Faycal Bensaali
Orcid: 0000-0002-9273-4735
According to our database1,
Faycal Bensaali
authored at least 130 papers
between 2002 and 2024.
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Bibliography
2024
Internet Things, April, 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
Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives.
CoRR, 2023
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023
2022
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
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 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
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
Proceedings of the Intelligent Systems and Applications, 2021
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
IEEE Syst. J., 2020
Real-time ECG monitoring using compressive sensing on a heterogeneous multicore edge-device.
Microprocess. Microsystems, 2020
J. Biomed. Informatics, 2020
Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations.
Inf. Fusion, 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
CoRR, 2020
A Novel Approach for Detecting Anomalous Energy Consumption Based on Micro-Moments and Deep Neural Networks.
Cogn. Comput., 2020
Int. J. Comput. Assist. Radiol. Surg., 2020
Achieving Domestic Energy Efficiency Using Micro-Moments and Intelligent Recommendations.
IEEE Access, 2020
Proceedings of the 13th IEEE/ACM International Conference on Utility and Cloud Computing, 2020
Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020
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
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
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
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
Proceedings of the Intelligent Systems and Applications, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2019
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019
2018
J. Sens. Actuator Networks, 2018
Real-time automated image segmentation technique for cerebral aneurysm on reconfigurable system-on-chip.
J. Comput. Sci., 2018
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
Proceedings of the Processing and Analysis of Biomedical Information, 2018
Proceedings of the Intelligent Systems and Applications, 2018
Proceedings of the Intelligent Systems and Applications, 2018
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
Wirel. Commun. Mob. Comput., 2017
ECG encryption and identification based security solution on the Zynq SoC for connected health systems.
J. Parallel Distributed Comput., 2017
Novel Approach to Non-Invasive Blood Glucose Monitoring Based on Transmittance and Refraction of Visible Laser Light.
IEEE Access, 2017
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
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017
Proceedings of the 17th IEEE International Conference on Ubiquitous Wireless Broadband, 2017
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
A precise converter for resolvers and sinusoidal encoders based on a novel ratiometric technique.
Proceedings of the IEEE Sensors Applications Symposium, 2016
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016
Proceedings of the 24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2016
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
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015
2014
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
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
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011
2010
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
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008
Proceedings of the 4th IEEE International Symposium on Electronic Design, 2008
2007
Proceedings of the 2007 IEEE/ACS International Conference on Computer Systems and Applications (AICCSA 2007), 2007
2006
Proceedings of the 13th IEEE International Conference on Electronics, 2006
2005
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
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003
Proceedings of the 2003 IEEE International Conference on Field-Programmable Technology, 2003
Proceedings of the 2003 IEEE International Conference on Field-Programmable Technology, 2003
2002
Proceedings of the Field-Programmable Logic and Applications, 2002