Multi-Source Domain Adaptation for Early detection of Fatigue using Surface Electro-myogram Signals

Publication Type:

Conference Paper

Authors:

R. Chattopadhyay, J. Ye, Panchanathan S, W. Fan, I. Davidson

Source:

ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2011), San Diego, CA, USA (2011)

Authors

Rita Chattopadhyay

Ph.D. Student Researcher

Jieping Ye

Associate Professor

Dr. Sethuraman "Panch" Panchanathan

Dr. Sethuraman "Panch" Panchanathan

Director, National Science Foundation

Projects

Transfer Learning to Address Subject Based Variability in Surface Electromyogram (SEMG) Signals

The emergence of inexpensive and unobtrusive physiological sensors has widened the application of physiological sensing to newer and innovative areas including human-computer interface, proactive human health monitoring, emotion recognition, activity recognition and many…