Browsing by Author "Wang, Lipo"
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An enhanced ensemble deep random vector functional link network for driver fatigue recognition
Li, Ruilin; Gao, Ruobin; Yuan, Liqiang; Suganthan, P.N.; Wang, Lipo; Sourina, Olga... more authors ... less authors ( Elsevier , 2023 , Article)This work investigated the use of an ensemble deep random vector functional link (edRVFL) network for electroencephalogram (EEG)-based driver fatigue recognition. Against the low feature learning capability of the edRVFL ... -
Sample-Based Data Augmentation Based on Electroencephalogram Intrinsic Characteristics
Li, Ruilin; Wang, Lipo; Suganthan, P. N.; Sourina, Olga ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Article)Deep learning for electroencephalogram-based classification is confronted with data scarcity, due to the time-consuming and expensive data collection procedure. Data augmentation has been shown as an effective way to improve ... -
Situation Awareness Recognition Using EEG and Eye-Tracking data: a pilot study
Li, Ruilin; Cui, Jian; Gao, Ruobin; Suganthan, P. N.; Sourina, Olga; Wang, Lipo; Chen, Chun Hsien... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference Paper)Since situation awareness (SA) plays an important role in many fields, the measure of SA is one of the most concerning problems. Using physiological signals to evaluate SA is becoming a popular research topic because of ...