[HTML][HTML] To Transfer or Not to Transfer and Why? Meta-Transfer Learning for Explainable and Controllable Cross-Individual Activity Recognition

Q Shen, S Teso, F Giunchiglia, H Xu - Electronics, 2023 - mdpi.com
Human activity recognition (HAR) plays a central role in ubiquitous computing applications
such as health monitoring. In the real world, it is impractical to perform reliably and …

[HTML][HTML] Marfusion: An attention-based multimodal fusion model for human activity recognition in real-world scenarios

Y Zhao, S Guo, Z Chen, Q Shen, Z Meng, H Xu - Applied Sciences, 2022 - mdpi.com
Human Activity Recognition (HAR) plays an important role in the field of ubiquitous
computing, which can benefit various human-centric applications such as smart homes …

[HTML][HTML] Empowering users in online open communities

N Osman, R Chenu-Abente, Q Shen, C Sierra… - SN Computer …, 2021 - Springer
In this paper, we propose an architecture supporting online open communities, where by
open communities, we mean communities where previously unknown people can join …

Personal Context Recognition from Sensors

W Zhang - 2022 - iris.unitn.it
Machine learning has become one of the most emerging topics in a lot of research areas,
such as pervasive and ubiquitous computing. Such computing applications always rely on …