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Publications

2021

Lizio, R. ; Liebana Vinas, S. ; Zoubir, A. M. ; Muma, M. ; Schäck, T. (2021):
Methods to Estimate the Blood Pressure and the Arterial Stiffness Based on Photoplethysmographic (PPG) Signals.
Essen, Evonik Operations GmbH, US 2021/0244302 A1,

Slides

Webpage

Schroth, C. A. ; Muma, M. (2021):
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis.
In: IEEE Transactions on Signal Processing, 69, S. 3947-3962. IEEE, ISSN 1053-587X,
DOI: 10.1109/TSP.2021.3092373,
Article
Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021):
Sparsity-aware Robust Community Detection (SPARCODE).
In: Signal Processing, Elsevier B.V., ISSN 0165-1684, DOI: 10.1016/j.sigpro.2021.108147,
Article
Poster

Video

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2021):
Robust Bayesian Cluster Enumeration Based on the t Distribution.
In: Signal Processing, 182, Elsevier B.V., ISSN 0165-1684, DOI: 10.1016/j.sigpro.2020.107870,
Article
Poster

Video

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2021):
Robust Bayesian Cluster Enumeration Based on the t Distribution.
In: Signal Processing, 182, Elsevier B.V., ISSN 0165-1684, DOI: 10.1016/j.sigpro.2020.107870,
Article
Poster

Video

Schroth, C. A. ; Muma, M. (2021):
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions.

In: IEEE Transactions on Signal Processing, 69, S. 3525-3540. IEEE, ISSN 1053-587X, e-ISSN 1941-0476, DOI: 10.1109/TSP.2021.3072482,

Article
Poster
Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021):
Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation.
n.A., IEEE, The 29th European Signal Processing Conference (EUSIPCO), Dublin, virtual,
23-27 August 2021
Conference Item
Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021):
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation.
In: IEEE Transactions on Knowledge and Data Engineering (submitted),

Article

Machkour, J. ; Muma, M. ; Palomar, D. P. (2021):
The Terminating-Knockoff Filter: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
In: Annals of Statistics, (submitted), Institute of Mathematical Statistics, ISSN 0090-5364,

Article

Poster

2020

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2020):
An Unsupervised Approach for Graph-based Robust Clustering of Human Gait Signatures.
In: 2020 IEEE Radar Conference (RadarConf’20), IEEE, IEEE Radar Conference, virtual
Conference, 21.-25.09.2020, ISSN 2375-5318, ISBN 978-1-7281-8942-0,
DOI: 10.1109/RadarConf2043947.2020.9266313,

Conference Item

Machkour, J. ; Muma, M. ; Alt, B. ; Zoubir, A. M. (2020):
A Robust Adaptive Lasso Estimator for the Independent Contamination Model.
In: Signal Processing, 174, Elsevier ScienceDirect, ISSN 01651684,
DOI: 10.1016/j.sigpro.2020.107608,
Article
Ruppel, F. ; Muma, M. ; Zoubir, A. M. (2020):
Globally Optimal Robust Matrix Completion Based on M-estimation.
IEEE, 30th International Workshop on Machine Learning for Signal Processing (MLSP 2020), Espoo, Finland (virtual Conference), 21.-24.09., ISBN 978-1-7281-6662-9,
DOI: 10.1109/MLSP49062.2020.9231573,
Article
Poster
Jin, D. ; Yin, F. ; Fauß, M. ; Muma, M. ; Zoubir, A. M. (2020):
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
S. 5915-5919, IEEE, 45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8, 2020, ISBN 978-1-5090-6632-2, DOI: 10.1109/ICASSP40776.2020.9054501,
Conference Item

2019

Dawel, L. ; Seifert, A.-K. ; Muma, M. ; Zoubir, A. M. (2019):
A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-based Gait Analysis.
8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Guadeloupe, West Indies, December 15 to 18, 2019,
Conference Item
Muma, M. ; Zeng, W.-J. ; Zoubir, A. M. (2019):
Robust M-Estimation Based Matrix Completion.
44th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, 12-17 May 2019
Conference Item
List of Publications