Browsing by Author "Sohail, Shahab Saquib"
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Exploring 2D Representation and Transfer Learning Techniques for People Identification in Indoor Localization
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Conference)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 ... -
An innovative deep anomaly detection of building energy consumption using energy time-series images
( Elsevier , 2023 , Article)Deep anomaly detection (DAD) is essential in optimizing building energy management. Nonetheless, most existing works concerning this field consider unsupervised learning and involve the analysis of sensor readings through ... -
Recommendation System Towards Residential Energy Saving Based on Anomaly Detection
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2022 , Conference)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 ...
