1 Jan 2026
NRLPSO: A Reinforcement-Learning PSO with Nash-Consistent Scheduling for Random Forest Hyperparameter Optimization in Intrusion DetectionPublisher siteActive, last published 2026
In chaos-based image/signal encryption
Safya
Belghith
Scholar“Research focused on Chaos-based Image/Signal Encryption and adjacent fields.”
University of Tunis El Manar
Tunisia
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01 · About the work
What I study
afya Belghith is a researcher working on Chaos-based Image/Signal Encryption. A fuller summary will appear once they update their profile.
02 · Reach
Publication output and reach
Safya's work has been cited 5,089 times across 4 active years. Bars show publications per year; the line shows cumulative citation totals across publications first appearing in each year.
03 · Research focus
Topics
Chaos-based Image/Signal Encryption×61Robotic Locomotion and Control×40Prosthetics and Rehabilitation Robotics×39Chaos control and synchronization×37Control and Dynamics of Mobile Robots×23
04 · Where I am
Affiliations
Affiliation on published researchTunis University, TunisiaDrawn from the institution listed on this researcher’s published work.
Research themes (UN SDGs)
05 · Selected work
Recent publications
32 works1 Jan 2026
AGMO: Attention-Guided Metaheuristic Optimization for High-Dimensional Hyperparameter Tuning in Tiny-MLP Based Intrusion DetectionPublisher site1 Jan 2026
DEPC:Derivative Based EEG Preprocessing Framework for Epilepsy Monitoring Classification Using Deep Learning ModelsPublisher site10 Nov 2025
A Machine Learning Framework for Multi-Stage Prediction of Chronic Kidney Disease Based on a New Dataset from IraqPublisher site27 Oct 2025
Channel Estimation and Phase Optimization for RIS-Assisted LoRa in IIoT NetworksPublisher site15 Jul 20252cites
Chaos-Embedding.I : An innovative approach to exploring chaos through Higuchi’s dimension with application to brain signalsPublisher siteChaos Solitons & Fractals, EEG and Brain-Computer Interfaces
8 May 2025Open access
Optimization of Discrete Phase Shifts for LoRa Wireless Communication Assisted by Reconfigurable Intelligent SurfacesPublisher siteResearch Square, Advanced Wireless Communication Technologies
1 May 20251cites
Multi-Label Glioma Segmentation Post-Treatment: A 3D U-Net ApproachPublisher siteExpert Academic Profiles go further
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