Improved \(k\)-nearest neighbor classification

DOI10.1016/S0031-3203(01)00132-7zbMath1006.68885OpenAlexW2121302072MaRDI QIDQ1860198

Krassimir Ianakiev, Venu Govindaraju, Yingquan Wu

Publication date: 20 February 2003

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0031-3203(01)00132-7

zbMATH Keywords

pattern classificationclassifierpreprocessing\(k\)-nearest neighbor classificationtemplate condensing

Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10) Computing methodologies and applications (68U99)

Related Items (8)

LiNearN: a new approach to nearest neighbour density estimator ⋮ GEOMETRIC PROXIMITY GRAPHS FOR IMPROVING NEAREST NEIGHBOR METHODS IN INSTANCE-BASED LEARNING AND DATA MINING ⋮ Fault detection and diagnosis strategy based on k-nearest neighbors and fuzzy C-means clustering algorithm for industrial processes ⋮ Weighted twin support vector machines with local information and its application ⋮ Aspects in classification learning -- review of recent developments in learning vector quantization ⋮ On crossing numbers of geometric proximity graphs ⋮ A SCALABLE CLUSTERING METHOD FOR CATEGORICAL SEQUENCE DATA ⋮ A survey of data mining techniques applied to agriculture

Cites Work

• Finding Prototypes For Nearest Neighbor Classifiers
• k-nearest-neighbor Bayes-risk estimation
• An algorithm for a selective nearest neighbor decision rule (Corresp.)
• Nearest neighbor pattern classification
• Unnamed Item

This page was built for publication: Improved \(k\)-nearest neighbor classification