IEEE - Institute of Electrical and Electronics Engineers, Inc. - An imputation method for missing data based on an extreme learning machine auto-encoder

Author(s): Cheng-Bo Lu ; Ying Mei
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Electronic): 2169-3536
DOI: 10.1109/ACCESS.2018.2868729
Regular:

This paper proposes an imputation method for missing data based on an extreme learning machine auto-encoder (ELM-AE). The imputation chooses a set of plausible values determined by ELM-AE, and... View More

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