Bayes Classification for Nonstationary Patterns

DOI10.1142/S0219876215500085zbMath1359.62253OpenAlexW2168670188MaRDI QIDQ2971986

Piotr Kulczycki, Piotr A. Kowalski

Publication date: 7 April 2017

Published in: International Journal of Computational Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0219876215500085

zbMATH Keywords

classificationdata analysisartificial neural networksstatistical kernel estimatorsBayes approachclassifier adaptationpattern nonstationaritypattern size reduction

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Applications of statistics to physics (62P35)

Related Items (2)

Methodically unified procedures for a conditional approach to outlier detection, clustering, and classification ⋮ A Complete Algorithm for the Reduction of Pattern Data in the Classification of Interval Information

Uses Software

• KernSmooth
• KELLEY

Cites Work

• Data mining. Concepts and techniques
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