Michael Muma

发表

Robust Estimation and Model Order Selection for Signal Processing

Michael Muma, Michael Muma, 2014 .

Robust testing for stationarity in the presence of outliers

Michael Muma, Abdelhak M. Zoubir, Jack Dagdagan, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bayesian Target Enumeration and Labeling Using Radar Data of Human Gait

Michael Muma, Abdelhak M. Zoubir, Moeness G. Amin, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

Robust model order selection for corneal height data based on τ estimation

Michael Muma, Abdelhak M. Zoubir, 2011, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Adaptive diffusion-based track assisted multi-object labeling in distributed camera networks

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks

Michael Muma, Abdelhak M. Zoubir, Peter J. Schreier, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

Robust and computationally efficient diffusion-based classification in distributed networks

Michael Muma, Abdelhak M. Zoubir, Patricia Binder, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Node-Specific Diffusion LMS-Based Distributed Detection Over Adaptive Networks

Michael Muma, Marc Moonen, Abdelhak M. Zoubir, 2018, IEEE Transactions on Signal Processing.

Robust Model Selection for Corneal Height Data Based on Tau Estimation

Michael Muma, Abdelhak M. Zoubir, 2011 .

Robustness Analysis of Spatial Time-Frequency Distributions Based on the Influence Function

Michael Muma, Abdelhak M. Zoubir, Waqas Sharif, 2013, IEEE Transactions on Signal Processing.

Globally Optimal Robust Matrix Completion Based on M-Estimation

Michael Muma, Abdelhak M. Zoubir, Felicia Ruppel, 2020, 2020 IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP).

Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions

Michael Muma, Christian A. Schroth, 2020 .

A robust adaptive Lasso estimator for the independent contamination model

Michael Muma, Abdelhak M. Zoubir, Bastian Alt, 2020, Signal Process..

Robust distributed multi-speaker voice activity detection using stability selection for sparse non-negative feature extraction

Michael Muma, Abdelhak M. Zoubir, L. Khadidja Hamaidi, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Novel Bayesian Cluster Enumeration Criterion for Cluster Analysis with Finite Sample Penalty Term

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series

Michael Muma, Cuntai Guan, Abdelhak M. Zoubir, 2018, IEEE Transactions on Biomedical Engineering.

Robust M-estimation Based Matrix Completion

Michael Muma, Abdelhak M. Zoubir, Wen-Jun Zeng, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Gravitational Clustering: A Simple, Robust and Adaptive Approach for Distributed Networks

Michael Muma, Abdelhak M. Zoubir, Patricia Binder, 2018, Signal Process..

Special Issue on Statistical Signal Processing Solutions and Advances for Data Science: Complex, Dynamic and Large-scale Settings

Michael Muma, Esa Ollila, Frédéric Pascal, 2020 .

Bayesian Cluster Enumeration Criterion for Unsupervised Learning

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2017, IEEE Transactions on Signal Processing.

Distributed Multi-Speaker Voice Activity Detection for Wireless Acoustic Sensor Networks

Michael Muma, Marc Moonen, Alexander Bertrand, 2017 .

Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering

Michael Muma, Abdelhak M. Zoubir, Visa Koivunen, 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

Robust diffusion-based unsupervised object labelling in distributed camera networks

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2015, AFRICON 2015.

Fast and accurate cooperative localization in wireless sensor networks

Michael Muma, Abdelhak M. Zoubir, Di Jin, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

A new robust and efficient estimator for ill-conditioned linear inverse problems with outliers

Michael Muma, Abdelhak M. Zoubir, Martin Vetterli, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust and adaptive diffusion-based classification in distributed networks

Michael Muma, Abdelhak M. Zoubir, Patricia Binder, 2016, EURASIP J. Adv. Signal Process..

A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-Based Gait Analysis

Michael Muma, Abdelhak M. Zoubir, Ann-Kathrin Seifert, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Robust Statistics for Signal Processing

Michael Muma, Abdelhak M. Zoubir, Esa Ollila, 2018 .

A new method for heart rate monitoring during physical exercise using photoplethysmographic signals

Michael Muma, Abdelhak M. Zoubir, Tim Schäck, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Robust Bayesian Cluster Enumeration pdf

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2018, ArXiv.

Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts

Michael Muma, Abdelhak M. Zoubir, Visa Koivunen, 2012, IEEE Signal Processing Magazine.

Diffusion-Based Bayesian Cluster Enumeration in Distributed Sensor Networks

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2018, 2018 IEEE Statistical Signal Processing Workshop (SSP).

In-network adaptive cluster enumeration for distributed classification and labeling

Michael Muma, Abdelhak M. Zoubir, Jun Liu, 2016, 2016 24th European Signal Processing Conference (EUSIPCO).

Signal Processing Projects at Technische Universität Darmstadt

Michael Muma, Abdelhak M. Zoubir, Tim Schack, 2016 .

Robust bootstrap methods with an application to geolocation in harsh LOS/NLOS environments

Michael Muma, Abdelhak M. Zoubir, Stefan Vlaski, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Bounded Influence Propagation $\tau$ -Estimation: A New Robust Method for ARMA Model Estimation

Michael Muma, Abdelhak M. Zoubir, A. Zoubir, 2016, IEEE Transactions on Signal Processing.

Robust distributed cooperative RSS-based localization for directed graphs in mixed LoS/NLoS environments

Michael Muma, Abdelhak M. Zoubir, Di Jin, 2018, EURASIP J. Wirel. Commun. Netw..

An Unsupervised Approach for Graph-based Robust Clustering of Human Gait Signatures

Michael Muma, Abdelhak M. Zoubir, Aylin Taştan, 2020, 2020 IEEE Radar Conference (RadarConf20).

Robust Estimation in Signal Processing

Michael Muma, Abdelhak M. Zoubir, Visa Koivunen, 2012 .

The Role of Cardiopulmonary Signals in the Dynamics of the Eye’s Wavefront Aberrations

Michael Muma, D. R. Iskander, D. Robert Iskander, 2010, IEEE Transactions on Biomedical Engineering.

Robust Detection for Cluster Analysis

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Distributed Robust Bayesian Cluster Enumeration Criterion for Unsupervised Learning

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2019, 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Sparsity-aware robust community detection (SPARCODE)

Michael Muma, Abdelhak M. Zoubir, Aylin Taştan, 2020, Signal Process..

Robust Bayesian Cluster Enumeration Based on the $t$ Distribution

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2018 .

Distributed robust change point detection for autoregressive processes with an application to distributed voice activity detection

Michael Muma, Abdelhak M. Zoubir, Daniel Kalus, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust source number enumeration for r-dimensional arrays in case of brief sensor failures

Michael Muma, Florian Roemer, Martin Haardt, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Multi-speaker voice activity detection by an improved multiplicative non-negative independent component analysis with sparseness constraints

Michael Muma, Abdelhak M. Zoubir, L. Khadidja Hamaidi, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model

Michael Muma, Abdelhak M. Zoubir, Bastian Alt, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Robust semiparametric amplitude estimation of sinusoidal signals: The multi-sensor case

Michael Muma, Ulrich Hammes, Abdelhak M. Zoubir, 2009, 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).

Computationally efficient algorithm for photoplethysmography-based atrial fibrillation detection using smartphones

Michael Muma, Abdelhak M. Zoubir, Tim Schäck, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis

Michael Muma, Christian A. Schroth, 2020 .

Hands-on in Signal Processing Education at Technische Universitat Darmstadt

Michael Muma, Abdelhak M. Zoubir, Tim Schäck, 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals

Michael Muma, Abdelhak M. Zoubir, Tim Schäck, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments

Michael Muma, Di Jin, Abdelhak M. Zoubir, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Robust distributed sparsity-constrained non-negative source separation and multi-speaker voice activity detection for speech enhancement in wireless acoustic sensor networks

Michael Muma, Abdelhak M. Zoubir, L. Khadidja Hamaidi, 2018, 2018 International Conference on Signals and Systems (ICSigSys).

A Novel Bayesian Cluster Enumeration Criterion for Unsupervised Learning pdf

Michael Muma, Abdelhak M. Zoubir, Freweyni K. Teklehaymanot, 2017, ArXiv.

An Online Approach for ICP Forecasting Based on Signal Decomposition and Robust Statistics

Michael Muma, Abdelhak M. Zoubir, Mengling Feng, 2013 .

An online approach for intracranial pressure forecasting based on signal decomposition and robust statistics

Michael Muma, Abdelhak M. Zoubir, Bin Han, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Motion artifact removal in ECG signals using multi-resolution thresholding

Michael Muma, Abdelhak M. Zoubir, Falco Strasser, 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

Distributed robust labeling of audio sources in heterogeneous wireless sensor networks

Sergios Theodoridis, Michael Muma, Abdelhak M. Zoubir, 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A procedure to locate the eyelid position in noisy videokeratoscopic images

Michael Muma, Abdelhak M. Zoubir, Weaam Alkhaldi, 2016, EURASIP J. Adv. Signal Process..

Robust model order selection for ARMA models based on the bounded innovation propagation τ-estimator

Michael Muma, Michael Muma, 2014, 2014 IEEE Workshop on Statistical Signal Processing (SSP).

The Terminating-Knockoff Filter: Fast High-Dimensional Variable Selection with False Discovery Rate Control

Michael Muma, Daniel P. Palomar, Jasin Machkour, 2021 .

Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation

Michael Muma, Abdelhak M. Zoubir, Aylin Tastan, 2021, 2021 29th European Signal Processing Conference (EUSIPCO).

Robust Regularized Locality Preserving Indexing for Fiedler Vector Estimation pdf

Michael Muma, Abdelhak M. Zoubir, Aylin Tastan, 2021, SSRN Electronic Journal.

Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis

Michael Muma, Christian A. Schroth, Michael Muma, 2020, IEEE Transactions on Signal Processing.