Ronald Phlypo

Orcid: 0000-0003-4310-7994

According to our database1, Ronald Phlypo authored at least 54 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Giving each task what it needs - leveraging structured sparsity for tailored multi-task learning.
CoRR, 2024

Sharing to Learn and Learning to Share; Fitting Together Meta, Multi-Task, and Transfer Learning: A Meta Review.
IEEE Access, 2024

2023
Transfer Learning for P300 Brain-Computer Interfaces by Joint Alignment of Feature Vectors.
IEEE J. Biomed. Health Informatics, October, 2023

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Dataset, October, 2023

Dynamic Modeling of Carbon Dioxide Transport through the Skin Using a Capnometry Wristband.
Sensors, July, 2023

Less is More - Towards parsimonious multi-task models using structured sparsity.
CoRR, 2023

Multi-Task Meta Learning: learn how to adapt to unseen tasks.
Proceedings of the International Joint Conference on Neural Networks, 2023

2022
Inverting the diffusion-convection equation for gas desorption through an homogeneous membrane by Kalman filtering.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Sharing to learn and learning to share - Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning : A meta review.
CoRR, 2021

2020
Separation of static and dynamic sources in absence epileptic seizures using depth cortical measurements.
Signal Process., 2020

2019
Adaptive Feature Selection and Feature Fusion for Semi-supervised Classification.
J. Signal Process. Syst., 2019

2018
Unmixing of Absence Epileptic Seizures in GAERS.
Proceedings of the 10th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2018

Static and Dynamic Modeling of Absence Epileptic Seizures Using Depth Recordings.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease.
Brain Connect., 2017

Multimodal Approach to Remove Ocular Artifacts from EEG Signals Using Multiple Measurement Vectors.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Characterizing absence epileptic seizures from depth cortical measurements.
Proceedings of the 25th European Signal Processing Conference, 2017

2016
Blind Hyperspectral Unmixing Using an Extended Linear Mixing Model to Address Spectral Variability.
IEEE Trans. Image Process., 2016

Functional connectivity analysis for thalassemia disease based on a graphical lasso model.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A fixed-point algorithm for estimating power means of positive definite matrices.
Proceedings of the 24th European Signal Processing Conference, 2016

Recovery guarantees for mixed norm ℓp1, p2 block sparse representations.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Complex Independent Component Analysis Using Three Types of Diversity: Non-Gaussianity, Nonwhiteness, and Noncircularity.
IEEE Trans. Signal Process., 2015

Independent Vector Analysis for Gradient Artifact Removal in Concurrent EEG-fMRI Data.
IEEE Trans. Biomed. Eng., 2015

Fetal ECG extraction using πTucker decomposition.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2015

2014
Blind Source Separation by Entropy Rate Minimization.
IEEE Trans. Signal Process., 2014

Independent Vector Analysis: Identification Conditions and Performance Bounds.
IEEE Trans. Signal Process., 2014

Dynamic changes of spatial functional network connectivity in healthy individuals and schizophrenia patients using independent vector analysis.
NeuroImage, 2014

Impact of autocorrelation on functional connectivity.
NeuroImage, 2014

Mixed-Norm Regularization for Brain Decoding.
Comput. Math. Methods Medicine, 2014

Deriving a Multi-subject Functional-Connectivity Atlas to Inform Connectome Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

An efficient entropy rate estimator for complex-valued signal processing: Application to ICA.
Proceedings of the IEEE International Conference on Acoustics, 2014

Gradient artifact removal in concurrently acquired EEG data using independent vector analysis.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Jacobi iterations for Canonical Dependence Analysis.
Signal Process., 2013

Capturing group variability using IVA: A simulation study and graph-theoretical analysis.
Proceedings of the IEEE International Conference on Acoustics, 2013

Algorithms for Markovian source separation by entropy rate minimization.
Proceedings of the IEEE International Conference on Acoustics, 2013

Adaptive feature split selection for co-training: Application to tire irregular wear classification.
Proceedings of the IEEE International Conference on Acoustics, 2013

Joint BSS as a natural analysis framework for EEG-hyperscanning.
Proceedings of the IEEE International Conference on Acoustics, 2013

Independent vector analysis, the Kotz distribution, and performance bounds.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Orthogonal and non-orthogonal joint blind source separation in the least-squares sense.
Proceedings of the 20th European Signal Processing Conference, 2012

2011
Approximate Joint Singular Value Decomposition of an Asymmetric Rectangular Matrix Set.
IEEE Trans. Signal Process., 2011

SVM feature selection for multidimensional EEG data.
Proceedings of the IEEE International Conference on Acoustics, 2011

A non-orthogonal SVD-based decomposition for phase invariant error-related potential estimation.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Source extraction by maximizing the variance in the conditional distribution tails.
IEEE Trans. Signal Process., 2010

A contrast function for independent component analysis without permutation ambiguity.
IEEE Trans. Neural Networks, 2010

Atrial activity estimation from atrial fibrillation ECGs by blind source extraction based on a conditional maximum likelihood approach.
Medical Biol. Eng. Comput., 2010

A Fully Automated Method to Detect and Segment a Manufactured Object in an Underwater Color Image.
EURASIP J. Adv. Signal Process., 2010

Common SpatioTemporal Pattern Analysis.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010

2008
A Contrast for Independent Component Analysis With Priors on the Source Kurtosis Signs.
IEEE Signal Process. Lett., 2008

Model-based sparsity projection pursuit for lattice vector quantization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Atrial signal extraction in atrial fibrillation ECGs exploiting spatial constraints.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
Removing Ocular Movement Artefacts by a Joint Smoothened Subspace Estimator.
Comput. Intell. Neurosci., 2007

Extracting common spectral features by multichannel filtering using circulant matrices.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Extracting the spike process from the EEG by spatially constrained ICA.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Muscle and eye movement artifact removal prior to EEG source localization.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006


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