Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition

no code implementations • 14 Mar 2022 • Yan Yan, Tianzheng Liao, Jinjin Zhao, Jiahong Wang, Liang Ma, Wei Lv, Jing Xiong, Lei Wang

Given this observation, we devised a graph-inspired deep learning approach toward the sensor-based HAR tasks, which was further used to build a deep transfer learning model toward giving a tentative solution for these two challenging problems.

Few-Shot Learning Human Activity Recognition +1

Knowledge Graph semantic enhancement of input data for improving AI

no code implementations • 10 May 2020 • Shreyansh Bhatt, Amit Sheth, Valerie Shalin, Jinjin Zhao

Intelligent systems designed using machine learning algorithms require a large number of labeled data.

BIG-bench Machine Learning Community Detection