Alexander Bertrand

151 papers B 1Misc 24Journal 86Unranked 39

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Minimally informed linear discriminant analysis: Training an LDA model with unlabelled data. Signal Process. Nicolas Heintz, Tom Francart, Alexander Bertrand
2025	J	`jnl`	A Distributed Neural Network Architecture for Dynamic Sensor Selection With Application to Bandwidth-Constrained Body-Sensor Networks. IEEE J. Biomed. Health Informatics Thomas Strypsteen, Alexander Bertrand
2025	J	`jnl`	A Human-in-the-Loop Method for Annotation of Events in Biomedical Signals. IEEE J. Biomed. Health Informatics Nick Seeuws, Maarten De Vos, Alexander Bertrand
2025	J	`jnl`	Distributed Adaptive Signal Fusion for Fractional Programs. IEEE Trans. Signal Inf. Process. over Networks Cem Ates Musluoglu, Alexander Bertrand
2025	J	`jnl`	Distributed Adaptive Spatial Filtering With Inexact Local Solvers. IEEE Trans. Signal Process. Charles Hovine, Alexander Bertrand
2025	J	`jnl`	Distributed Blind Source Separation Based on FastICA. IEEE Signal Process. Lett. Cem Ates Musluoglu, Alexander Bertrand
2025	J	`jnl`	EEG-Based Decoding of Selective Visual Attention in Superimposed Videos. IEEE J. Biomed. Health Informatics Yuanyuan Yao, Wout De Swaef, Simon Geirnaert, Alexander Bertrand
2025	J	`jnl`	Efficient Solutions for Mitigating Initialization Bias in Unsupervised Self-Adaptive Auditory Attention Decoding. CoRR Yuanyuan Yao, Simon Geirnaert, Tinne Tuytelaars, Alexander Bertrand
2025	J	`jnl`	Multi-Resolution Autonomous Linear State Space Filters for N-Dimensional Signals. IEEE Trans. Signal Process. Christof Baeriswyl, Frédéric Waldmann, Alexander Bertrand, Reto A. Wildhaber
2025	—	`conf`	Performance Modeling for Correlation-Based Neural Decoding of Auditory Attention to Speech. EUSIPCO Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Performance Modeling for Correlation-based Neural Decoding of Auditory Attention to Speech. CoRR Simon Geirnaert, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Post-processing of EEG-based Auditory Attention Decoding Decisions via Hidden Markov Models. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Stimulus-Informed Generalized Canonical Correlation Analysis for Group Analysis of Neural Responses to Natural Stimuli. IEEE J. Biomed. Health Informatics Simon Geirnaert, Yuanyuan Yao, Tom Francart, Alexander Bertrand
2025	J	`jnl`	Unsupervised Accuracy Estimation for Brain-Computer Interfaces Based on Selective Auditory Attention Decoding. IEEE Trans. Biomed. Eng. Miguel Angel Lopez-Gordo, Simon Geirnaert, Alexander Bertrand
2025	J	`jnl`	Unsupervised EEG-based decoding of absolute auditory attention with canonical correlation analysis. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2024	J	`jnl`	A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems in Wireless Sensor Networks. IEEE Trans. Signal Process. Charles Hovine, Alexander Bertrand
2024	—	`conf`	A Multi-View Extension for Change Point Detection via Time-Invariant Representations. EUSIPCO Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
2024	J	`jnl`	A semi-supervised interactive algorithm for change point detection. Data Min. Knowl. Discov. Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
2024	J	`jnl`	Avoiding Post-Processing With Event-Based Detection in Biomedical Signals. IEEE Trans. Biomed. Eng. Nick Seeuws, Maarten De Vos, Alexander Bertrand
2024	J	`jnl`	Change Point Detection in Multi-Channel Time Series via a Time-Invariant Representation. IEEE Trans. Knowl. Data Eng. Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
2024	J	`jnl`	Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks. CoRR Thomas Strypsteen, Alexander Bertrand
2024	J	`jnl`	Correction: A semi‑supervised interactive algorithm for change point detection. Data Min. Knowl. Discov. Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
2024	J	`jnl`	Distributed Blind Source Separation based on FastICA. CoRR Cem Ates Musluoglu, Alexander Bertrand
2024	J	`jnl`	Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset. CoRR Simon Geirnaert, Iustina Rotaru, Tom Francart, Alexander Bertrand
2024	—	`conf`	Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding. EUSIPCO Nicolas Heintz, Simon Geirnaert, Iris Van De Ryck, Tom Francart, Alexander Bertrand
2023	Misc	`conf`	A Computationally Efficient Algorithm for Distributed Adaptive Signal Fusion Based on Fractional Programs. ICASSP Cem Ates Musluoglu, Alexander Bertrand
2023	—	`conf`	A Distributed Adaptive Algorithm for Node-Specific Signal Fusion Problems in Wireless Sensor Networks. EUSIPCO Cem Ates Musluoglu, Alexander Bertrand
2023	Misc	`conf`	A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems. ICASSP Charles Hovine, Alexander Bertrand
2023	J	`jnl`	A Novel Loss for Change Point Detection Models With Time-Invariant Representations. IEEE Signal Process. Lett. Zhenxiang Cao, Nick Seeuws, Maarten De Vos, Alexander Bertrand
2023	J	`jnl`	A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems - Part I: Algorithm Derivation. IEEE Trans. Signal Process. Cem Ates Musluoglu, Alexander Bertrand
2023	J	`jnl`	A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems - Part II: Convergence Properties. IEEE Trans. Signal Process. Cem Ates Musluoglu, Charles Hovine, Alexander Bertrand
2023	J	`jnl`	A distributed neural network architecture for dynamic sensor selection with application to bandwidth-constrained body-sensor networks. CoRR Thomas Strypsteen, Alexander Bertrand
2023	J	`jnl`	Bandwidth-Efficient Distributed Neural Network Architectures With Application to Neuro-Sensor Networks. IEEE J. Biomed. Health Informatics Thomas Strypsteen, Alexander Bertrand
2023	J	`jnl`	Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data. CoRR Nicolas Heintz, Tom Francart, Alexander Bertrand
2023	Misc	`conf`	Neural Source Coding For Bandwidth-Efficient Brain-Computer Interfacing With Wireless Neuro-Sensor Networks. ICASSP Thomas Strypsteen, Alexander Bertrand
2023	—	`conf`	Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses. EUSIPCO Simon Geirnaert, Tom Francart, Alexander Bertrand
2023	Misc	`conf`	Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding. ICASSP Nicolas Heintz, Simon Geirnaert, Tom Francart, Alexander Bertrand
2022	—	`conf`	A Neural Network Approach for Ultrasound Attenuation Coefficient Estimation. EUSIPCO Jasleen Birdi, Jan D'hooge, Alexander Bertrand
2022	J	`jnl`	Bandwidth-efficient distributed neural network architectures with application to body sensor networks. CoRR Thomas Strypsteen, Alexander Bertrand
2022	J	`jnl`	Electrocardiogram Quality Assessment Using Unsupervised Deep Learning. IEEE Trans. Biomed. Eng. Nick Seeuws, Maarten De Vos, Alexander Bertrand
2022	J	`jnl`	EventNet: Detecting Events in EEG. CoRR Nick Seeuws, Maarten De Vos, Alexander Bertrand
2022	J	`jnl`	Grouped variable selection for generalized eigenvalue problems. Signal Process. Jonathan Dan, Simon Geirnaert, Alexander Bertrand
2022	—	`conf`	Improved Tracking for Distributed Signal Fusion Optimization in a Fully-Connected Wireless Sensor Network. EUSIPCO Cem Ates Musluoglu, Marc Moonen, Alexander Bertrand
2022	J	`jnl`	MAXVAR-Based Distributed Correlation Estimation in a Wireless Sensor Network. IEEE Trans. Signal Process. Charles Hovine, Alexander Bertrand
2022	B	`conf`	Semi-supervised Change Point Detection Using Active Learning. DS Arne De Brabandere, Zhenxiang Cao, Maarten De Vos, Alexander Bertrand, Jesse Davis
2022	J	`jnl`	Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction. IEEE J. Biomed. Health Informatics Simon Geirnaert, Tom Francart, Alexander Bertrand
2022	—	`conf`	Windowed State Space Filters for Peak Interference Suppression in Neural Spike Sorting. EUSIPCO Christof Baeriswyl, Alexander Bertrand, Reto A. Wildhaber
2021	J	`jnl`	Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation. IEEE Trans. Signal Process. Tim De Ryck, Maarten De Vos, Alexander Bertrand
2021	J	`jnl`	Distributed Adaptive Trace Ratio Optimization in Wireless Sensor Networks. IEEE Trans. Signal Process. Cem Ates Musluoglu, Alexander Bertrand
2021	—	`conf`	Distributed MAXVAR: Identifying Common Signal Components across the Nodes of a Sensor Network. EUSIPCO Charles Hovine, Alexander Bertrand
2021	J	`jnl`	Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices. IEEE Signal Process. Mag. Simon Geirnaert, Servaas Vandecappelle, Emina Alickovic, Alain de Cheveigné, Edmund C. Lalor, Bernd T. Meyer, Sina Miran, Tom Francart, Alexander Bertrand
2021	J	`jnl`	End-to-end learnable EEG channel selection with deep neural networks. CoRR Thomas Strypsteen, Alexander Bertrand
2021	J	`jnl`	Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns. IEEE Trans. Biomed. Eng. Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	Misc	`conf`	Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG. ICASSP Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	J	`jnl`	SHYBRID: A Graphical Tool for Generating Hybrid Ground-Truth Spiking Data for Evaluating Spike Sorting Performance. Neuroinformatics Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
2021	J	`jnl`	Unsupervised Self-Adaptive Auditory Attention Decoding. IEEE J. Biomed. Health Informatics Simon Geirnaert, Tom Francart, Alexander Bertrand
2021	J	`jnl`	Utility metric for unsupervised feature selection. PeerJ Comput. Sci. Amalia Villa, Abhijith Mundanad Narayanan, Sabine Van Huffel, Alexander Bertrand, Carolina Varon
2020	Misc	`conf`	A Neural Network-Based Spike Sorting Feature Map That Resolves Spike Overlap in the Feature Space. ICASSP Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
2020	J	`jnl`	Analysis of Miniaturization Effects and Channel Selection Strategies for EEG Sensor Networks With Application to Auditory Attention Detection. IEEE Trans. Biomed. Eng. Abhijith Mundanad Narayanan, Alexander Bertrand
2020	J	`jnl`	Change Point Detection in Time Series Data using Autoencoders with a Time-Invariant Representation. CoRR Tim De Ryck, Maarten De Vos, Alexander Bertrand
2020	J	`jnl`	Computationally-Efficient Algorithm for Real-Time Absence Seizure Detection in Wearable Electroencephalography. Int. J. Neural Syst. Jonathan Dan, Benjamin Vandendriessche, Wim Van Paesschen, Dorien Weckhuysen, Alexander Bertrand
2020	—	`conf`	Distributed Trace Ratio Optimization in Fully-Connected Sensor Networks. EUSIPCO Cem Ates Musluoglu, Alexander Bertrand
2020	J	`jnl`	Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links. Signal Process. Fernando de la Hucha Arce, Marc Moonen, Marian Verhelst, Alexander Bertrand
2020	Misc	`conf`	Group-Utility Metric for Efficient Sensor Selection and Removal in LCMV Beamformers. ICASSP Abhijith Mundanad Narayanan, Alexander Bertrand
2020	J	`jnl`	Multi-Pattern Recognition Through Maximization of Signal-to-Peak-Interference Ratio With Application to Neural Spike Sorting. IEEE Trans. Signal Process. Jasper Wouters, Panagiotis Patrinos, Fabian Kloosterman, Alexander Bertrand
2020	J	`jnl`	On the Convexity of Bit Depth Allocation for Linear MMSE Estimation in Wireless Sensor Networks. IEEE Signal Process. Lett. Fernando de la Hucha Arce, Panagiotis Patrinos, Marian Verhelst, Alexander Bertrand
2020	J	`jnl`	Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research. NeuroImage Neetha Das, Jonas Vanthornhout, Tom Francart, Alexander Bertrand
2019	—	`conf`	A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain. EUSIPCO Simon Geirnaert, Tom Francart, Alexander Bertrand
2019	—	`conf`	A data-driven regularization approach for template matching in spike sorting with high-density neural probes. EMBC Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
2019	—	`conf`	Signal-to-peak-interference ratio maximization with automatic interference weighting for threshold-based spike sorting of high-density neural probe data. NER Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
2018	Misc	`conf`	Data-Driven Multi-Channel Filter Design with Peak-Interference Suppression for Threshold-Based Spike Sorting in High-Density Neural Probes. ICASSP Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
2018	—	`conf`	The effect of miniaturization and galvanic separation of EEG sensor devices in an auditory attention detection task. EMBC Abhijith Mundanad Narayanan, Alexander Bertrand
2018	J	`jnl`	Utility Metrics for Assessment and Subset Selection of Input Variables for Linear Estimation [Tips & Tricks]. IEEE Signal Process. Mag. Alexander Bertrand
2017	J	`jnl`	Adaptive Quantization for Multichannel Wiener Filter-Based Speech Enhancement in Wireless Acoustic Sensor Networks. Wirel. Commun. Mob. Comput. Fernando de la Hucha Arce, Marc Moonen, Marian Verhelst, Alexander Bertrand
2017	J	`jnl`	Blind Sampling Rate Offset Estimation for Wireless Acoustic Sensor Networks Through Weighted Least-Squares Coherence Drift Estimation. IEEE ACM Trans. Audio Speech Lang. Process. Mohamad Hasan Bahari, Alexander Bertrand, Marc Moonen
2017	—	`conf`	Blind parallel interrogation of ultrasonic neural dust motes based on canonical polyadic decomposition: A simulation study. EUSIPCO Alexander Bertrand, Dongjin Seo, Jose M. Carmena, Michel M. Maharbiz, Elad Alon, Jan M. Rabaey
2017	J	`jnl`	Comments on "Distributed Identification of the Most Critical Node for Average Consensus". IEEE Trans. Signal Process. Alexander Bertrand
2017	J	`jnl`	EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses. IEEE Trans. Biomed. Eng. Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2017	—	`conf`	EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters. EUSIPCO Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2017	J	`jnl`	Heterogeneous and Multitask Wireless Sensor Networks - Algorithms, Applications, and Challenges. IEEE J. Sel. Top. Signal Process. Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen, Sergios Theodoridis, Abdelhak M. Zoubir
2017	J	`jnl`	Multi-Task Wireless Sensor Network for Joint Distributed Node-Specific Signal Enhancement, LCMV Beamforming and DOA Estimation. IEEE J. Sel. Top. Signal Process. Amin Hassani, Jorge Plata-Chaves, Mohamad Hasan Bahari, Marc Moonen, Alexander Bertrand
2017	J	`jnl`	Multidisciplinary Learning through Implementation of the DVB-S2 Standard. IEEE Commun. Mag. Yuri Murillo, Bertold Van den Bergh, Jona Beysens, Alexander Bertrand, Wim Dehaene, Panagiotis Patrinos, Tinne Tuytelaars, Ruth Vazquez Sabariego, Marian Verhelst, Patrick Wambacq, Sofie Pollin
2017	Misc	`conf`	Real-time distributed speech enhancement with two collaborating microphone arrays. ICASSP Amin Hassani, Alexander Bertrand, Marc Moonen
2017	J	`jnl`	Topology-Independent Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks. IEEE Trans. Signal Inf. Process. over Networks Joseph Szurley, Alexander Bertrand, Marc Moonen
2016	—	`conf`	Adaptive attention-driven speech enhancement for EEG-informed hearing prostheses. EMBC Neetha Das, Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2016	J	`jnl`	Binaural Noise Cue Preservation in a Binaural Noise Reduction System With a Remote Microphone Signal. IEEE ACM Trans. Audio Speech Lang. Process. Joseph Szurley, Alexander Bertrand, Bas van Dijk, Marc Moonen
2016	—	`conf`	Distributed labelling of audio sources in wireless acoustic sensor networks using consensus and matching. EUSIPCO Mohamad Hasan Bahari, Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen
2016	J	`jnl`	EEG-informed attended speaker extraction from recorded speech mixtures with application in neuro-steered hearing prostheses. CoRR Simon Van Eyndhoven, Tom Francart, Alexander Bertrand
2016	J	`jnl`	GEVD-Based Low-Rank Approximation for Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks. IEEE Trans. Signal Process. Amin Hassani, Alexander Bertrand, Marc Moonen
2016	J	`jnl`	Generalized Signal Utility for LMMSE Signal Estimation With Application to Greedy Quantization in Wireless Sensor Networks. IEEE Signal Process. Lett. Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand
2016	—	`conf`	Incremental multiple error filtered-X LMS for node-specific active noise control over wireless acoustic sensor networks. SAM Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen
2016	Misc	`conf`	LCMV beamforming with subspace projection for multi-speaker speech enhancement. ICASSP Amin Hassani, Alexander Bertrand, Marc Moonen
2016	—	`conf`	Multi-task wireless acoustic sensor network for node-specific speech enhancement and DOA estimation. SAM Amin Hassani, Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen
2016	Misc	`conf`	Unsupervised diffusion-based LMS for node-specific parameter estimation over wireless sensor networks. ICASSP Jorge Plata-Chaves, Mohamad Hasan Bahari, Marc Moonen, Alexander Bertrand
2015	—	`conf`	Blind sampling rate offset estimation based on coherence DRD7T in wireless acoustic sensor networks. EUSIPCO Mohamad Hasan Bahari, Alexander Bertrand, Marc Moonen
2015	—	`conf`	Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario. EMBC Wouter Biesmans, Jonas Vanthornhout, Jan Wouters, Marc Moonen, Tom Francart, Alexander Bertrand
2015	J	`jnl`	Cooperative integrated noise reduction and node-specific direction-of-arrival estimation in a fully connected wireless acoustic sensor network. Signal Process. Amin Hassani, Alexander Bertrand, Marc Moonen
2015	J	`jnl`	Distributed Canonical Correlation Analysis in Wireless Sensor Networks With Application to Distributed Blind Source Separation. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2015	J	`jnl`	Distributed adaptive generalized eigenvector estimation of a sensor signal covariance matrix pair in a fully connected sensor network. Signal Process. Alexander Bertrand, Marc Moonen
2015	J	`jnl`	Distributed adaptive node-specific signal estimation in heterogeneous and mixed-topology wireless sensor networks. Signal Process. Joseph Szurley, Alexander Bertrand, Marc Moonen
2015	Misc	`conf`	Distributed signal estimation in a wireless sensor network with partially-overlapping node-specific interests or source observability. ICASSP Jorge Plata-Chaves, Alexander Bertrand, Marc Moonen
2015	—	`conf`	Distributed signal subspace estimation based on local generalized eigenvector matrix inversion. EUSIPCO Amin Hassani, Alexander Bertrand, Marc Moonen
2015	—	`conf`	Energy-vs-performance trade-offs in speech enhancement in wireless acoustic sensor networks. EUSIPCO Fernando de la Hucha Arce, Fernando Rosas, Marc Moonen, Marian Verhelst, Alexander Bertrand
2015	Misc	`conf`	Low-rank approximation-based distributed node-specific signal estimation in a fully-connected wireless sensor network. ICASSP Amin Hassani, Alexander Bertrand, Marc Moonen
2015	J	`jnl`	Optimal distributed minimum-variance beamforming approaches for speech enhancement in wireless acoustic sensor networks. Signal Process. Shmulik Markovich Golan, Alexander Bertrand, Marc Moonen, Sharon Gannot
2015	Misc	`conf`	Optimal spatial filtering for auditory steady-state response detection using high-density EEG. ICASSP Wouter Biesmans, Alexander Bertrand, Jan Wouters, Marc Moonen
2015	J	`jnl`	Special issue on wireless acoustic sensor networks and ad hoc microphone arrays. Signal Process. Alexander Bertrand, Simon Doclo, Sharon Gannot, Nobutaka Ono, Toon van Waterschoot
2015	J	`jnl`	Unsupervised diffusion-based LMS for node-specific parameter estimation over wireless sensor networks. CoRR Jorge Plata-Chaves, Mohamad Hasan Bahari, Marc Moonen, Alexander Bertrand
2014	Misc	`conf`	A modified broadcast strategy for distributed signal estimation in a wireless sensor network with a tree topology. ICASSP Joseph Szurley, Alexander Bertrand, Marc Moonen, Ingrid Moerman
2014	—	`conf`	Beamforming approaches for untethered, ultrasonic neural dust motes for cortical recording: A simulation study. EMBC Alexander Bertrand, Dongjin Seo, Filip Maksimovic, Jose M. Carmena, Michel M. Maharbiz, Elad Alon, Jan M. Rabaey
2014	—	`conf`	Distributed GEVD-based signal subspace estimation in a fully-connected wireless sensor network. EUSIPCO Amin Hassani, Alexander Bertrand, Marc Moonen
2014	J	`jnl`	Distributed adaptive estimation of covariance matrix eigenvectors in wireless sensor networks with application to distributed PCA. Signal Process. Alexander Bertrand, Marc Moonen
2014	Misc	`conf`	Distributed eye blink artifact removal in a wireless EEG sensor network. ICASSP Alexander Bertrand, Marc Moonen
2014	J	`jnl`	Greedy distributed node selection for node-specific signal estimation in wireless sensor networks. Signal Process. Joseph Szurley, Alexander Bertrand, Peter Ruckebusch, Ingrid Moerman, Marc Moonen
2013	J	`jnl`	Distributed LCMV Beamforming in a Wireless Sensor Network With Single-Channel Per-Node Signal Transmission. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2013	Misc	`conf`	Distributed adaptive eigenvector estimation of the sensor signal covariance matrix in a fully connected sensor network. ICASSP Alexander Bertrand, Marc Moonen
2013	J	`jnl`	Distributed computation of the Fiedler vector with application to topology inference in ad hoc networks. Signal Process. Alexander Bertrand, Marc Moonen
2013	—	`conf`	Distributed node-specific direction-of-arrival estimation in wireless acoustic sensor networks. EUSIPCO Amin Hassani, Alexander Bertrand, Marc Moonen
2013	Misc	`conf`	Improved tracking performance for distributed node-specific signal enhancement inwireless acoustic sensor networks. ICASSP Joseph Szurley, Alexander Bertrand, Marc Moonen
2013	—	`conf`	Motion artifact reduction in EEG recordings using multi-channel contact impedance measurements. BioCAS Alexander Bertrand, Vojkan Mihajlovic, Bernard Grundlehner, Chris Van Hoof, Marc Moonen
2013	—	`conf`	Network topology selection for distributed speech enhancement in wireless acoustic sensor networks. EUSIPCO Joseph Szurley, Alexander Bertrand, Ingrid Moerman, Marc Moonen
2013	J	`jnl`	On the Use of Time-Domain Widely Linear Filtering for Binaural Speech Enhancement. IEEE Signal Process. Lett. Joseph Szurley, Alexander Bertrand, Marc Moonen
2013	J	`jnl`	Seeing the Bigger Picture: How Nodes Can Learn Their Place Within a Complex Ad Hoc Network Topology. IEEE Signal Process. Mag. Alexander Bertrand, Marc Moonen
2013	—	`conf`	Topology-aware distributed adaptation of Laplacian weights for in-network averaging. EUSIPCO Alexander Bertrand, Marc Moonen
2012	J	`jnl`	Distributed Node-Specific LCMV Beamforming in Wireless Sensor Networks. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2012	—	`conf`	Distributed distortionless signal estimation in wireless acoustic sensor networks. EUSIPCO Alexander Bertrand, Joseph Szurley, Marc Moonen
2012	J	`jnl`	Distributed signal estimation in sensor networks where nodes have different interests. Signal Process. Alexander Bertrand, Marc Moonen
2012	J	`jnl`	Efficient Calculation of Sensor Utility and Sensor Removal in Wireless Sensor Networks for Adaptive Signal Estimation and Beamforming. IEEE Trans. Signal Process. Alexander Bertrand, Joseph Szurley, Peter Ruckebusch, Ingrid Moerman, Marc Moonen
2012	Misc	`conf`	Efficient computation of microphone utility in a wireless acoustic sensor network with multi-channel Wiener filter based noise reduction. ICASSP Joseph Szurley, Alexander Bertrand, Marc Moonen
2012	—	`conf`	Energy aware greedy subset selection for speech enhancement in wireless acoustic sensor networks. EUSIPCO Joseph Szurley, Alexander Bertrand, Marc Moonen, Peter Ruckebusch, Ingrid Moerman
2012	J	`jnl`	Low-Complexity Distributed Total Least Squares Estimation in Ad Hoc Sensor Networks. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2012	—	`conf`	Multi-Channel Noise Reduction in Hearing Aids with Wireless Access to an External Reference Signal. IWAENC Annelies Geusens, Alexander Bertrand, Bram Cornelis, Marc Moonen
2012	Misc	`conf`	Power iteration-based distributed total least squares estimation in ad hoc sensor networks. ICASSP Alexander Bertrand, Marc Moonen
2012	—	`conf`	Tracking of a rotating object in a Wireless Sensor Network using fuzzy based adaptive IMM filter. SCVT Amin Hassani, Alexander Bertrand, Marc Moonen
2011	—	`conf`	Applications and trends in wireless acoustic sensor networks: A signal processing perspective. SCVT Alexander Bertrand
2011	J	`jnl`	Consensus-Based Distributed Total Least Squares Estimation in Ad Hoc Wireless Sensor Networks. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2011	J	`jnl`	Diffusion Bias-Compensated RLS Estimation Over Adaptive Networks. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen, Ali H. Sayed
2011	—	`conf`	Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks. EUSIPCO Alexander Bertrand, Marc Moonen, Ali H. Sayed
2011	J	`jnl`	Distributed Adaptive Estimation of Node-Specific Signals in Wireless Sensor Networks With a Tree Topology. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2011	Misc	`conf`	Distributed LCMV beamforming in wireless sensor networks with node-specific desired signals. ICASSP Alexander Bertrand, Marc Moonen
2011	—	`—`	Signal Processing Algorithms for Wireless Acoustic Sensor Networks (Signaalverwerkingsalgoritmes voor draadloze akoestische sensornetwerken). Alexander Bertrand
2011	—	`conf`	Utility based cross-layer collaboration for speech enhancement in wireless acoustic sensor networks. EUSIPCO Joseph Szurley, Alexander Bertrand, Marc Moonen, Peter Ruckebusch, Ingrid Moerman
2010	J	`jnl`	Blind separation of non-negative source signals using multiplicative updates and subspace projection. Signal Process. Alexander Bertrand, Marc Moonen
2010	J	`jnl`	Distributed adaptive node-specific signal estimation in fully connected sensor networks-part I: sequential node updating. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2010	J	`jnl`	Distributed adaptive node-specific signal estimation in fully connected sensor networks-part II: simultaneous and asynchronous node updating. IEEE Trans. Signal Process. Alexander Bertrand, Marc Moonen
2010	—	`conf`	Efficient sensor subset selection and link failure response for linear MMSE signal estimation in wireless sensor networks. EUSIPCO Alexander Bertrand, Marc Moonen
2010	Misc	`conf`	Energy-based multi-speaker voice activity detection with an ad hoc microphone array. ICASSP Alexander Bertrand, Marc Moonen
2009	Misc	`conf`	Distributed adaptive estimation of correlated node-specific signals in a fully connected sensor network. ICASSP Alexander Bertrand, Marc Moonen
2009	—	`conf`	Distributed adaptive node-specific MMSE signal estimation in sensor networks with a tree topology. EUSIPCO Alexander Bertrand, Marc Moonen
2009	J	`jnl`	Robust Distributed Noise Reduction in Hearing Aids with External Acoustic Sensor Nodes. EURASIP J. Adv. Signal Process. Alexander Bertrand, Marc Moonen
2008	Misc	`conf`	Unsupervised learning of auditory filter banks using non-negative matrix factorisation. ICASSP Alexander Bertrand, Kris Demuynck, Veronique Stouten, Hugo Van hamme