Chebyshev approaches for imbalanced data streams regression models

DOI10.1007/S10618-021-00793-1zbMath1491.62055OpenAlexW3199166390MaRDI QIDQ2066647

Ehsan Aminian, João Gama, Rita P. Ribeiro

Publication date: 14 January 2022

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-021-00793-1

zbMATH Keywords

regressiondata streamsimbalanced data streams

Mathematics Subject Classification ID

General nonlinear regression (62J02) Sequential statistical analysis (62L10)

Uses Software

• UCI-ml
• JStatCom
• KEEL
• MOA
• SMOTE

Cites Work

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• Imbalanced regression and extreme value prediction
• Learning model trees from evolving data streams
• Noisy replication in skewed binary classification.
• On evaluating stream learning algorithms
• Knowledge Discovery from Data Streams

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