A comparative study: globality versus locality for graph construction in discriminant analysis

DOI10.1155/2014/965602zbMath1442.68187OpenAlexW2164675948WikidataQ59054517 ScholiaQ59054517MaRDI QIDQ2336886

Bo Yang, Song-can Chen

Publication date: 19 November 2019

Published in: Journal of Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1155/2014/965602

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Graph theory (including graph drawing) in computer science (68R10) Pattern recognition, speech recognition (68T10)

Uses Software

• UCI-ml

Cites Work

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• Recent advances in graph-based pattern recognition with applications in document analysis
• Supervised neighborhood graph construction for semi-supervised classification
• A unified framework for semi-supervised dimensionality reduction
• Fuzzy multilevel graph embedding
• Euler principal component analysis
• A General Framework for Dimensionality-Reducing Data Visualization Mapping
• Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
• Image Noise Level Estimation by Principal Component Analysis

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