Gerald Matz

Gerald Matz

Technische Universität Wien

H-index: 42

Europe-Austria

About Gerald Matz

Gerald Matz, With an exceptional h-index of 42 and a recent h-index of 22 (since 2020), a distinguished researcher at Technische Universität Wien, specializes in the field of Signal Processing, Data Science, Machine Learning, Communication Theory.

His recent articles reflect a diverse array of research interests and contributions to the field:

On Generalized Signature Graphs

Efficient Learning of Balanced Signature Graphs

Signature graphs—Fundamentals, learning, and clustering

Relational local electroencephalography representations for sleep scoring

A Linearly Constrained Power Iteration for Spectral Semi-Supervised Classification on Signed Graphs

Distributed information-theoretic clustering

Non-convex total variation minimization for signed graph cut clustering

A Maximum A Posteriori Relaxation For Clustering The Labeled Stochastic Block Model

Gerald Matz Information

University

Position

Institute of Telecommunications

Citations(all)

7514

Citations(since 2020)

1815

Cited By

6481

hIndex(all)

42

hIndex(since 2020)

22

i10Index(all)

145

i10Index(since 2020)

45

Email

University Profile Page

Technische Universität Wien

Google Scholar

View Google Scholar Profile

Gerald Matz Skills & Research Interests

Signal Processing

Data Science

Machine Learning

Communication Theory

Top articles of Gerald Matz

Title

Journal

Author(s)

Publication Date

On Generalized Signature Graphs

Gerald Matz

2024/4/14

Efficient Learning of Balanced Signature Graphs

Gerald Matz

Claudio Verardo

Thomas Dittrich

2023/6/4

Signature graphs—Fundamentals, learning, and clustering

Gerald Matz

Thomas Dittrich

2022/10/31

Relational local electroencephalography representations for sleep scoring

Neural Networks

Georg Brandmayr

Manfred Hartmann

Franz Fürbass

Gerald Matz

Matthias Samwald

...

2022/10/1

A Linearly Constrained Power Iteration for Spectral Semi-Supervised Classification on Signed Graphs

Thomas Dittrich

Gerald Matz

2022/5/22

Distributed information-theoretic clustering

Information and Inference: A Journal of the IMA

Georg Pichler

Pablo Piantanida

Gerald Matz

2022/3

Non-convex total variation minimization for signed graph cut clustering

Thomas Dittrich

Gerald Matz

2021

A Maximum A Posteriori Relaxation For Clustering The Labeled Stochastic Block Model

Thomas Dittrich

Gerald Matz

2021/8/23

Unsupervised clustering on signed graphs with unknown number of clusters

Thomas Dittrich

Gerald Matz

2021/1/18

Signal processing on signed graphs: Fundamentals and potentials

IEEE Signal Processing Magazine

Thomas Dittrich

Gerald Matz

2020/10/29

Learning signed graphs from data

Gerald Matz

Thomas Dittrich

2020/5/4

Efficient graph learning from noisy and incomplete data

IEEE Transactions on Signal and Information Processing over Networks

Peter Berger

Gabor Hannak

Gerald Matz

2020/1/6

See List of Professors in Gerald Matz University(Technische Universität Wien)

Co-Authors

H-index: 111
Andreas F. Molisch

Andreas F. Molisch

University of Southern California

H-index: 102
Wolfgang Drexler, PhD

Wolfgang Drexler, PhD

Medizinische Universität Wien

H-index: 59
Karlheinz Groechenig

Karlheinz Groechenig

Universität Wien

H-index: 54
Hans G. Feichtinger

Hans G. Feichtinger

Universität Wien

H-index: 53
Franz Hlawatsch

Franz Hlawatsch

Technische Universität Wien

H-index: 50
Andreas Burg

Andreas Burg

École Polytechnique Fédérale de Lausanne

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