تصفح حسب المؤلف "Dimitrakopoulos, George"
-
The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency
Sardianos, Christos; Varlamis, Iraklis; Chronis, Christos; Dimitrakopoulos, George; Alsalemi, Abdullah; Himeur, Yassine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( John Wiley and Sons Ltd , 2021 , Article)The recent advances in artificial intelligence namely in machine learning and deep learning, have boosted the performance of intelligent systems in several ways. This gave rise to human expectations, but also created the ... -
The Role of Micro-Moments: A Survey of Habitual Behavior Change and Recommender Systems for Energy Saving
Alsalemi, Abdullah; Sardianos, Christos; Bensaali, Faycal; Varlamis, Iraklis; Amira, Abbes; Dimitrakopoulos, George... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Among the large number of efforts that study the role of technology in energy saving, there exists, first, frameworks for monitoring and controlling energy consumption in households, second, systems that suggest best ... -
Using big data and federated learning for generating energy efficiency recommendations
Varlamis, Iraklis; Sardianos, Christos; Chronis, Christos; Dimitrakopoulos, George; Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Springer Science and Business Media Deutschland GmbH , 2022 , Article)Internet of Things (IoT) devices are becoming popular solutions for smart home and office environments and contribute the most to energy efficiency. The most common implementation of such solutions relies on smart home ...