Multi-functional nearest-neighbour classification

DOI10.1007/s00500-017-2528-4zbMath1398.68454OpenAlexW2594778068WikidataQ59526528 ScholiaQ59526528MaRDI QIDQ1797921

Yanpeng Qu, Changjing Shang, Qiang Shen, Neil Mac Parthaláin, Wei Wu

Publication date: 22 October 2018

Published in: Soft Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00500-017-2528-4

zbMATH Keywords

classificationaggregationsimilarity relationnearest neighbour

Mathematics Subject Classification ID

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

Related Items (1)

Inconsistency guided robust attribute reduction

Uses Software

• UCI-ml
• C4.5

Cites Work

• Upper and lower images of a fuzzy set induced by a fuzzy relation: Applications to fuzzy inference and diagnosis
• \({\mathcal T}\)-partitions
• Fuzzy tolerance relation, fuzzy tolerance space and basis
• A comparative study of fuzzy sets and rough sets
• Metrics and \(\mathcal T\)-equalities
• A comparative study of fuzzy rough sets
• Support-vector networks
• Fuzzy-rough nearest neighbor algorithms in classification
• On ordered weighted averaging aggregation operators in multicriteria decisionmaking
• Nearest neighbor pattern classification
• On an implication function in many-valued systems of logic
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