Federated Learning-Based Analysis of Human Sentiments and Physical Activities in Natural Disasters

In federated learning (FL), in addition to the training and speculating capacities of the global and local models, an appropriately annotated dataset is equally crucial. These datasets rely on annotation procedures that are error prone and laborious, which require personal inspection for training th...

Full description

Bibliographic Details
Main Authors: Muhammad Sadiq Amin, Woong-Kee Loh
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/5/2925