kNN-P: a kNN classifier optimized by P systems

DOI10.1016/j.tcs.2020.01.001zbMath1432.68386OpenAlexW2999349798MaRDI QIDQ2309410

Jun Wang, Juan Hu, Hong Peng, Wenping Yu

Publication date: 1 April 2020

Published in: Theoretical Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.tcs.2020.01.001

zbMATH Keywords

classificationmembrane computingPSOP-systems\(k\)-nearest neighbor classifier

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Biologically inspired models of computation (DNA computing, membrane computing, etc.) (68Q07)

Related Items (2)

The \(k\)-nearest neighbors method in single index regression model for functional quasi-associated time series data ⋮ Adaptive KNN and graph-based auto-weighted multi-view consensus spectral learning

Cites Work

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• An unsupervised learning algorithm for membrane computing
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• Spiking neural P systems with multiple channels
• Efficient monochromatic and bichromatic probabilistic reverse top-\(k\) query processing for uncertain big data
• Fuzzy reasoning spiking neural P system for fault diagnosis
• Nearest Neighbor Search
• Nearest neighbor pattern classification

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