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4 papers · 2 filters
Agglomerative Hierarchical Clustering with Dynamic Time Warping for Household Load Curve Clustering
Fadi AlMahamid, Katarina Grolinger
Energy companies often implement various demand response (DR) programs to better match electricity demand and supply by offering the consumers incentives to reduce their demand dur…
A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems
Li Yang, Abdallah Shami
Industry 5.0 aims at maximizing the collaboration between humans and machines. Machines are capable of automating repetitive jobs, while humans handle creative tasks. As a critical…
Reinforcement Learning Algorithms: An Overview and Classification
Fadi AlMahamid, Katarina Grolinger
The desire to make applications and machines more intelligent and the aspiration to enable their operation without human interaction have been driving innovations in neural network…
IoT Data Analytics in Dynamic Environments: From An Automated Machine Learning Perspective
Li Yang, Abdallah Shami
With the wide spread of sensors and smart devices in recent years, the data generation speed of the Internet of Things (IoT) systems has increased dramatically. In IoT systems, mas…