2021

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation.
29th European Signal Processing Conference (EUSIPCO). virtual Conference (23.08.2021-27.08.2021)
doi: 10.23919/EUSIPCO54536.2021.9616292
Konferenzveröffentlichung, Bibliographie

Machkour, J. ; Muma, M. ; Palomar, D. P. (2021)
The Terminating-Knockoff Filter: Fast High-Dimensional Variable Selection with False Discovery Rate Control.
doi: 10.48550/arXiv.2110.06048
Report, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Sparsity-aware Robust Community Detection (SPARCODE).
In: Signal Processing, 187
doi: 10.1016/j.sigpro.2021.108147
Artikel, Bibliographie

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.
Norm, Patent, Standard, Bibliographie

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation.
doi: 10.48550/arXiv.2107.12070
Report, Bibliographie

Schroth, C. A. ; Muma, M. (2021)
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis.
In: IEEE Transactions on Signal Processing, 69
doi: 10.1109/TSP.2021.3092373
Artikel, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2021)
Robust Bayesian Cluster Enumeration Based on the t Distribution.
In: Signal Processing, 182
doi: 10.1016/j.sigpro.2020.107870
Artikel, Bibliographie

Muma, M. ; Ollila, E. ; Pascal, F. (2021)
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings.
In: Signal Processing, 182
doi: 10.1016/j.sigpro.2020.107892
Artikel, Bibliographie

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
doi: 10.1109/TSP.2021.3072482
Artikel, Bibliographie

2020

Taştan, A. ; Muma, M. ; Zoubir, A. M. (2020)
An Unsupervised Approach for Graph-based Robust Clustering of Human Gait Signatures.
IEEE Radar Conference. virtual Conference (21.09.2020-25.09.2020)
doi: 10.1109/RadarConf2043947.2020.9266313
Konferenzveröffentlichung, Bibliographie

Ruppel, F. ; Muma, M. ; Zoubir, A. M. (2020)
Globally Optimal Robust Matrix Completion Based on M-estimation.
30th International Workshop on Machine Learning for Signal Processing (MLSP 2020). Espoo, Finland (virtual Conference) (21.09.2020-24.09.2020)
doi: 10.1109/MLSP49062.2020.9231573
Konferenzveröffentlichung, Bibliographie

Machkour, J. ; Muma, M. ; Alt, B. ; Zoubir, A. M. (2020)
A Robust Adaptive Lasso Estimator for the Independent Contamination Model.
In: Signal Processing, 174
doi: 10.1016/j.sigpro.2020.107608
Artikel, Bibliographie

Jin, D. ; Yin, F. ; Fauß, M. ; Muma, M. ; Zoubir, A. M. (2020)
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
45th International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain (04.05.2020-08.05.2020)
doi: 10.1109/ICASSP40776.2020.9054501
Konferenzveröffentlichung, Bibliographie

2019

Zhang, Y. ; Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2019)
Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP). Guadeloupe, West Indies (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

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 (15.12.2019-18.12.2019)
Konferenzveröffentlichung, Bibliographie

Fauß, M. ; Muma, M. ; Teklehaymanot, F. K. ; Zoubir, A. M. (2019)
Robust Detection for Cluster Analysis.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, UK (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

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 (12.05.2019-17.05.2019)
Konferenzveröffentlichung, Bibliographie

Carlino, L. ; Jin, D. ; Muma, M. ; Zoubir, A. M. (2019)
Robust Distributed Cooperative RSS-based Localization for Directed Graphs in Mixed LoS/NLoS Environments.
In: EURASIP Journal on Wireless Communications and Networking, 2019
Artikel, Bibliographie

2018

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2018)
Bayesian Cluster Enumeration Criterion for Unsupervised Learning.
In: IEEE Trans. Signal Process., 66 (20)
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Feng, M. ; Guan, C. ; Zoubir, A. M. (2018)
Robust Nonlinear Causality Analysis of Non-Stationary Multivariate Physiological Time Series.
In: IEEE Transactions on Biomedical Engineering, 65 (6)
doi: 10.1109/TBME.2017.2708609
Artikel, Bibliographie

Al-Sayed, S. ; Plata-Chaves, J. ; Muma, M. ; Moonen, M. ; Zoubir, A. M. (2018)
Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks.
In: IEEE Transactions on Signal Processing, 66 (3)
Artikel, Bibliographie

Teklehaymanot, F. K. ; Seifert, A.-K. ; Muma, M. ; Amin, M. G. ; Zoubir, A. M. (2018)
Bayesian Target Enumeration and Labeling Using Radar Data of Human Gait.
Konferenzveröffentlichung, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2018)
Diffusion-Based Bayesian Cluster Enumeration in Distributed Sensor Networks.
Konferenzveröffentlichung, Bibliographie

Binder, P. ; Muma, M. ; Zoubir, A. M. (2018)
Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks.
In: Signal Processing, 149
doi: 10.1016/j.sigpro.2018.02.034
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Zoubir, A. M. (2018)
Hands-on in Signal Processing Education at Technische Universität Darmstadt.
Konferenzveröffentlichung, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2018)
Novel Bayesian Cluster Enumeration Criterion for Cluster Analysis With Finite Sample Penalty Term.
Konferenzveröffentlichung, Bibliographie

Hamaidi, L. K. ; Muma, M. ; Zoubir, A. M. (2018)
Robust Distributed Sparsity-Constrained Non-Negative Source Separation and Multi-Speaker Voice Activity Detection for Speech Enhancement in Wireless Acoustic Sensor Networks.
Konferenzveröffentlichung, Bibliographie

Zoubir, A. M. ; Koivunen, V. ; Ollila, E. ; Muma, M. (2018)
Robust Statistics for Signal Processing.
Buch, Bibliographie

2017

Teklehaymanot, F. K. ; Muma, M. ; Zoubir, A. M. (2017)
Adaptive Diffusion-Based Track Assisted Multi-Object Labeling in Distributed Camera Networks.
25th European Signal Processing Conference (EUSIPCO). Kos, Greece (28.08.2017-02.09.2017)
doi: 10.23919/EUSIPCO.2017.8081620
Konferenzveröffentlichung, Bibliographie

Machkour, J. ; Alt, B. ; Muma, M. ; Zoubir, A. M. (2017)
The Outlier-Corrected-Data-Adaptive Lasso: A New Robust Estimator for the Independent Contamination Model.
25th European Signal Processing Conference (EUSIPCO 2017). Kos, Greece (28.08.2017-02.09.2017)
doi: 10.23919/EUSIPCO.2017.8081489
Konferenzveröffentlichung, Bibliographie

Schäck, T. ; Safi Harb, Y. ; Muma, M. ; Zoubir, A. M. (2017)
Computationally Efficient Algorithm for Photoplethysmography-Based Atrial Fibrillation Detection Using Smartphones.
Seogwipo, South Korea
doi: 10.1109/EMBC.2017.8036773
Konferenzveröffentlichung, Bibliographie

Bahari, M. H. ; Hamaidi, L. K. ; Muma, M. ; Plata-Chaves, J. ; Moonen, M. ; Zoubir, A. M. ; Bertrand, A. (2017)
Distributed Multi-Speaker Voice Activity Detection for Wireless Acoustic Sensor Networks.
In: arXiv
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Zoubir, A. M. (2017)
Signal Processing Projects at Technische Universität Darmstadt: How to engage undergraduate students in signal processing practice.
In: IEEE Signal Processing Magazine, 34 (1)
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Zoubir, A. M. (2017)
Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals.
Kos, Greece
Konferenzveröffentlichung, Bibliographie

Hamaidi, L. K. ; Muma, M. ; Zoubir, A. M. (2017)
Multi-Speaker Voice Activity Detection by An Improved Multiplicative Non-Negative Independent Component Analysis With Sparseness Constraints.
Proc. 42nd IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP).
Konferenzveröffentlichung, Bibliographie

Hamaidi, L. K. ; Muma, M. ; Zoubir, A. M. (2017)
Robust Distributed Multi-Speaker Voice Activity Detection Using Stability Selection for Sparse Non-Negative Feature Extraction.
Konferenzveröffentlichung, Bibliographie

2016

Muma, M. ; Zoubir, A. M. (2016)
Bounded Influence Propagation τ-Estimation: A New Robust Method for ARMA Models.
In: IEEE Transactions on Signal Processing, 65 (7)
doi: 10.1109/TSP.2016.2634539
Artikel, Bibliographie

Scheidt, F. ; Jin, D. ; Muma, M. ; Zoubir, A. M. (2016)
Fast and Accurate Cooperative Localization in Wireless Sensor Networks.
24th European Signal Processing Conference. Budapest, Hungary (28.08.2016-02.09.2016)
doi: 10.1109/EUSIPCO.2016.7760236
Konferenzveröffentlichung, Bibliographie

Martinez-Camara, M. ; Muma, M. ; Béjar-Haro, B. ; Zoubir, A. M. ; Vetterli, M. (2016)
The regularized tau estimator: A robust and efficient solution to ill-posed linear inverse problems.
doi: 10.48550/arXiv.1606.00812
Report, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Liu, J. ; Zoubir, A. M. (2016)
In-network Adaptive Cluster Enumeration for Distributed Classification/labeling.
Konferenzveröffentlichung, Bibliographie

Binder, P. ; Muma, M. ; Zoubir, A. M. (2016)
Robust and Adaptive Diffusion-based Classification in Distributed Networks.
In: EURASIP Journal on Advances in Signal Processing, 2016
doi: 10.1186/s13634-016-0331-5
Artikel, Bibliographie

Schäck, T. ; Muma, M. ; Alkhaldi, W. ; Zoubir, A. M. (2016)
A procedure to locate the eyelid position in noisy videokeratoscopic images.
In: EURASIP Journal on Advances in Signal Processing: Nonlinear signal and image processing - a special issue in honour of Giovanni L. Sicuranza on his seventy-fifth birtday, 2016 (1)
Artikel, Bibliographie

2015

Kalus, D. ; Muma, M. ; Zoubir, A. M. (2015)
Distributed Robust Change Point Detection for Autoregressive Processes with an Application to Voice Activity Detection.
Konferenzveröffentlichung, Bibliographie

Chouvardas, S. ; Muma, M. ; Hamaidi, L. K. ; Theodoridis, S. ; Zoubir, A. M. (2015)
Distributed Robust Labeling of Audio Sources in Heterogeneous Wireless Sensor Networks.
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference.
Konferenzveröffentlichung, Bibliographie

Martinez-Camara, M. ; Muma, M. ; Zoubir, A. M. ; Vetterli, M. (2015)
A New Robust and Efficient Estimator for Ill-Conditioned Linear Inverse Problems.
Konferenzveröffentlichung, Bibliographie

Binder, P. ; Muma, M. ; Zoubir, A. M. (2015)
Robust and Computationally Efficient Diffusion-Based Classification in Distributed Networks.
Konferenzveröffentlichung, Bibliographie

Schäck, T. ; Sledz, C. ; Muma, M. ; Zoubir, A. M. (2015)
A new method for heart rate monitoring during physical exercise using photoplethysmographic signals.
European Signal Processing Conference 2015 (EUSIPCO 2015).
doi: 10.1109/EUSIPCO.2015.7362868
Konferenzveröffentlichung, Bibliographie

Teklehaymanot, F. K. ; Muma, M. ; Béjar-Haro, B. ; Binder, P. ; Zoubir, A. M. ; Vetterli, M. (2015)
Robust Diffusion-Based Unsupervised Object Labelling in Distributed Camera Networks.
Konferenzveröffentlichung, Bibliographie

Kelava, Augustin ; Muma, M. ; Deja, M. ; Dagdagan, J. Y. ; Zoubir, A. M. (2015)
A new approach for the quantification of synchrony of multivariate non-stationary psychophysiological variables during emotion eliciting stimuli.
In: Frontiers in Psychology, 5
doi: 10.3389/fpsyg.2014.01507
Artikel, Bibliographie

2014

Muma, M. (2014)
Robust model order selection for ARMA models based on the bounded innovation propagation τ-estimator.
In Proc. IEEE Workshop on Statistical Signal Processing (SSP).
Konferenzveröffentlichung, Bibliographie

Vlaski, S. ; Muma, M. ; Zoubir, A. M. (2014)
Robust Bootstrap Methods with an Application to Geolocation in Harsh LOS/NLOS environments.
Proc. 39th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP).
Konferenzveröffentlichung, Bibliographie

Dagdagan, J. Y. ; Muma, M. ; Zoubir, A. M. (2014)
Robust testing for stationarity in the presence of outliers.
doi: 10.1109/ICASSP.2014.6854244
Konferenzveröffentlichung, Bibliographie

Muma, M. (2014)
Robust Estimation and Model Order Selection for Signal Processing.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung

2013

Han, B. ; Muma, M. ; Feng, M. ; Zoubir, A. M. (2013)
An Online Approach for ICP Forecasting Based on Signal Decomposition and Robust Statistics.
Proc. 38th IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP).
Konferenzveröffentlichung, Bibliographie

Sharif, W. ; Muma, M. ; Zoubir, A. M. (2013)
Robustness Analysis of Spatial Time-Frequency Distributions Based on the Influence Function.
In: IEEE Trans. on Signal Processing, 61 (8)
Artikel, Bibliographie

2012

Strasser, Falco ; Muma, M. ; Zoubir, A. M. (2012)
Motion Artefact Removal in ECG Signals Using Multi-Resolution Thresholding.
Proc. 20th European Signal Processing Conf. (EUSIPCO).
Konferenzveröffentlichung, Bibliographie

Muma, M. ; Cheng, Y. ; Roemer, F. ; Haardt, M. ; Zoubir, A. M. (2012)
Robust source number enumeration for R-dimensional arrays in case of brief sensor failures.
Proc. 37th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP).
Konferenzveröffentlichung, Bibliographie

Zoubir, A. M. ; Koivunen, V. ; Chakhchoukh, Y. ; Muma, M. (2012)
Robust Estimation in Signal Processing.
In: IEEE Signal Processing Mag., 29 (4)
Artikel, Bibliographie

2011

Muma, M. ; Zoubir, A. M. (2011)
Robust Model Selection for Corneal Height Data Based on Tau Estimation.
Proc. 36th IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP).
Konferenzveröffentlichung, Bibliographie

2010

Muma, M. ; Iskander, D. R. ; Collins, M. J. (2010)
The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations.
In: IEEE Trans. on Biomedical Engineering, 57 (2)
Artikel, Bibliographie

2009

Muma, M. ; Hammes, U. ; Zoubir, A. M. (2009)
Robust Semiparametric Amplitude Estimation of Sinusoidal Signals:The Multi-Sensor Case.
Proc. 3rd IEEE Int. Workshop on Computational Advancesin Multi-Sensor Adaptive Processing (CAMSAP).
Konferenzveröffentlichung, Bibliographie