Publications

My Scientific Contributions

Conference: MobiSPC2022

Published; Aug-2022

Cardiovascular Events Prediction using Artificial Intelligence Models and Heart Rate Variability

Published; Oct-2022

Smart Wearables in Detection of Occupational Physical Fatigue: A Literature Review

Published; Jan-2023

Smart Wearable Devices in the Management of Cardiovascular Diseases: A Systematic Literature Review

Published; Feb-2023

Reviewing Federated Machine Learning and its Use in Diseases Prediction

Published; Mar-2023

Predicting Cardiovascular Events with Machine Learning Models and Heart Rate Variability

Published; Mar-2023

Reviewing Multimodal Machine Learning and its Use in Cardiovascular Diseases Detection

Conference: IHSH'2022

Published; Apr-2023

Detection of Occupational Fatigue in Digital Era; Parameters In Use

Conference: IHSH'2022

Published; Apr-2023

Machine Learning Models to Predict Cardiovascular Events from Heart Rate Variability Data

Published; May-2023

Reviewing Federated Learning Aggregation Algorithms; Contributions, Limitations and Future Persepectives

Conference: MobiSPC2023

Published; Oct-2023

PolyFLAG_SVM: A Polymorphic Federated Learning Aggregation of Gradients Support Vector Machines Framework

Published; Sep-2024

Securing Federated Learning; Approaches, Mechanisms and Opportunities

Published; Sep-2024

A Maneuver in the Trade-Off Space of Federated Learning Aggregation Frameworks Secured with Polymorphic Encryption: PolyFLAM and PolyFLAP Frameworks

Under Review;

HP_FLAP: Homomorphic & Polymorphic Federated Learning Aggregation of Parameters Framework