Romana Markovic

Modeling occupant behavior in buildings

Salvatore Carlucci, Marilena De Simone, Steven K. Firth et al. · Building and Environment · 2020 · 194 citations · Full text

Built Environment, Building Performance, Building Science +2

Indoor environment data time-series reconstruction using autoencoder neural networks

Antonio Liguori, Romana Markovic, Thi Thu Ha Dam et al. · Building and Environment · 2021 · 41 citations · Full text

Engineering, Machine Learning, Data Science +6

A guideline to document occupant behavior models for advanced building controls

Bing Dong, Romana Markovic, Salvatore Carlucci et al. · Building and Environment · 2022 · 35 citations

Built Environment, Building Performance, Occupant Behavior Models +10

Comparison of Different Classification Algorithms for the Detection of User's Interaction with Windows in Office Buildings

Romana Markovic, Sebastian Wolf, Jun Cao et al. · Energy Procedia · 2017 · 32 citations · Full text

Engineering, Machine Learning, Wearable Technology +24

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

Antonio Liguori, Romana Markovic, Martina Ferrando et al. · Applied Energy · 2023 · 31 citations

Data-efficient Imputation, Engineering, Data Science +8