Browsing Architecture & Urban Planning by Author "Atalla, Shadi"
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Exploring 2D Representation and Transfer Learning Techniques for People Identification in Indoor Localization
Kerdjidj, Oussama; Himeur, Yassine; Atalla, Shadi; Copiac, Abigail; Sohail, Shahab Saquib; Fadli, Fodil; Amira, Abbes; Mansoor, Wathiq; Gawanmeh, Amjad... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference Paper)Indoor localization is a crucial aspect of various disciplines in our daily lives. It enables efficient administration tasks and improves safety by identifying the position of items or people inside spaces, making it useful ... -
Exploring Deep Time-Series Imaging for Anomaly Detection of Building Energy Consumption
Copiaco, Abigail; Himeur, Yassine; Amira, Abbes; Mansoor, Wathiq; Fadli, Fodil; Atalla, Shadi... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference Paper)Although deep anomaly detection (DAD) is crucial to optimize energy management in smart buildings, there is a lack of efficient research investigating DAD of energy consumption time-series. Besides, analyzing one-dimensional ... -
Recommendation System Towards Residential Energy Saving Based on Anomaly Detection
Atalla, Shadi; Himeur, Yassine; Mansoor, Wathiq; Amira, Abbes; Fadli, Fodil; Copiaco, Abigail; Sohail, Shahab Saquib... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference Paper)This paper presents a recommender system to promote energy consumption reduction behaviors in residential buildings. The system exploits data stream processing methods jointly with machine learning algorithms on real-time ...