Browsing by Author "Bensaali, Faycal"
Now showing items 41-60 of 116
-
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 ... -
DIAGNOSING LIVER'S LESIONS FOR MEDICAL ANALYSIS
AL-KABABJI, AYMAN JAMAL TALEB (2022 , Master Thesis)Machine learning (ML) and computer vision techniques have grown rapidly due to their automation, suitability, and ability to generate astounding results, especially the convolutional neural network (ConvNet). In this thesis, ... -
ECG encryption and identification based security solution on the Zynq SoC for connected health systems
Zhai, Xiaojun; Ait Si Ali, Amine; Amira, Abbes; Bensaali, Faycal ( Academic Press Inc. , 2017 , Article)Connected health is a technology that associates medical devices, security devices and communication technologies. It enables patients to be monitored and treated remotely from their home. Patients' data and medical records ... -
ECG security identification system on the Zynq SoC platform
Zhai, Xiaojun; Amira, Abbes; Bensaali, Faycal ( Institute of Electrical and Electronics Engineers Inc. , 2015 , Conference Paper)Electrocardiogram (ECG) is one of the most safety-relevant biometrics due to its live indication and the unique specific waveform. This paper presents an approach for a security identification system and its System-on-Chip ... -
ECG Signal Reconstruction on the IoT-Gateway and Efficacy of Compressive Sensing under Real-Time Constraints
Al Disi, Mohammed; Djelouat, Hamza; Kotroni, Christos; Politis, Elena; Amira, Abbes; Bensaali, Faycal; Dimitrakopoulos, George; Alinier, Guillaume... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2018 , Article)Remote health monitoring is becoming indispensable, though, Internet of Things (IoTs)-based solutions have many implementation challenges, including energy consumption at the sensing node, and delay and instability due to ... -
Editorial for FGCS special issue: Intelligent IoT systems for healthcare and rehabilitation
Ai, Qingsong; Meng, Wei; Bensaali, Faycal; Zhai, Xiaojun; Liu, Lu; Alaraje, Nasser... more authors ... less authors ( Elsevier , 2021 , Other)The emerging field of flexible bio-mechatronic technologies, such as wearable sensors, actuators and robots, are playing more and more crucial roles in the design and development of next generation healthcare and rehabilitation ... -
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 ... -
Electronic nose system on the Zynq SoC platform
Ait Si Ali, Amine; Djelouat, Hamza; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Bermak, Amine... more authors ... less authors ( Elsevier B.V. , 2017 , Article)Electronic nose or machine olfaction are systems used for detection and identification of odorous com- pounds and gas mixtures. An electronic nose system is mainly made of two parts, the sensing part which takes the form ... -
Employing Information Theoretic Metrics with Data-Driven Occupancy Detection Approaches: A Comparative Analysis
Sayed, Aya Nabil; Hamila, Ridha; Himeur, Yassine; Bensaali, Faycal ( IEEE , 2022 , Conference Paper)Building occupancy data helps increase energy management systems' performance, enabling lower energy use while preserving occupant comfort. The focus of this study is employing environmental data (e.g., including but not ... -
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 ... -
Evaluating Internet of Medical Things (IoMT)-Based Systems from a Human-Centric Perspective
Kotronis, Christos; Routis, Ioannis; Politi, Elena; Nikolaidou, Mara; Dimitrakopoulos, George; Anagnostopoulos, Dimosthenis; Amira, Abbes; Bensaali, Faycal; Djelouat, Hamza... more authors ... less authors ( Elsevier , 2019 , Article Review)Internet of Things (IoT)-based systems are rapidly evolving, offering promising technological, financial and social prospects in multiple domains, including healthcare. Medical systems, integrated with IoT features, can ... -
Evaluation of Hardware Accelerators for Lattice Boltzmann based Aneurysm Blood Flow Measurement
Eslami, Mohammad; Zhai, Xiaojun; Eid El-Sayed, Asmaa; Jassim Al-Shibani, Almaha; Nasser Al-Nassr, Asma; Amira, Abbes; Bensaali, Faycal; Prasad Dakua, Sarada; Abi Nahed, Julien; Coveney, Peter... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2014 , Conference Paper)Clipping is a potential treatment for ruptured/unruptured brain aneurysm patients. In order to determine the profitable treatment and also clip's location, surgeons need to have the measurements such as velocity and blood ... -
Fast Prototyping of KNN Based Gas Discrimination System on the Zynq SoC
Ali, Amine Ait Si; Akbar, Muhammad Ali; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine; Hassan, Muhammad; Bermak, Amine... more authors ... less authors ( Hamad bin Khalifa University Press (HBKU Press) , 2016 , Conference Paper)Electronic noses (EN) or machine olfaction are systems used for the detection and identification of odorous compounds and gas mixtures. The accuracy of such systems is as important as the processing time. Therefore, the ... -
Hardware acceleration of a dielectrophoresis system for achieving a single-neuron-per-electrode arrangement in microelectrode arrays
Zhai, Xiaojun; Jaber, Fadi; Bensaali, Faycal; Mishra, Arti ( UK Simulation Society , 2015 , Article)This paper describes an image processing algorithm and its efficient architecture. The proposed architecture is used to process images of microelectrode arrays (MEAs) and micro-wells captured by a microscope camera in a ... -
Hardware Acceleration of an Image Processing System for Dielectrophoretic Loading of Single Neurons Inside Micro-Wells of Microelectrode Arrays
Zhai, Xiaojun; Jaber, Fadi; Bensaali, Faycal; Mishra, Arti ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)This paper describes an image processing algorithm and its efficient architecture. The proposed architecture is used to process images of microelectrode arrays (MEAs) and micro-wells captured by a microscope camera in a ... -
Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC
Ali, Amine Ait Si; Amira, Abbes; Bensaali, Faycal; Benammar, Mohieddine ( Institute of Electrical and Electronics Engineers Inc. , 2013 , Conference Paper)One of the significant stages in a gas identification system is dimensionality reduction to speed up the processing part. This is even more important when the system is implemented on a hardware platform where the resources ... -
HD Qatari ANPR system
Hommos, Omar; Al-Qahtani, Abdulhadi; Al-Zawqari, Ali Farhat Ali; Bensaali, Faycal; Amira,Abbes; Zhai, Xiaojun... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)Recently, Automatic Number Plate Recognition (ANPR) systems have become widely used in safety, security, and commercial aspects. The whole ANPR system is based on three main stages: Number Plate Localization (NPL), Character ...