Concepedia

David I Shuman

DI

Statistics

Publications

28

Citations

6.5K

H-Index

19

Active since

2006

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Macalester College

University of Michigan

Massachusetts Institute of Technology

Austrian Academy of Sciences

David I Shuman is an author at École Polytechnique Fédérale de Lausanne specializing in computing, signal processing, and graph theory.

Publications per year

2006–2024

28

Publications

28

The emerging field of signal processing on graphs: Extending high-dimensional data analysis to networks and other irregular domains

David I Shuman, Sunil K. Narang, Pascal Frossard et al. · IEEE Signal Processing Magazine · 2013 · 4.4K citations · Full text

Computing, Computer Science, Mathematics +15

Vertex-frequency analysis on graphs

David I Shuman, Benjamin Ricaud, Pierre Vandergheynst · Applied and Computational Harmonic Analysis · 2015 · 344 citations · Full text

Computing, Data Science, Computational Geometry +16

GSPBOX: A toolbox for signal processing on graphs

Nathanaël Perraudin, Johan Paratte, David I Shuman et al. · arXiv (Cornell University) · 2014 · 279 citations · Full text

Computing, Computer Science, Data Structures +8

A Multiscale Pyramid Transform for Graph Signals

David I Shuman, Mohammad Javad Faraji, Pierre Vandergheynst · IEEE Transactions on Signal Processing · 2015 · 164 citations · Full text

Computing, Computer Science, Mathematics +15

Graph Signal Processing: History, development, impact, and outlook

Geert Leus, Antonio G. Marqués, José M. F. Moura et al. · IEEE Signal Processing Magazine · 2023 · 153 citations · Full text

Computing, Data Science, Neuroscience +16

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