Michael Muma
Orcid: 0000-0002-7983-1944Affiliations:
- TU Darmstadt, Germany
According to our database1,
Michael Muma
authored at least 75 papers
between 2010 and 2025.
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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Bibliography
2025
The terminating-random experiments selector: Fast high-dimensional variable selection with false discovery rate control.
Signal Process., 2025
2024
Emergency Response Person Localization and Vital Sign Estimation Using a Semi-Autonomous Robot Mounted SFCW Radar.
IEEE Trans. Biomed. Eng., June, 2024
CoRR, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
False Discovery Rate Control for Gaussian Graphical Models via Neighborhood Screening.
Proceedings of the 32nd European Signal Processing Conference, 2024
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Dataset, May, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023
2022
Proceedings of the 30th European Signal Processing Conference, 2022
Eigenvalue-Based Block Diagonal Representation and Application to p-Nearest Neighbor Graphs.
Proceedings of the 30th European Signal Processing Conference, 2022
False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter.
Proceedings of the 30th European Signal Processing Conference, 2022
Semi-Supervised Online Speaker Diarization using Vector Quantization with Alternative Codebooks.
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis.
IEEE Trans. Signal Process., 2021
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions.
IEEE Trans. Signal Process., 2021
Signal Process., 2021
Special issue on statistical signal processing solutions and advances for data science: Complex, dynamic and large-scale settings.
Signal Process., 2021
CoRR, 2021
Robust Spectral Clustering: A Locality Preserving Feature Mapping Based on M-estimation.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Signal Process., 2020
Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020
Exploiting Sparsity for Robust Sensor Network Localization in Mixed LOS/NLOS Environments.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Robust distributed cooperative RSS-based localization for directed graphs in mixed LoS/NLoS environments.
EURASIP J. Wirel. Commun. Netw., 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Spatial Inference in Sensor Networks using Multiple Hypothesis Testing and Bayesian Clustering.
Proceedings of the 27th European Signal Processing Conference, 2019
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
A Robust Genetic Algorithm for Feature Selection and Parameter Optimization in Radar-Based Gait Analysis.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019
Source Enumeration and Robust Voice Activity Detection in Wireless Acoustic Sensor Networks.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
IEEE Trans. Signal Process., 2018
IEEE Trans. Signal Process., 2018
Robust Nonlinear Causality Analysis of Nonstationary Multivariate Physiological Time Series.
IEEE Trans. Biomed. Eng., 2018
Gravitational Clustering: A simple, robust and adaptive approach for distributed networks.
Signal Process., 2018
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018
Novel Bayesian Cluster Enumeration Criterion for Cluster Analysis with Finite Sample Penalty Term.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Bounded Influence Propagation τ-Estimation: A New Robust Method for ARMA Model Estimation.
IEEE Trans. Signal Process., 2017
Signal Processing Projects at Technische Universität Darmstadt: How to engage undergraduate students in signal processing practice.
IEEE Signal Process. Mag., 2017
Multi-speaker voice activity detection by an improved multiplicative non-negative independent component analysis with sparseness constraints.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Adaptive diffusion-based track assisted multi-object labeling in distributed camera networks.
Proceedings of the 25th European Signal Processing Conference, 2017
Computationally efficient heart rate estimation during physical exercise using photoplethysmographic signals.
Proceedings of the 25th European Signal Processing Conference, 2017
The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model.
Proceedings of the 25th European Signal Processing Conference, 2017
Robust distributed multi-speaker voice activity detection using stability selection for sparse non-negative feature extraction.
Proceedings of the 25th European Signal Processing Conference, 2017
Computationally efficient algorithm for photoplethysmography-based atrial fibrillation detection using smartphones.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
EURASIP J. Adv. Signal Process., 2016
EURASIP J. Adv. Signal Process., 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
A new robust and efficient estimator for ill-conditioned linear inverse problems with outliers.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Distributed robust change point detection for autoregressive processes with an application to distributed voice activity detection.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Distributed robust labeling of audio sources in heterogeneous wireless sensor networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Robust and computationally efficient diffusion-based classification in distributed networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A new method for heart rate monitoring during physical exercise using photoplethysmographic signals.
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the AFRICON 2015, Addis Ababa, Ethiopia, September 14-17, 2015, 2015
2014
Robust model order selection for ARMA models based on the bounded innovation propagation τ-estimator.
Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014
Robust bootstrap methods with an application to geolocation in harsh LOS/NLOS environments.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Robustness Analysis of Spatial Time-Frequency Distributions Based on the Influence Function.
IEEE Trans. Signal Process., 2013
An online approach for intracranial pressure forecasting based on signal decomposition and robust statistics.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Robust Estimation in Signal Processing: A Tutorial-Style Treatment of Fundamental Concepts.
IEEE Signal Process. Mag., 2012
Robust source number enumeration for r-dimensional arrays in case of brief sensor failures.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
The Role of Cardiopulmonary Signals in the Dynamics of the Eye's Wavefront Aberrations.
IEEE Trans. Biomed. Eng., 2010