A lossless online Bayesian classifier

DOI10.1016/j.ins.2019.03.031zbMath1448.62100OpenAlexW2920953012MaRDI QIDQ2212567

Alan Wee-Chung Liew, Rabi Sharma, Tien Thanh Nguyen, Thi Thu Thuy Nguyen

Publication date: 24 November 2020

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://rgu-repository.worktribe.com/output/238169

zbMATH Keywords

Bayesian methodonline learningvariational inferencemultivariate Gaussianlossless methodsonline classifiers

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Online algorithms; streaming algorithms (68W27)

Uses Software

• UCI-ml
• LIBOL
• MOA
• C4.5
• MEKA
• PRMLT

Cites Work

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• A Second-Order Perceptron Algorithm
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