@inproceedings{13d01e8bd5d545548edabe360985c19e,
title = "A unified view of diffusion maps and signal processing on graphs",
abstract = "In this paper we explore the connection between diffusion maps and signal processing on graphs. We aim to create a common terminology for both approaches and formulate the diffusion map interpretation of operations developed for signal processing. In particular we show the advantages of using the transition matrix of a Markov chain defined on the graph as the graph shift operator in the signal processing on graphs framework.",
author = "Ayelet Heimowitz and Eldar, {Yonina C.}",
note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 12th International Conference on Sampling Theory and Applications, SampTA 2017 ; Conference date: 03-07-2017 Through 07-07-2017",
year = "2017",
month = sep,
day = "1",
doi = "10.1109/SAMPTA.2017.8024401",
language = "الإنجليزيّة",
isbn = "9781538615652",
series = "2017 12th International Conference on Sampling Theory and Applications, SampTA 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "308--312",
editor = "Gholamreza Anbarjafari and Andi Kivinukk and Gert Tamberg",
booktitle = "2017 12th International Conference on Sampling Theory and Applications, SampTA 2017",
address = "الولايات المتّحدة",
}