Publisher DOI: 10.1007/978-3-319-55556-0_14
Title: Interactions between kernels, frames, and persistent homology
Language: English
Authors: Guillemard, Mijail 
Iske, Armin 
Issue Date: 2017
Publisher: Springer
Source: Applied and Numerical Harmonic Analysis (2): 861-888 (2017)
Abstract (english): 
This contribution discusses interactions between kernel methods, frame analysis, and persistent homology. To this end, we explain recent connections between these research areas, where special emphasis is placed on the discussion of reproducing kernel Hilbert spaces and persistent mechanisms. We show how interactions between these novel methodologies give new opportunities for the construction of numerical algorithms to analyze properties of data that are so far unexplored.
URI: http://hdl.handle.net/11420/4826
ISBN: 978-3-319-55555-3
978-3-319-55556-0
Institute: Mathematik E-10 
Document Type: Chapter (Book)
Appears in Collections:Publications without fulltext

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