no code implementations • 20 May 2024 • Megha Thukral, Sourish Gunesh Dhekane, Shruthi K. Hiremath, Harish Haresamudram, Thomas Ploetz
Human activity recognition (HAR) using ambient sensors in smart homes has numerous applications for human healthcare and wellness.
no code implementations • 18 Jan 2024 • Sourish Gunesh Dhekane, Thomas Ploetz
In this survey, we focus on these transfer learning methods in the application domains of smart home and wearables-based HAR.
no code implementations • 26 Aug 2020 • Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das
Indices quantifying the performance of classifiers under class-imbalance, often suffer from distortions depending on the constitution of the test set or the class-specific classification accuracy, creating difficulties in assessing the merit of the classifier.