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cs.CV2017★ 37 cited
Stratified Transfer Learning for Cross-domain Activity Recognition
Jindong Wang, Yiqiang Chen, Lisha Hu +2
In activity recognition, it is often expensive and time-consuming to acquire sufficient activity labels. To solve this problem, transfer learning leverages the labeled samples from…
cs.CV2017★ 2k cited
Deep Learning for Sensor-based Activity Recognition: A Survey
Jindong Wang, Yiqiang Chen, Shuji Hao +2
Sensor-based activity recognition seeks the profound high-level knowledge about human activities from multitudes of low-level sensor readings. Conventional pattern recognition appr…