Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification

DOI10.1002/sam.10151OpenAlexW2047439438MaRDI QIDQ4969831

Nicos G. Pavlidis, Christoforos Anagnostopoulos, Dimitris K. Tasoulis, Niall M. Adams, David J. Hand

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/sam.10151

zbMATH Keywords

onlinelinear discriminant analysisforgetting factorstreaming datatime-varying classification

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Related Items (7)

Divisive clustering of high dimensional data streams ⋮ Dilemmas of robust analysis of economic data streams ⋮ Reliable region predictions for automated valuation models ⋮ Unsupervised streaming anomaly detection for instrumented infrastructure ⋮ Streaming changepoint detection for transition matrices ⋮ Continuous monitoring for changepoints in data streams using adaptive estimation ⋮ Multiple changepoint detection in categorical data streams

Uses Software

• ElemStatLearn

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