Antonio Liguori

Indoor environment data time-series reconstruction using autoencoder neural networks

Antonio Liguori, Romana Markovic, Thi Thu Ha Dam et al. · Building and Environment · 2021 · 43 citations · Full text

Architecture, Building Science, Built Environment +13

A guideline to document occupant behavior models for advanced building controls

Bing Dong, Romana Markovic, Salvatore Carlucci et al. · Building and Environment · 2022 · 39 citations

Architecture, Architectural Engineering, Building Science +14

Augmenting energy time-series for data-efficient imputation of missing values

Antonio Liguori, Romana Markovic, Martina Ferrando et al. · Applied Energy · 2023 · 34 citations

Public Health, Data Science, Data Analytics +13

Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight

Antonio Liguori, Matías Quintana, Chun Fu et al. · Energy and Buildings · 2024 · 17 citations · Full text

Computing, Building Science, Physics +17