output
20192025
most citedDesigning ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI

205 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.LGShow all

4 papers · 1 filter

cs.LG2023★ 5 cited

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…

cs.LG2021★ 205 cited

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…

cs.LG2020

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…

cs.LG2019★ 16 cited

Wearable Sensor Data Based Human Activity Recognition using Machine Learning: A new approach

H. D. Nguyen, K. P. Tran, X. Zeng +2

Recent years have witnessed the rapid development of human activity recognition (HAR) based on wearable sensor data. One can find many practical applications in this area, especial…