Stream Data Preprocessing: Outlier Detection Based on the Chebyshev Inequality With Applications
A novel method of outlier detection for preprocessing stream data in the conditions of uncertainty when the data measurement means and their standard errors as the only available summary information about the initial data statistics is proposed. As neither the initial data samples nor their sample s...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
FRUCT
2020-04-01
|
| Series: | Proceedings of the XXth Conference of Open Innovations Association FRUCT |
| Subjects: | |
| Online Access: | https://www.fruct.org/publications/fruct26/files/She.pdf |