Kernel Treelets

DOI10.1142/S2424922X19500062zbMath1430.62144arXiv1812.04808OpenAlexW2903745659MaRDI QIDQ5237486

Hedi Xia, Hector D. Ceniceros

Publication date: 18 October 2019

Published in: Advances in Data Science and Adaptive Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1812.04808

zbMATH Keywords

clusteringunsupervised learningJacobi rotationsmutiresolution

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Statistical aspects of big data and data science (62R07)

Uses Software

• NumPy
• Matplotlib
• Scikit

Cites Work

• Unnamed Item
• Analysis of human electrocardiogram for biometric recognition
• Hierarchical clustering schemes
• Treelets -- an adaptive multi-scale basis for sparse unordered data
• Theoretical foundations of the potential function method in pattern recognition learning
• An efficient algorithm for a complete link method
• The elements of statistical learning. Data mining, inference, and prediction

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