stefano Pizzuti
Building Energy Management Through Fault Detection Analysis Using Pattern Recognition Techniques Applied on Residual Neural Networks. WIVACE (2014)
Alfonso Capozzoli, Marta Chinnici, Marco Perino, Gianluca Serale
Review on Performance Metrics for Energy Efficiency in Data Center: The Role of Thermal Management. E2DC (2014)