kNN Classification with an Outlier Informative Distance Measure

DOI10.1007/978-3-319-69900-4_3OpenAlexW2765506016MaRDI QIDQ5045346

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Publication date: 4 November 2022

Published in: Lecture Notes in Computer Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-69900-4_3

zbMATH Keywords

outliersdistance measurekNN classification accuracy

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Uses Software

• LOF

Cites Work

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• Semidefinite programming for min-max problems and games
• Separable and low-rank continuous games
• The lottery Blotto game
• An Introduction to Polynomial and Semi-Algebraic Optimization
• Inapproximability of Nash Equilibrium
• Outlier Analysis
• Rank-based outlier detection
• Nearest neighbor pattern classification
• Data Mining and Knowledge Discovery Handbook
• A Further Generalization of the Kakutani Fixed Point Theorem, with Application to Nash Equilibrium Points

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