Browsing by Author "Alsalemi, Abdullah"
Now showing items 21-40 of 52
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Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations
Himeur, Yassine; Alsalemi, Abdullah; Al-Kababji, Ayman; Bensaali, Faycal; Amira, Abbes ( Elsevier , 2020 , Article)Recently, tremendous interest has been devoted to develop data fusion strategies for energy efficiency in buildings, where various kinds of information can be processed. However, applying the appropriate data fusion strategy ... -
Design and implementation of a modular ECMO simulator
Aldisi, Mohammed; Alsalemi, Abdullah; Alhomsi, Yahya; Ahmed, Ibrahim; Bensaali, Fayçal; Alinier, Guillaume; Amira, Abbes... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Article)Background: Extracorporeal membrane oxygenation (ECMO) is a high-complexity life-saving procedure riddled with mechanical complications that can place the patient in a critical state where fast and coordinated actions are ... -
Detection of Appliance-Level Abnormal Energy Consumption in Buildings Using Autoencoders and Micro-moments
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Springer Science and Business Media Deutschland GmbH , 2022 , Conference Paper)The detection of anomalous energy usage could help significantly in signaling energy wastage and identifying faulty appliances, especially if the individual power traces are analyzed. To that end, this paper proposes a ... -
Developing cost-effective simulators for patient management: A modular approach
Alsalemi, Abdullah; Disi, Mohammed Al; Ahmed, Ibrahim; Alhomsi, Yahya; Bensaali, Faycal; Amiram Abbes; Alinier, Guillaume... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2017 , Conference Paper)Despite the progressive development and adoption of simulation-based training (SBT), the current practices do not match the ever-increasing international demand. This statement is especially applicable to extracorporeal ... -
Effective non-intrusive load monitoring of buildings based on a novel multi-descriptor fusion with dimensionality reduction
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Elsevier , 2020 , Article)Recently, a growing interest has been dedicated towards developing and implementing low-cost energy efficiency solutions in buildings. Accordingly, non-intrusive load monitoring has been investigated in various academic ... -
Efficient multi-descriptor fusion for non-intrusive appliance recognition
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)Consciousness about power consumption at the appliance level can assist user in promoting energy efficiency in households. In this paper, a superior non-intrusive appliance recognition method that can provide particular ... -
Endorsing Energy Efficiency Through Accurate Appliance-Level Power Monitoring, Automation and Data Visualization
Sayed, Aya; Alsalemi, Abdullah; Himeur, Yassine; Bensaali, Faycal; Amira, Abbes ( Springer Science and Business Media Deutschland GmbH , 2022 , Conference Paper)Accrediting the fast economic growth and the enhancement of people's live standards, the overall household's energy consumption is becoming more and more substantial. Thus, the need of conserving energy is becoming a ... -
Energy Data Visualizations on Smartphones for Triggering Behavioral Change: Novel Vs. Conventional
Al-Kababji, Ayman; Alsalemi, Abdullah; Himeur, Yassine; Bensaali, Faycal; Amira, Abbes; Fernandez, Rachael; Fetais, Noora... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)This paper conveys the importance of using suitable data visualizations for electrical energy consumption and the effect it carries on reducing said consumption. Data visualization tools construct an important pillar in ... -
"I want to ... Change": Micro-moment based recommendations can change users' energy habits
Sardianos, Christos; Varlamis, Iraklis; Dimitrakopoulos, George; Anagnostopoulos, Dimosthenis; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( SciTePress , 2019 , Conference Paper)Since electricity consumption of households in developing countries is dramatically increasing every year, it is now more prudent than ever to utilize technology-based solutions that assist energy end-users to improve ... -
Improving In-Home Appliance Identification Using Fuzzy-Neighbors-Preserving Analysis Based QR-Decomposition
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)This paper proposes a new appliance identification scheme by introducing a novel approach for extracting highly discriminative characteristic sets that can considerably distinguish between various appliance footprints. In ... -
Intelligent Edge-Based Recommender System for Internet of Energy Applications
Sayed, Aya; Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Preserving energy in households and office buildings is a significant challenge, mainly due to the recent shortage of energy resources, the uprising of the current environmental problems, and the global lack of utilizing ... -
Interactive visual study for residential energy consumption data
Al-Kababji, Ayman; Alsalemi, Abdullah; Himeur, Yassine; Fernandez, Rachael; Bensaali, Faycal; Amira, Abbes; Fetais, Noora... more authors ... less authors ( Elsevier , 2022 , Article)Interactive data visualization tools for residential energy data are instrumental indicators for analyzing end user behavior. These visualizations can be used as continuous home feedback systems and can be accessed from ... -
IoT-based mock oxygenator for extracorporeal membrane oxygenation simulator
Sayed, Aya; Alhomsi, Yahya; Alsalemi, Abdullah; Bensaali, Faycal; Meskin, Nader; Hssain, Ali Ait... more authors ... less authors ( John Wiley and Sons Inc , 2022 , Article)Background: Training is an essential aspect of providing high-quality treatment and ensuring patient safety in any medical practice. Because extracorporeal membrane oxygenation (ECMO) is a complicated operation with various ... -
On the applicability of 2D local binary patterns for identifying electrical appliances in non-intrusive load monitoring
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes; Sardianos, Christos; Varlamis, Iraklis; Dimitrakopoulos, George... more authors ... less authors ( Springer , 2021 , Conference Paper)In recent years, the automatic identification of electrical devices through their power consumption signals finds a variety of applications in smart home monitoring and non-intrusive load monitoring (NILM). This work ... -
Real-time personalised energy saving recommendations
Sardianos, Christos; Chronis, Christos; Varlamis, Iraklis; Dimitrakopoulos, George; Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)The increased consumption of energy worldwide has boosted the interest of people for energy-efficient solutions at every level of daily life, from goods production and transportation to the use of household and office ... -
Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes; Al-Kababji, Ayman ( John Wiley and Sons Ltd , 2022 , Article)Smart nonintrusive load monitoring (NILM) represents a cost-efficient technology for observing power usage in buildings. It tackles several challenges in transitioning into a more effective, sustainable, and digital energy ... -
REHAB-C: Recommendations for Energy HABits Change
Sardianos, Christos; Varlamis, Iraklis; Dimitrakopoulos, George; Anagnostopoulos, Dimosthenis; Alsalemi, Abdullah; Bensaali, Faycal; Himeur, Yassine; Amira, Abbes... more authors ... less authors ( Elsevier , 2020 , Article)This paper introduces REHAB-C, a goal-based context-aware recommendation system that supports users in transforming their energy habits. A combination of smart sensors and actuators collects information about user actions ... -
Reshaping Consumption Habits by Exploiting Energy-Related Micro-moment Recommendations: A Case Study
Sardianos, Christos; Varlamis, Iraklis; Chronis, Christos; Dimitrakopoulos, George; Alsalemi, Abdullah; Himeur, Yassine; Bensaali, Faycal; Amira, Abbes... more authors ... less authors ( Springer Science and Business Media Deutschland GmbH , 2021 , Conference Paper)The environmental change and its effects, caused by human influences and natural ecological processes over the last decade, prove that it is now more prudent than ever to transition to more sustainable models of energy ... -
Revolutionizing ECMO simulation with affordable yet high-Fidelity technology
Al Disi, Mohammed; Alsalemi, Abdullah; Alhomsi, Yahya; Bensaali, Faycal; Amira, Abbes; Alinier, Guillaume... more authors ... less authors ( Elsevier , 2018 , Other)[No abstract available] -
Robust event-based non-intrusive appliance recognition using multi-scale wavelet packet tree and ensemble bagging tree
Himeur, Yassine; Alsalemi, Abdullah; Bensaali, Faycal; Amira, Abbes ( Elsevier , 2020 , Article)Providing the user with appliance-level consumption data is the core of each energy efficiency system. To that end, non-intrusive load monitoring is employed for extracting appliance specific consumption data at a low cost ...