Non-stationary data sequence classification using online class priors estimation

DOI10.1016/j.patcog.2008.01.025zbMath1151.68620OpenAlexW1980093325MaRDI QIDQ931699

Chunyu Yang, Jie Zhou

Publication date: 26 June 2008

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2008.01.025

zbMATH Keywords

concept driftEMonline classification

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)

Related Items

Transfer estimation of evolving class priors in data stream classification

Uses Software

• UCI-ml

Cites Work

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• Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure
• Transductive Methods for the Distributed Ensemble Classification Problem
• Asymptotically efficient estimation of prior probabilities in multiclass finite mixtures
• Recursive estimation of prior probabilities using a mixture
• Stable Transductive Learning
• Online Adaptive Decision Trees: Pattern Classification and Function Approximation