Convolutional Neural Network Model Based on 2D Fingerprint for Bioactivity Prediction
Hentabli, Hamza, Bengherbia, Billel, Saeed, Faisal, Salim, Naomie, Nafea, Ibtehal, Toubal, Abdelmoughni, Nasser, Maged
Published in International journal of molecular sciences (01.11.2022)
Published in International journal of molecular sciences (01.11.2022)
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Journal Article
FPGA Implementation of a Bearing Fault Classification System Based on an Envelope Analysis and Artificial Neural Network
Toumi, Yassine, Bengherbia, Billel, Lachenani, Sidahmed, Ould Zmirli, Mohamed
Published in Arabian journal for science and engineering (2011) (01.11.2022)
Published in Arabian journal for science and engineering (2011) (01.11.2022)
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Journal Article
An efficient ECG signals denoising technique based on the combination of particle swarm optimisation and wavelet transform
Azzouz, Abdallah, Bengherbia, Billel, Wira, Patrice, Alaoui, Nail, Souahlia, Abdelkerim, Maazouz, Mohamed, Hentabeli, Hamza
Published in Heliyon (15.03.2024)
Published in Heliyon (15.03.2024)
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Journal Article
Design and Hardware Implementation of an Intelligent Industrial IoT Edge Device for Bearing Monitoring and Fault Diagnosis
Bengherbia, Billel, Tobbal, Abdelhafid, Chadli, Samir, Elmohri, Mohamed Abdessalem, Toubal, Abdelmoughni, Rebiai, Mohamed, Toumi, Yassine
Published in Arabian journal for science and engineering (2011) (01.05.2024)
Published in Arabian journal for science and engineering (2011) (01.05.2024)
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Journal Article
Enhancing Elderly Care with Wearable Technology: Development of a Dataset for Fall Detection and ADL Classification During Muslim Prayer Activities
Jarrah, Mutasem, Toubal, Abdelmoughni, Bengherbia, Billel
Published in Arabian journal for science and engineering (2011) (18.09.2024)
Published in Arabian journal for science and engineering (2011) (18.09.2024)
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Journal Article
FPGA implementation of a wireless sensor node with built-in security coprocessors for secured key exchange and data transfer
Toubal, Abdelmoughni, Bengherbia, Billel, Zmirli, Mohamed Ould, Guessoum, Abderrezak
Published in Measurement : journal of the International Measurement Confederation (01.03.2020)
Published in Measurement : journal of the International Measurement Confederation (01.03.2020)
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Journal Article
The Effectiveness of Optimal Discrete Wavelet Transform Parameters Obtained Using the Genetic Algorithm for ECG Signal Denoising
Azzouz, Abdallah, Bengherbia, Billel, Wira, Patrice, Alaoui, Nail, Souahlia, Abdelkerim
Published in Revue d'Intelligence Artificielle (01.12.2023)
Published in Revue d'Intelligence Artificielle (01.12.2023)
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Journal Article
FPGA implementation of a wireless sensor node with a built-in ADALINE neural network coprocessor for vibration analysis and fault diagnosis in machine condition monitoring
Bengherbia, Billel, Kara, Reda, Toubal, Abdelmoughni, Zmirli, Mohamed Ould, Chadli, Samir, Wira, Patrice
Published in Measurement (Mahwah, N.J.) (15.10.2020)
Published in Measurement (Mahwah, N.J.) (15.10.2020)
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Journal Article
Experimental Study of a LoRa Based Wireless Sensor Network for Low Power Localization in an Outdoor Environment
Tobbal, Abdelhafid, Bengherbia, Billel, Bouziani, Anis, Cherifi, Youcef
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
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Conference Proceeding
Multichannel 1D-CNN and Hilbert Transform Based Bearing Fault Classification
Bouchareb, Nariman, Bengherbia, Billel, Toumi, Yassine, Rebiai, Mohamed, Tobbal, Abdelhafid
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
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Conference Proceeding
An Interactive Educational Tool for Studying the Diagnosis of Bearing Faults Using Vibration Analysis
Rebiai, Mohamed, Bengherbia, Billel, Zmirli, Mohamed Ould, Lachenani, Sidahmed
Published in 2022 2nd International Conference on Advanced Electrical Engineering (ICAEE) (29.10.2022)
Published in 2022 2nd International Conference on Advanced Electrical Engineering (ICAEE) (29.10.2022)
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Conference Proceeding
Base-station node implementation for real-time IoT/WSN Applications: Case of RSSI-based outdoor localisation
Bengherbia, Billel, Abederrezzaq, Benhammada, Bouhedda, Mounir, Tobbal, Abdelhafid, Maazouz, Mohamed, Toubal, Abdelmoughni
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
Published in 2023 2nd International Conference on Electronics, Energy and Measurement (IC2EM) (28.11.2023)
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Conference Proceeding
ECG Signal Denoising Based on Wavelet Transform and Genetic Algorithm
Abdallah, Azzouz, Billel, Bengherbia, Nail, Alaoui, Abdelkerim, Souahlia
Published in 2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) (06.03.2023)
Published in 2023 International Conference on Advances in Electronics, Control and Communication Systems (ICAECCS) (06.03.2023)
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Conference Proceeding
Segmentation and Classification of Cardiac Sound Signals and Their Use in the Diagnosis of Heart Disease
Rebiai, Mohamed, Bengherbia, Billel, Benkhaoua, Nadjet, Douik, Nadjet, Hentabli, Hamza, Toumi, Yassine
Published in 2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE) (29.09.2022)
Published in 2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE) (29.09.2022)
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Conference Proceeding
Implementation of a 3D Indoor Positioning System Using MLP-based Distance Estimation for IoT Applications
Bengherbia, Billel, Bougheriza, Mohamed el amine, Bouhedda, Mounir, Tobbal, Abdelhafid, Toubal, Abdelmoughni, Hentabeli, Hamza
Published in 2022 International Conference on Electrical Engineering, Computer and Information Technology (ICEECIT) (22.11.2022)
Published in 2022 International Conference on Electrical Engineering, Computer and Information Technology (ICEECIT) (22.11.2022)
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Conference Proceeding
Real-Time Smart System for ECG Monitoring Using a One-Dimensional Convolutional Neural Network
Bengherbia, Billel, Aymene Berkani, Mohamed Rafik, Achir, Zahra, Tobbal, Abdelhafid, Rebiai, Mohamed, Maazouz, Mohamed
Published in 2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE) (29.09.2022)
Published in 2022 International Conference on Theoretical and Applied Computer Science and Engineering (ICTASCE) (29.09.2022)
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Conference Proceeding
IoT-Based System for Supervision and Control of a Transmission Center
Benhamadi, Rachid, Bouhedda, Mounir, Bengherbia, Billel, Benyezza, Hamza, Benzineb, Omar
Published in 2019 International Conference on Applied Automation and Industrial Diagnostics (ICAAID) (01.09.2019)
Published in 2019 International Conference on Applied Automation and Industrial Diagnostics (ICAAID) (01.09.2019)
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Conference Proceeding