Peak-aware adaptive denoising for Raman spectroscopy based on machine learning approach.

A Study on Participant Selection Scheme Based on Network Situation Prediction of Server-to-Device Communication Paths

Analysis of Performance of Federated Learning by Considering Local and Global Trainings in Non-IID Data Environments

Reward-based Participant Selection for Improving Federated Reinforcement Learning.

Devising Federated Learning Simulator Considering Learning Agent

Participant Selection Scheme of Federated Learning in Non-IID Data Distribution Environment

Analysis of Federated Learning Considering Model Transmission Delay Depending on Communication Situation

Distributed Raman Spectrum Data Augmentation System Using Federated Learning with Deep Generative Models.

Federated Reinforcement Learning-Based UAV Swarm System for Aerial Remote Sensing.

Analysis of Training and Inferencing Processing Allocation in Cooperative Machine Learning with Considering Communication Situation