WCOID-DG: an approach for case base maintenance based on weighting, clustering, outliers, internal detection and DBsan-Gmeans

DOI10.1016/J.JCSS.2013.03.006zbMath1311.68155OpenAlexW2015361432MaRDI QIDQ394983

Zied Elouedi, Abir Smiti

Publication date: 28 January 2014

Published in: Journal of Computer and System Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jcss.2013.03.006

zbMATH Keywords

case base maintenanceoutliers detectioncase based reasoningdensity based clusteringGaussian-means clustering

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Uses Software

• R
• UCI-ml
• Stata

Cites Work

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• Multiagent simulation subsystem of diagnostic complexes based on device models
• Analogy-based search for solutions in intelligent systems of decision support
• Nearest neighbors search using point location in balls with applications to approximate Voronoi decompositions
• R for Stata Users
• Asymptotic Properties of Nearest Neighbor Rules Using Edited Data

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