Browsing by Author "SAYED, AYA NABIL"
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Deep and transfer learning for building occupancy detection: A review and comparative analysis
Sayed, Aya Nabil; Himeur, Yassine; Bensaali, Faycal ( Elsevier , 2022 , Short Survey)The building internet of things (BIoT) is quite a promising concept for curtailing energy consumption, reducing costs, and promoting building transformation. Besides, integrating artificial intelligence (AI) into the BIoT ... -
Employing Information Theoretic Metrics with Data-Driven Occupancy Detection Approaches: A Comparative Analysis
Sayed, Aya Nabil; Hamila, Ridha; Himeur, Yassine; Bensaali, Faycal ( IEEE , 2022 , Conference Paper)Building occupancy data helps increase energy management systems' performance, enabling lower energy use while preserving occupant comfort. The focus of this study is employing environmental data (e.g., including but not ...