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 · 268 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Estimating occupancy in heterogeneous sensor environment

Manar Amayri, Abhay Arora, Stéphane Ploix et al. · Energy and Buildings · 2016 · 122 citations · Full text

Environmental Monitoring, Engineering, Multi-sensor Management +6

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 · 44 citations

Engineering, Urban Energy Modeling, Urban Energy +16

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 · 40 citations

Built Environment, Engineering, Smart Building +6

Outlier detection via multiclass deep autoencoding Gaussian mixture model for building chiller diagnosis

Viet Tra, Manar Amayri, Nizar Bouguila · Energy and Buildings · 2022 · 33 citations

Anomaly Detection, Machine Learning, Data Science +8