Progressive low-rank subspace alignment based on semi-supervised joint domain adaption for personalized emotion recognition
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.05.064
Abstract: Abstract Recently, many scenarios, such as affective disorders treatment, have sparked rising needs for establishment of personalized emotion recognition (PER) models. Unfortunately, the data sparsity issue violates the basic i.i.d. assumption of supervised learning (i.e.,… read more here.
Keywords: supervised joint; joint domain; semi supervised; domain ... See more keywords
Dynamic Joint Domain Adaptation Network for Motor Imagery Classification
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Neural Systems and Rehabilitation Engineering"
DOI: 10.1109/tnsre.2021.3059166
Abstract: Electroencephalogram (EEG) has been widely used in brain computer interface (BCI) due to its convenience and reliability. The EEG-based BCI applications are majorly limited by the time-consuming calibration procedure for discriminative feature representation and classification.… read more here.
Keywords: domain adaptation; adaptation network; joint domain; dynamic joint ... See more keywords