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Case-based reasoning: the search for similar solutions and identification of outliers

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Publication:1635045
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DOI10.1155/2018/9280787zbMath1405.65017OpenAlexW2888288498WikidataQ129269164 ScholiaQ129269164MaRDI QIDQ1635045

A. Duraj, P. S. Szczepaniak

Publication date: 18 December 2018

Published in: Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2018/9280787



Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Measures of association (correlation, canonical correlation, etc.) (62H20)



Uses Software

  • UCI-ml
  • LOF



Cites Work

  • Fuzzy mathematics in medicine
  • Case-based reasoning on images and signals.
  • Choice of the smoothing parameter and efficiency of k-nearest neighbor classification
  • Outlier Analysis
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