Faycal Bensaali

Orcid: 0000-0002-9273-4735

According to our database1, Faycal Bensaali authored at least 134 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Edge AI for Internet of Energy: Challenges and perspectives.
Internet Things, April, 2024

From Traditional Recommender Systems to GPT-Based Chatbots: A Survey of Recent Developments and Future Directions.
Big Data Cogn. Comput., April, 2024

A Survey on the use of Federated Learning in Privacy-Preserving Recommender Systems.
IEEE Open J. Comput. Soc., 2024

Restoration of magnetohydrodynamic-corrupted 12-lead electrocardiogram to enhance cardiac monitoring during magnetic resonance imaging.
Eng. Appl. Artif. Intell., 2024

AI Radiologist: Revolutionizing Liver Tissue Segmentation with Convolutional Neural Networks and a Clinician-Friendly GUI.
CoRR, 2024

2023
Deep transfer learning for automatic speech recognition: Towards better generalization.
Knowl. Based Syst., October, 2023

Using big data and federated learning for generating energy efficiency recommendations.
Int. J. Data Sci. Anal., September, 2023

AI-big data analytics for building automation and management systems: a survey, actual challenges and future perspectives.
Artif. Intell. Rev., June, 2023

From time-series to 2D images for building occupancy prediction using deep transfer learning.
Eng. Appl. Artif. Intell., March, 2023

Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations.
Eng. Appl. Artif. Intell., 2023

Federated Learning for Computer Vision.
CoRR, 2023

Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives.
CoRR, 2023

A Close-Up on the AI Radiologist Software.
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2022
Intelligent Edge-Based Recommender System for Internet of Energy Applications.
IEEE Syst. J., 2022

Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions.
Int. J. Intell. Syst., 2022

Deep and transfer learning for building occupancy detection: A review and comparative analysis.
Eng. Appl. Artif. Intell., 2022

Blockchain-based recommender systems: Applications, challenges and future opportunities.
Comput. Sci. Rev., 2022

Latest trends of security and privacy in recommender systems: A comprehensive review and future perspectives.
Comput. Secur., 2022

Corrections to "A High-Realism and Cost-Effective Training Simulator for Extracorporeal Membrane Oxygenation".
IEEE Access, 2022

Scheduling Techniques for Liver Segmentation: ReduceLRonPlateau vs OneCycleLR.
Proceedings of the Intelligent Systems and Pattern Recognition, 2022

Employing Information Theoretic Metrics with Data-Driven Occupancy Detection Approaches: A Comparative Analysis.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

Smart Speed Camera Based on Automatic Number Plate Recognition for Residential Compounds and Institutions Inside Qatar.
Proceedings of the 5th International Conference on Signal Processing and Information Security, 2022

2021
Assessing Learning Outcomes in Extracorporeal Membrane Oxygenation Simulations With a Novel Simulator and Instructor Application.
IEEE Trans. Learn. Technol., 2021

A Micro-Moment System for Domestic Energy Efficiency Analysis.
IEEE Syst. J., 2021

A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects.
Inf. Fusion, 2021

The emergence of explainability of intelligent systems: Delivering explainable and personalized recommendations for energy efficiency.
Int. J. Intell. Syst., 2021

Smart power consumption abnormality detection in buildings using micromoments and improved K-nearest neighbors.
Int. J. Intell. Syst., 2021

An intelligent nonintrusive load monitoring scheme based on 2D phase encoding of power signals.
Int. J. Intell. Syst., 2021

Incorporating patient concerns into design requirements for IoMT-based systems: The fall detection case study.
Health Informatics J., 2021

Editorial for FGCS special issue: Intelligent IoT systems for healthcare and rehabilitation.
Future Gener. Comput. Syst., 2021

A survey on system level energy optimisation for MPSoCs in IoT and consumer electronics.
Comput. Sci. Rev., 2021

Automated liver tissues delineation based on machine learning techniques: A survey, current trends and future orientations.
CoRR, 2021

Smart non-intrusive appliance identification using a novel local power histogramming descriptor with an improved k-nearest neighbors classifier.
CoRR, 2021

An IoT-based framework for remote fall monitoring.
Biomed. Signal Process. Control., 2021

A High-Realism and Cost-Effective Training Simulator for Extracorporeal Membrane Oxygenation.
IEEE Access, 2021

Endorsing Energy Efficiency Through Accurate Appliance-Level Power Monitoring, Automation and Data Visualization.
Proceedings of the Networking, Intelligent Systems and Security, 2021

The Emergence of Hybrid Edge-Cloud Computing for Energy Efficiency in Buildings.
Proceedings of the Intelligent Systems and Applications, 2021

A Thermochromic Ink Heater-cooler Color Change System for Medical Blood Simulation.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Detection of Appliance-Level Abnormal Energy Consumption in Buildings Using Autoencoders and Micro-moments.
Proceedings of the BDIoT'21: Proceedings of the 5th International Conference on Big Data and Internet of Things, 2021

2020
Heterogeneous System-on-Chip-Based Lattice-Boltzmann Visual Simulation System.
IEEE Syst. J., 2020

Real-time ECG monitoring using compressive sensing on a heterogeneous multicore edge-device.
Microprocess. Microsystems, 2020

A novel gateway-based solution for remote elderly monitoring.
J. Biomed. Informatics, 2020

Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations.
Inf. Fusion, 2020

REHAB-C: Recommendations for Energy HABits Change.
Future Gener. Comput. Syst., 2020

Appliance-Level Monitoring with Micro-Moment Smart Plugs.
CoRR, 2020

The emergence of Explainability of Intelligent Systems: Delivering Explainable and Personalised Recommendations for Energy Efficiency.
CoRR, 2020

Anomaly detection of energy consumption in buildings: A review, current trends and new perspectives.
CoRR, 2020

Energy Data Visualizations on Smartphones for Triggering Behavioral Change: Novel Vs. Conventional.
CoRR, 2020

Improving in-home appliance identification using fuzzy-neighbors-preserving analysis based QR-decomposition.
CoRR, 2020

Building power consumption datasets: Survey, taxonomy and future directions.
CoRR, 2020

Secure compressive sensing for ECG monitoring.
Comput. Secur., 2020

A Novel Approach for Detecting Anomalous Energy Consumption Based on Micro-Moments and Deep Neural Networks.
Cogn. Comput., 2020

Lattice-Boltzmann interactive blood flow simulation pipeline.
Int. J. Comput. Assist. Radiol. Surg., 2020

Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations.
IEEE Access, 2020

Cloud Energy Micro-Moment Data Classification: A Platform Study.
Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing, 2020

Real-time personalised energy saving recommendations.
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

Efficient Multi-Descriptor Fusion for Non-Intrusive Appliance Recognition.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

On the Applicability of 2D Local Binary Patterns for Identifying Electrical Appliances in Non-intrusive Load Monitoring.
Proceedings of the Intelligent Systems and Applications, 2020

Appliance identification using a histogram post-processing of 2D local binary patterns for smart grid applications.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

A model for predicting room occupancy based on motion sensor data.
Proceedings of the IEEE International Conference on Informatics, 2020

Data Analytics, Automations, and Micro-Moment Based Recommendations for Energy Efficiency.
Proceedings of the 6th IEEE International Conference on Big Data Computing Service and Applications, 2020

2019
The Role of Micro-Moments: A Survey of Habitual Behavior Change and Recommender Systems for Energy Saving.
IEEE Syst. J., 2019

Special Issue: Empowering eHealth with Smart Internet of Things (IoT) Medical Devices.
J. Sens. Actuator Networks, 2019

HD number plate localization and character segmentation on the Zynq heterogeneous SoC.
J. Real Time Image Process., 2019

Evaluating Internet of Medical Things (IoMT)-Based Systems from a Human-Centric Perspective.
Internet Things, 2019

Zynq SoC based acceleration of the lattice Boltzmann method.
Concurr. Comput. Pract. Exp., 2019

Moving object tracking in clinical scenarios: application to cardiac surgery and cerebral aneurysm clipping.
Int. J. Comput. Assist. Radiol. Surg., 2019

Boosting Domestic Energy Efficiency Through Accurate Consumption Data Collection.
Proceedings of the 2019 IEEE SmartWorld, 2019

IoT-Based Fall and ECG Monitoring System: Wireless Communication System Based Firebase Realtime Database.
Proceedings of the 2019 IEEE SmartWorld, 2019

"I Want to ... Change": Micro-moment based Recommendations can Change Users' Energy Habits.
Proceedings of the 8th International Conference on Smart Cities and Green ICT Systems, 2019

Reshaping Consumption Habits by Exploiting Energy-Related Micro-moment Recommendations: A Case Study.
Proceedings of the Smart Cities, Green Technologies and Intelligent Transport Systems, 2019

Smart Energy Usage and Visualization Based on Micro-moments.
Proceedings of the Intelligent Systems and Applications, 2019

Hemelb Acceleration and Visualization for Cerebral Aneurysms.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Leveraging Quality of Service and Cost in Cyber-Physical Systems Design.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2019

An IoT-Based Framework for Elderly Remote Monitoring.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

2018
Compressive Sensing-Based IoT Applications: A Review.
J. Sens. Actuator Networks, 2018

Real-time automated image segmentation technique for cerebral aneurysm on reconfigurable system-on-chip.
J. Comput. Sci., 2018

Guest Editorial Special Issue on Real-Time Data Processing for Internet of Things.
IEEE Internet Things J., 2018

Optical character recognition on heterogeneous SoC for HD automatic number plate recognition system.
EURASIP J. Image Video Process., 2018

ECG Signal Reconstruction on the IoT-Gateway and Efficacy of Compressive Sensing Under Real-Time Constraints.
IEEE Access, 2018

Inequality Indexes as Sparsity Measures Applied to Ventricular Ectopic Beats Detection and its Efficient Hardware Implementation.
IEEE Access, 2018

A Model-based Approach for Managing Criticality Requirements in e-Health IoT Systems.
Proceedings of the 13th Annual Conference on System of Systems Engineering, 2018

A Method Towards Cerebral Aneurysm Detection in Clinical Settings.
Proceedings of the Processing and Analysis of Biomedical Information, 2018

Compressive Sensing Based ECG Biometric System.
Proceedings of the Intelligent Systems and Applications, 2018

An Efficient Compressive Sensing Method for Connected Health Applications.
Proceedings of the Intelligent Systems and Applications, 2018

CouchDB Based Real-Time Wireless Communication System for Clinical Simulation.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

The Accuracy and Efficacy of Real-Time Compressed ECG Signal Reconstruction on a Heterogeneous Multicore Edge-Device.
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018

2017
An Adaptive Joint Sparsity Recovery for Compressive Sensing Based EEG System.
Wirel. Commun. Mob. Comput., 2017

Electronic nose system on the Zynq SoC platform.
Microprocess. Microsystems, 2017

ECG encryption and identification based security solution on the Zynq SoC for connected health systems.
J. Parallel Distributed Comput., 2017

Compressive sensing based electronic nose platform.
Digit. Signal Process., 2017

Novel Approach to Non-Invasive Blood Glucose Monitoring Based on Transmittance and Refraction of Visible Laser Light.
IEEE Access, 2017

RTDPCC-2017 II General Chairs' Welcome.
Proceedings of the Companion Proceedings of the 10th International Conference on Utility and Cloud Computing, 2017

Real-Time Communication Network Using Firebase Cloud IoT Platform for ECMO Simulation.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

IoT Based Compressive Sensing for ECG Monitoring.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

QRS Complexes Classification Using Dictionary Learning and Pietra Index.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Managing Criticalities of e-Health IoT systems.
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

Joint sparsity recovery for compressive sensing based EEG system.
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

Efficient hardware implementation of the l1 - Regularized least squares for IoT edge computing.
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017

2016
MLP Neural Network Based Gas Classification System on Zynq SoC.
IEEE Access, 2016

A precise converter for resolvers and sinusoidal encoders based on a novel ratiometric technique.
Proceedings of the IEEE Sensors Applications Symposium, 2016

Design and Performance Evaluation of a Committee Machine for Gas Identification.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

A Reconfigurable Connected Health Platform Using ZYNQ System on Chip.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016

Heterogeneous Implementation of ECG Encryption and Identification on the Zynq SoC.
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

High Level Synthesis Based E-Nose System for Gas Applications.
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016

HW/SW co-design based implementation of Gas discrimination.
Proceedings of the 27th IEEE International Conference on Application-specific Systems, 2016

2015
Improved number plate character segmentation algorithm and its efficient FPGA implementation.
J. Real Time Image Process., 2015

Hardware Acceleration of an Image Processing System for Dielectrophoretic Loading of Single Neurons Inside Micro-Wells of Microelectrode Arrays.
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

ECG Security Identification System on the Zynq SoC Platform.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
A multi-sensing reconfigurable platform for gas applications.
Proceedings of the 26th International Conference on Microelectronics, 2014

HLS based hardware acceleration on the zynq SoC: A case study for fall detection system.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013
Field programmable gate arrays-based number plate binarization and adjustment for automatic number plate recognition systems.
J. Electronic Imaging, 2013

Real-time optical character recognition on field programmable gate array for automatic number plate recognition system.
IET Circuits Devices Syst., 2013

Improved number plate localisation algorithm and its efficient field programmable gate arrays implementation.
IET Circuits Devices Syst., 2013

Automatic Number Plate Recognition on FPGA.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Custom IP cores for robust data analysis and pattern recognition algorithms used in gas applications.
Proceedings of the 20th IEEE International Conference on Electronics, 2013

Automatic number plate recognition system on an ARM-DSP and FPGA heterogeneous SoC platforms.
Proceedings of the 2013 IEEE Hot Chips 25 Symposium (HCS), 2013

2011
Real-time license plate localisation on FPGA.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
License plate localisation based on morphological operations.
Proceedings of the 11th International Conference on Control, 2010

Comparison of real-time DSP-based edge detection techniques for license plate detection.
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010

2008
Dynamic Co-operative Intelligent Memory.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

xDSL Network Upgrade Employing FPGAs.
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008

2007
Floating-Point Matrix Product on FPGA.
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007

2006
Power Modeling and Efficient FPGA Implementation of Color Space Conversion.
Proceedings of the 13th IEEE International Conference on Electronics, 2006

2005
Accelerating colour space conversion on reconfigurable hardware.
Image Vis. Comput., 2005

2004
An efficient architecture for color space conversion using Distributed Arithmetic.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Design and Efficient FPGA Implementation of an RGB to YCrCb Color Space Converter Using Distributed Arithmetic.
Proceedings of the Field Programmable Logic and Application, 2004

2003
Towards a general framework for an FPGA-based FFT coprocessor.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

A reconfigurable coprocessor for high-resolution image filtering in real time.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

An FPGA implementation of 3D affine transformations.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

An FPGA based coprocessor for large matrix product implementation.
Proceedings of the 2003 IEEE International Conference on Field-Programmable Technology, 2003

An FPGA based coprocessor for 3D affine transformations.
Proceedings of the 2003 IEEE International Conference on Field-Programmable Technology, 2003

2002
Custom Coprocessor Based Matrix Algorithms for Image and Signal Processing.
Proceedings of the Field-Programmable Logic and Applications, 2002


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