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eess.SP2019
Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface
Chin-Teng Lin, Kuan-Chih Huang, Yu-Ting Liu +6
Kohonen's Adaptive Subspace Self-Organizing Map (ASSOM) learns several subspaces of the data where each subspace represents some invariant characteristics of the data. To deal with…
eess.SP2018
Multi-channel EEG recordings during a sustained-attention driving task
Zehong Cao, Chun-Hsiang Chuang, Jung-Kai King +1
We described driver behaviour and brain dynamics acquired from a 90-minute sustained-attention task in an immersive driving simulator. The data include 62 copies of 32 channel elec…