Missing Values Imputation using Similarity Matching Method for Brainprint Authentication

@inproceedings{Liew2018MissingVI,
  title={Missing Values Imputation using Similarity Matching Method for Brainprint Authentication},
  author={Siaw-Hong Liew and Yun-Huoy Choo and Yin Fen},
  year={2018}
}
This paper proposes a similarity matching imputation method to deal with the missing values in electroencephalogram (EEG) signals. EEG signals with rather high amplitude can be considered as noise, normally they will be removed. The occurrence of missing values after this artefact rejection process increases the complexity of computational modelling due to incomplete data input for model training. The fundamental concept of the proposed similarity matching imputation method is founded on the… CONTINUE READING

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