205 citations
- Laboratoire Génie et Matériaux TextilesFR7 papers
- Université de LilleFR3 papers
- University of KentGB2 papers
- Wuhan Textile UniversityCN2 papers
- Banasthali UniversityIN1 paper
- International Advanced Research Centre for Powder Metallurgy and New MaterialsIN1 paper
- National University of SingaporeSG1 paper
- Saveetha UniversityIN1 paper
7 papers
ZnO@C/PVDF Electrospun Membrane as Piezoelectric Nanogenerator for Wearable Applications
Anshika Bagla, Kaliyan Hembram, François Rault +4
The rapid growth of wearable technology demands sustainable, flexible, and lightweight energy sources for various applications ranging from health monitoring to electronic textiles…
Proof of Swarm Based Ensemble Learning for Federated Learning Applications
Ali Raza, Kim Phuc Tran, Ludovic Koehl +1
Ensemble learning combines results from multiple machine learning models in order to provide a better and optimised predictive model with reduced bias, variance and improved predic…
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI
Ali Raza, Kim Phuc Tran, Ludovic Koehl +1
Deep learning play a vital role in classifying different arrhythmias using the electrocardiography (ECG) data. Nevertheless, training deep learning models normally requires a large…
A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization
Zhenglei He, Kim Phuc Tran, Sebastien Thomassey +3
Textile manufacturing is a typical traditional industry involving high complexity in interconnected processes with limited capacity on the application of modern technologies. Decis…
Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning
Zhenglei He, Kim Phuc Tran, Sebastien Thomassey +3
Multi-objective optimization of the textile manufacturing process is an increasing challenge because of the growing complexity involved in the development of the textile industry.…
A reinforcement learning based decision support system in textile manufacturing process
Zhenglei He, Kim Phuc Tran, Sébastien Thomassey +2
This paper introduced a reinforcement learning based decision support system in textile manufacturing process. A solution optimization problem of color fading ozonation is discusse…