Search Results for author: Nirmal Nair

Found 2 papers, 0 papers with code

Cross-user activity recognition using deep domain adaptation with temporal relation information

no code implementations12 Mar 2024 Xiaozhou Ye, Waleed H. Abdulla, Nirmal Nair, Kevin I-Kai Wang

To address this challenge, we introduce the Deep Temporal State Domain Adaptation (DTSDA) model, an innovative approach tailored for time series domain adaptation in cross-user HAR.

Domain Adaptation Human Activity Recognition +1

Machine Learning Techniques for Sensor-based Human Activity Recognition with Data Heterogeneity -- A Review

no code implementations12 Mar 2024 Xiaozhou Ye, Kouichi Sakurai, Nirmal Nair, Kevin I-Kai Wang

Sensor-based Human Activity Recognition (HAR) is crucial in ubiquitous computing, analysing behaviours through multi-dimensional observations.

Human Activity Recognition

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