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The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency
(
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 ...
An innovative edge-based Internet of Energy solution for promoting energy saving in buildings
(
Elsevier
, 2022 , Article)
Due to the ubiquity and maturity of Artificial Intelligence (AI), it became an essential tool in the development real-time Internet of energy (IoE) solutions. Also, since cloud platforms are not being the first implementation ...
Smart Sensing and End-Users' Behavioral Change in Residential Buildings: An Edge-Based Internet of Energy Perspective
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Institute of Electrical and Electronics Engineers Inc.
, 2021 , Article)
Internet of Energy (IoE) is revolutionizing the building energy industry by introducing numerous innovations that help in data collection, interpretation, and behavioural improvement. Consequently, collecting and analyzing ...
Custom IP cores for robust data analysis and pattern recognition algorithms used in gas applications
(
Institute of Electrical and Electronics Engineers Inc.
, 2013 , Conference Paper)
This paper presents an overview of a PhD research project, completed tasks and future work. The aim of the research is to contribute to the improvement of gas identification systems at different levels by designing and ...
A skills acquisition study on ECMOjo: a screen-based simulator for extracorporeal membrane oxygenation
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SAGE Publications Ltd
, 2020 , Article)
Background: Extracorporeal membrane oxygenation relies heavily on didactic teaching, emphasizing on essential cognitive skills, but overlooking core behavioral skills such as leadership and communication. Therefore, ...
Using big data and federated learning for generating energy efficiency recommendations
(
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 ...
Cloud energy micro-moment data classification: A platform study
(
Institute of Electrical and Electronics Engineers Inc.
, 2020 , Conference Paper)
Energy efficiency is a crucial factor in the wellbeing of our planet. In parallel, Machine Learning (ML) plays an instrumental role in automating our lives and creating convenient workflows for enhancing behavior. So, ...
Artificial intelligence with IoT for energy efficiency in buildings
(
CRC Press
, 2022 , Book chapter)
Observing the electricity consumption nowadays may be extremely daunting; therefore, optimizing the consumers' usage is critical to ensuring the sustainability of energy resources. The employment of innovative technologies ...
Real-time ECG monitoring using compressive sensing on a heterogeneous multicore edge-device
(
Elsevier
, 2020 , Article)
In a typical ambulatory health monitoring systems, wearable medical sensors are deployed on the human body to continuously collect and transmit physiological signals to a nearby gateway that forward the measured data to ...
Revolutionizing ECMO simulation with affordable yet high-Fidelity technology
(
Elsevier
, 2018 , Other)
[No abstract available]