8 citations · 25 across the 6 of their papers we have counts for
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eess.SP2019★ 6 cited
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces
Yu Qi, Bin Liu, Yueming Wang +1
Brain-computer interfaces (BCIs) have enabled prosthetic device control by decoding motor movements from neural activities. Neural signals recorded from cortex exhibit nonstationar…
cs.LG2019
Sequential online prediction in the presence of outliers and change points: an instant temporal structure learning approach
Bin Liu, Yu Qi, Ke-Jia Chen
In this paper, we consider sequential online prediction (SOP) for streaming data in the presence of outliers and change points. We propose an INstant TEmporal structure Learning (I…