Manar Amayri

On Short-Term Load Forecasting Using Machine Learning Techniques and a Novel Parallel Deep LSTM-CNN Approach

Behnam Farsi, Manar Amayri, Nizar Bouguila et al. · IEEE Access · 2021 · 287 citations · Full text

Computing, Computer Science, Forecasting +16

Estimating occupancy in heterogeneous sensor environment

Manar Amayri, Abhay Arora, Stéphane Ploix et al. · Energy and Buildings · 2016 · 124 citations · Full text

Computing, Autonomous Systems, Robot Perception +11

A new workflow for detailed urban scale building energy modeling using spatial joining of attributes for archetype selection

Soroush Samareh Abolhassani, Manar Amayri, Nizar Bouguila et al. · Journal of Building Engineering · 2021 · 46 citations

Architecture, Architectural Engineering, Building Science +17

Improving residential building energy simulations through occupancy data derived from commercial off-the-shelf Wi-Fi sensing technology

Soroush Samareh Abolhassani, Azar Zandifar, Negar Ghourchian et al. · Energy and Buildings · 2022 · 43 citations

Architecture, Architectural Engineering, Building Science +16

Transfer learning for estimating occupancy and recognizing activities in smart buildings

Jawher Dridi, Manar Amayri, Nizar Bouguila · Building and Environment · 2022 · 38 citations · Full text

Computing, Building Science, Computer Science +12