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Incremental Rule-Based Learners for Handling Concept Drift: An Overview Cover

Incremental Rule-Based Learners for Handling Concept Drift: An Overview

Foundations of Computing and Decision Sciences
Volume 38 (2013): Issue 1 (March 2013)
By: Magdalena Deckert  
Open Access
|Feb 2013
DOI: https://doi.org/10.2478/v10209-011-0020-y | Journal eISSN: 2300-3405 | Journal ISSN: 0867-6356
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Language: English
Page range: 35 - 65
Published on: Feb 23, 2013
Published by: Poznan University of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
data mining,
decision rules,
rule-based classifiers,
incremental learning,
online learning,
data streams,
concept drift,
non-stationary environment,
overview
Related subjects:
Computer sciences,
Artificial intelligence,
Software development

© 2013 Magdalena Deckert, published by Poznan University of Technology
This work is licensed under the Creative Commons License.

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