42 citations · 92 across the 9 of their papers we have counts for
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q-bio.NC2022
Toward reliable signals decoding for electroencephalogram: A benchmark study to EEGNeX
Xia Chen, Xiangbin Teng, Han Chen +2
This study examines the efficacy of various neural network (NN) models in interpreting mental constructs via electroencephalogram (EEG) signals. Through the assessment of 16 preval…
cs.CE2022★ 42 cited
A hybrid-model approach for reducing the performance gap in building energy forecasting
Xia Chen, Tong Guo, Martin Kriegel +1
The performance gap between predicted and actual energy consumption in the building domain remains an unsolved problem in practice. The gap exists differently in both current mains…
stat.ME2022★ 41 cited
Introducing causal inference in the energy-efficient building design process
Xia Chen, Jimmy Abualdenien, Manav Mahan Singh +2
"What-if" questions are intuitively generated and commonly asked during the design process. Engineers and architects need to inherently conduct design decisions, progressing from o…