176 citations
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cs.LG2022★ 131 cited
Classification of datasets with imputed missing values: does imputation quality matter?
Tolou Shadbahr, Michael Roberts, Jan Stanczuk +15
Classifying samples in incomplete datasets is a common aim for machine learning practitioners, but is non-trivial. Missing data is found in most real-world datasets and these missi…
eess.SP2022★ 15 cited
Ensemble learning using individual neonatal data for seizure detection
Ana Borovac, Steinn Gudmundsson, Gardar Thorvardsson +5
Sharing medical data between institutions is difficult in practice due to data protection laws and official procedures within institutions. Therefore, most existing algorithms are…