Blar i Institutt for elektroniske systemer på forfatter "Laidi, Roufaida"
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Machine Learning for Smart Building Applications: Review and Taxonomy
Djenouri, Djamel; Laidi, Roufaida; Djenouri, Youcef; Balasingham, Ilangko (Journal article; Peer reviewed, 2019)The use of machine learning (ML) in smart building applications is reviewed in this article. We split existing solutions into two main classes: occupant-centric versus energy/devices-centric. The first class groups solutions ... -
On Predicting Sensor Readings With Sequence Modeling and Reinforcement Learning for Energy-Efficient IoT Applications
Laidi, Roufaida; Djenouri, Djamel; Balasingham, Ilangko (Peer reviewed; Journal article, 2021)Prediction of sensor readings in event-based Internet-of-Things (IoT) applications is considered. A new approach is proposed, which allows turning off sensors in periods when their readings can be predicted, thus preserving ...