An uncertainty and density based active semi-supervised learning scheme for positive unlabeled multivariate time series classificationGuoliang He, Wen Zhao, Yifei Li|Knowledge-Based Systems|2017Cited by 37
An ensemble of shapelet-based classifiers on inter-class and intra-class imbalanced multivariate time series at the early stageGuoliang He, Xiaoying Wu, Rong Peng et al.|Soft Computing|2018Cited by 26
Confidence-based early classification of multivariate time series with multiple interpretable rulesGuoliang He, Xuewen Xia, Wen Zhao|Pattern Analysis and Applications|2019Cited by 20