Ridha Ghayoula

According to our database, Ridha Ghayoula authored at least 39 papers between 2009 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hybrid CNN-GNN Model for Deepfake Image Forensics.

Hanadi Elsablaoui, Mohamed Amine Mezghich, Ridha Ghayoula, Lasaad Latrach

Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, 2026

A High-Precision Hybrid Intelligence Framework for Diabetic Retinopathy Grading.

Nader Belhadj, Mohamed Amine Mezghich, Jaouher Fattahi, Ridha Ghayoula, Lassaad Latrach

Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, 2026

Leveraging Local Invariants and Graph Neural Networks for Enhanced Anomaly Detection in Distributed Systems.

Nader Belhadj, Mohamed Amine Mezghich, Lassaad Latrach, Ridha Ghayoula

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

Hybrid CNN-GNN Model for Retinopathy Classification Using Geometric and Topological Invariants.

Nader Belhadj, Mohamed Amine Mezghich, Jaouher Fattahi, Ridha Ghayoula, Lassaad Latrach

Proceedings of the 18th International Conference on Agents and Artificial Intelligence, 2026

A Graph-Based Software Framework with Topological Analysis of Retinal Vessel Networks for Automated Diabetic Retinopathy Grading.

Nader Belhadj, Mohamed Amine Mezghich, Ridha Ghayoula, Lassaad Latrach

Proceedings of the 21st International Conference on Evaluation of Novel Approaches to Software Engineering, 2026

2025

Stress Monitoring Using HRV and Deep Recurrent Neural Networks for Safety in Workplace: A Comparative Analysis.

Ghofrane Mzoughi, Jaouhar Fattahi, Mohamed Mejri, Sahbi Bahroun, Ridha Ghayoula

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2025

Incorporating Distributed Invariants in Autonomous Cybersecurity Knowledge Graphs: A Scalable Approach Using GNNs and LLMs.

Nader Belhadj, Mohamed Amine Mezghich, Jaouher Fattahi, Ridha Ghayoula, Lassaad Latrach

Proceedings of the International Joint Conference on Neural Networks, 2025

A LIME-Explained VGG16 Model for Disguise and Makeup Face Recognition in Forensics.

Abdelkarim Khedher, Jaouhar Fattahi, Mohamed Mejri, Ridha Ghayoula, Lassaad Latrach

Proceedings of the 11th International Conference on Control, 2025

Reassessing CAPTCHAs in the Era of Advanced Deep Learning.

Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri, Ridha Ghayoula, Nadia Mesghouni

Proceedings of the 11th International Conference on Control, 2025

RansFighter: a GRU-based Tool for Ransomware Detection.

Jaouhar Fattahi, Mohamed Mejri, Ridha Ghayoula, Sawssen Jalel, Laila Boumlik, Feriel Sghaier

Proceedings of the 11th International Conference on Control, 2025

Inception-based Deep Learning Model for Arabic Audio Emotion Recognition in Forensics.

Jaouhar Fattahi, Mohamed Mejri, Ridha Ghayoula, Sawssen Jalel, Laila Boumlik, Feriel Sghaier

Proceedings of the 11th International Conference on Control, 2025

Parallel CNN Deep Learning Model for Security Monitoring and Fault Prediction in Electrical Systems.

Jaouhar Fattahi, Mohamed Mejri, Ridha Ghayoula, Laila Boumlik, Feriel Sghaier, Marwa Ziadia

Proceedings of the 11th International Conference on Control, 2025

A BERT Deep Learning Model for Arabic Spam Detection.

Hadir Driss, Jaouhar Fattahi, Mohamed Mejri, Sahbi Bahroun, Ridha Ghayoula

Proceedings of the 11th International Conference on Control, 2025

2024

Recognition of Handwritten Tamazight Characters Using ResNet, MobileNet and VGG Transfer Learning.

Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri, Elyes Manai, Ridha Ghayoula

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

Cyberbullying Detection Using Bag-of-Words, TF-IDF, Parallel CNNs and BiLSTM Neural Networks.

Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri, Sahbi Bahroun, Ridha Ghayoula, Elyes Manai

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

Hands and Palms Recognition by Transfer Learning for Forensics: A Comparative Study.

Jaouhar Fattahi, Obeb Fkiri, Mohamed Mejri, Ridha Ghayoula

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

RSA-1024 Cryptography on Artix-7 FPGA: Medical Imaging Application.

Ridha Ghayoula, Wided Amara, Amor Smida, Jaouhar Fattahi, Mohamed Ibrahim Waly, Sahbi Bahroun, Issam El Gmati

Proceedings of the 16th International Conference on Electronics, 2024

Handwritten Signature Recognition using Parallel CNNs and Transfer Learning for Forensics.

Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri, Ridha Ghayoula, Emil Pricop, Baha Eddine Lakdher

Proceedings of the 10th International Conference on Control, 2024

Sexism Discovery using CNN, Word Embeddings, NLP and Data Augmentation.

Jaouhar Fattahi, Feriel Sghaier, Mohamed Mejri, Ridha Ghayoula, Sahbi Bahroun, Marwa Ziadia

Proceedings of the 10th International Conference on Control, 2024

The Good and Bad Seeds of CNN Parallelization in Forensic Facial Recognition.

Jaouhar Fattahi, Baha Eddine Lakdher, Mohamed Mejri, Ridha Ghayoula, Feriel Sghaier, Laila Boumlik

Proceedings of the 10th International Conference on Control, 2024

FingFor: a Deep Learning Tool for Biometric Forensics.

Jaouhar Fattahi, Baha Eddine Lakdher, Mohamed Mejri, Ridha Ghayoula, Elyes Manai, Marwa Ziadia

Proceedings of the 10th International Conference on Control, 2024

2023

Advancement of a High-Efficiency Wearable Antenna Enabling Wireless Body Area Networks.

Mohamed Ibrahim Waly, Amor Smida, Nasser Ali Aljarallah, Ridha Ghayoula, Ahmed S. Negm, Surajo Muhammad, Jun-Jiat Tiang, Amjad Iqbal

IEEE Access, 2023

2022

SpamDL: A High Performance Deep Learning Spam Detector Using Stanford Global Vectors and Bidirectional Long Short-Term Memory Neural Networks.

Jaouhar Fattahi, Mohamed Mejri, Marwa Ziadia, Ridha Ghayoula

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2022

FPGA Implementation of SIMON-128 Cryptographic Algorithm Using Artix-7.

Ridha Ghayoula, Jaouhar Fattahi, Amor Smida, Issam El Gmati, Emil Pricop, Marwa Ziadia

Proceedings of the 14th International Conference on Electronics, 2022

2021

A Dual-Band Ambient Energy Harvesting Rectenna Design for Wireless Power Communications.

Surajo Muhammad, Jun-Jiat Tiang, Sew Kin Wong, Amor Smida, Ridha Ghayoula, Amjad Iqbal

IEEE Access, 2021

2020

Wideband Wearable Antenna for Biomedical Telemetry Applications.

Amor Smida, Amjad Iqbal, Abdullah J. Alazemi, Mohamed Ibrahim Waly, Ridha Ghayoula, Sunghwan Kim

IEEE Access, 2020

2018

Circular Antenna Array Design for Breast Cancer Detection.

Kalthoum Ouerghi, Najib Fadlallah, Amor Smida, Ridha Ghayoula, Jaouhar Fattahi, Noureddine Boulejfen

CoRR, 2018

2017

Radiation pattern synthesis using hybrid fourier-woodward-lawson-neural networks for reliable mimo antenna systems.

Elies Ghayoula, Ammar Bouallegue, Ridha Ghayoula, Jaouhar Fattahi, Emil Pricop, Jean-Yves Chouinard

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Circular array synthesis using Taguchi algorithm for reliable IEEE 802.11 MIMO applications.

Elies Ghayoula, Ammar Bouallegue, Jean-Yves Chouinard, Ridha Ghayoula, Amor Smida

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

Concentric ring array synthesis using Taguchi algorithm for MIMO applications.

Elies Ghayoula, Ammar Bouallegue, Najib Fadlallah, Ridha Ghayoula, Amor Smida

Proceedings of the International Conference on Control, Automation and Diagnosis, 2017

Design and analysis of a microstrip antenna array for biomedical applications.

Kalthoum Ouerghi, Amor Smida, Ridha Ghayoula, Noureddine Boulejfen

Proceedings of the 2017 International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2017

2016

Sidelobe level reduction in linear array pattern synthesis using Taylor-MUSIC algorithm for reliable IEEE 802.11 MIMO applications.

Elies Ghayoula, Jaouhar Fattahi, Ridha Ghayoula, Emil Pricop, G. Stamatescu, Jean-Yves Chouinard, Ammar Bouallegue

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Formal reasoning on authentication in security protocols.

Jaouhar Fattahi, Mohamed Mejri, Ridha Ghayoula, Emil Pricop

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Design of a 6-bits semiconductor integrated phase shifter for radar applications.

Mariem Mabrouki, Ridha Ghayoula, Ali Gharsallah

Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

2014

Phased arrays in communication system based on Taguchi-neural networks.

Amor Smida, Ridha Ghayoula, N. Nemri, Hichem Trabelsi, Ali Gharsallah, D. Grenier

Int. J. Commun. Syst., 2014

Hybrid MUSIC Dolph-Chebyshev algorithm for a smart antenna system.

Ridha Ghayoula, Amor Smida, Ali Gharsallah, D. Grenier

Int. J. Commun. Syst., 2014

Synthesis of phase of conformal cylindrical arc antenna arrays referring to taguchi method.

Amor Smida, M. K. Azizi, Ridha Ghayoula, Ali Gharsallah

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2012

Beam synthesis of phased circular antenna arrays using Taguchi method.

Amor Smida, Ridha Ghayoula, Adnen Troudi, Hichem Trabelsi, Ali Gharsallah

Proceedings of the 9th International Conference on Communications, 2012

2009

Steering an adaptive antenna array by LMS algorithm.

L. Gargouri, Ridha Ghayoula, Najib Fadlallah, Ali Gharsallah, Mohamed Rammal

Proceedings of the 16th IEEE International Conference on Electronics, 2009