Coarse-grained localized diffusion

DOI10.1016/j.acha.2012.02.004zbMath1279.60093OpenAlexW2046362289MaRDI QIDQ448490

Aviv Rotbart, Gil David, Guy Wolf, Amir Z. Averbuch

Publication date: 6 September 2012

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.acha.2012.02.004

zbMATH Keywords

dimensionality reductiondiffusion mapscoarse-graininglocalized diffusion folders

Mathematics Subject Classification ID

Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Applications of Brownian motions and diffusion theory (population genetics, absorption problems, etc.) (60J70)

Uses Software

• clusfind

Cites Work

• Unnamed Item
• Hierarchical data organization, clustering and denoising via localized diffusion folders
• Patch-to-tensor embedding
• Orientability and diffusion maps
• Linear-projection diffusion on smooth Euclidean submanifolds
• Diffusion maps
• Vector diffusion maps and the connection Laplacian
• Finding Groups in Data
• Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps

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