Javier Escudero

According to our database1, Javier Escudero authored at least 72 papers between 2006 and 2019.

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

Timeline

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Bibliography

2019
Graph-Variate Signal Analysis.
IEEE Trans. Signal Processing, 2019

Weighted Network Estimation by the Use of Topological Graph Metrics.
IEEE Trans. Network Science and Engineering, 2019

Gas-Liquid Flow Pattern Analysis Based on Graph Connectivity and Graph-Variate Dynamic Connectivity of ERT.
IEEE Trans. Instrumentation and Measurement, 2019

Hierarchical complexity of the adult human structural connectome.
NeuroImage, 2019

Differential Effects of Simulated Cortical Network Lesions on Synchrony and EEG Complexity.
Int. J. Neural Syst., 2019

Multivariate Multiscale Dispersion Entropy of Biomedical Times Series.
Entropy, 2019

Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction.
IEEE Access, 2019

Fuzzy Entropy Metrics for the Analysis of Biomedical Signals: Assessment and Comparison.
IEEE Access, 2019

Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases.
IEEE Access, 2019

Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Analysis of Spatial Spectral Features of Dynamic Contrast-Enhanced Brain Magnetic Resonance Images for Studying Small Vessel Disease.
Proceedings of the Medical Image Understanding and Analysis - 23rd Conference, 2019

Application of Dispersion Entropy to Healthy and Pathological Heartbeat ECG Segments.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Preliminary fusion of EEG and MRI with phenotypic scores in children with epilepsy based on the Canonical Polyadic Decomposition.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Adaptive Windowing Framework for Surface Electromyogram-Based Pattern Recognition System for Transradial Amputees.
Sensors, 2018

Discrimination of stroke-related mild cognitive impairment and vascular dementia using EEG signal analysis.
Med. Biol. Engineering and Computing, 2018

Amplitude- and Fluctuation-Based Dispersion Entropy.
Entropy, 2018

Coarse-Graining Approaches in Univariate Multiscale Sample and Dispersion Entropy.
Entropy, 2018

Normalised Degree Variance.
CoRR, 2018

Measuring Complexity of Biomedical Signals.
Complexity, 2018

Phenotyping Ex-Combatants From EEG Scalp Connectivity.
IEEE Access, 2018

Gas-water two-phase flow pattern recognition based on ERT and ultrasound Doppler.
Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2018

Building a Tensor Framework for the Analysis and Classification of Steady-State Visual Evoked Potentials in Children.
Proceedings of the 26th European Signal Processing Conference, 2018

Fusion of EEG and fMRI via Soft Coupled Tensor Decompositions.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Refined Composite Multiscale Dispersion Entropy and its Application to Biomedical Signals.
IEEE Trans. Biomed. Engineering, 2017

Bidimensional Distribution Entropy to Analyze the Irregularity of Small-Sized Textures.
IEEE Signal Process. Lett., 2017

Automatic Artifact Removal in EEG of Normal and Demented Individuals Using ICA-WT during Working Memory Tasks.
Sensors, 2017

Refined multiscale fuzzy entropy based on standard deviation for biomedical signal analysis.
Med. Biol. Engineering and Computing, 2017

Univariate and Multivariate Generalized Multiscale Entropy to Characterise EEG Signals in Alzheimer's Disease.
Entropy, 2017

Amplitude- and Frequency-based Dispersion Patterns and Entropy.
CoRR, 2017

Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG.
CoRR, 2017

A General Theory of Temporal Connectivity.
CoRR, 2017

Graph regularised tensor factorisation of EEG signals based on network connectivity measures.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

On the use of higher-order tensors to model muscle synergies.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Multiscale dispersion entropy for the regional analysis of resting-state magnetoencephalogram complexity in Alzheimer's disease.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Classification enhancement for post-stroke dementia using fuzzy neighborhood preserving analysis with QR-decomposition.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Characterisation of Resting Brain Network Topologies across the Human Lifespan with Magnetoencephalogram Recordings: A Phase Slope Index and Granger Causality Comparison Study.
Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016
Refined Composite Multiscale Dispersion Entropy: A Fast Measure of Complexity.
CoRR, 2016

Amplitude-aware permutation entropy: Illustration in spike detection and signal segmentation.
Comput. Methods Programs Biomed., 2016

Improved multiscale permutation entropy for biomedical signal analysis: Interpretation and application to electroencephalogram recordings.
Biomed. Signal Process. Control., 2016

A comparison of the cluster-span threshold and the union of shortest paths as objective thresholds of EEG functional connectivity networks from Beta activity in Alzheimer's disease.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Effect of importance sampling on robust segmentation of audio-cough events in noisy environments.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Inspection of short-time resting-state electroencephalogram functional networks in Alzheimer's disease.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

MEMD-enhanced multivariate fuzzy entropy for the evaluation of complexity in biomedical signals.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Dispersion entropy for the analysis of resting-state MEG regularity in Alzheimer's disease.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Selecting the optimal movement subset with different pattern recognition based EMG control algorithms.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Selection of Mother Wavelet Functions for Multi-Channel EEG Signal Analysis during a Working Memory Task.
Sensors, 2015

LiveWell - Promoting Healthy Living and Wellbeing for Parkinson Patients through Social Network and ICT Training: Lessons Learnt and Best Practices.
IJHISI, 2015

Cluster-span threshold: An unbiased threshold for binarising weighted complete networks in functional connectivity analysis.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Comparison of network analysis approaches on EEG connectivity in beta during Visual Short-term Memory binding tasks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Effect of the average delay and mean connectivity of the Kuramoto model on the complexity of the output electroencephalograms.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Evaluation of resting-state magnetoencephalogram complexity in Alzheimer's disease with multivariate multiscale permutation and sample entropies.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A comparative study of breast cancer diagnosis based on neural network ensemble via improved training algorithms.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Combination of signal segmentation approaches using fuzzy decision making.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Post-processing for spectral coherence of magnetoencephalogram background activity: Application to Alzheimer's disease.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Spectral analysis of resting state magnetoencephalogram activity in patients with bipolar disorder.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Classification of Finger Movements for the Dexterous Hand Prosthesis Control With Surface Electromyography.
IEEE J. Biomedical and Health Informatics, 2013

Machine Learning-Based Method for Personalized and Cost-Effective Detection of Alzheimer's Disease.
IEEE Trans. Biomed. Engineering, 2013

Development of a Highly Dexterous Robotic Hand with Independent Finger Movements for Amputee Training.
Proceedings of the Towards Autonomous Robotic Systems - 14th Annual Conference, 2013

Protocol for site selection and movement assessment for the myoelectric control of a multi-functional upper-limb prosthesis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A preliminary investigation of the effect of force variation for myoelectric control of hand prosthesis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Finger Movements Classification for the Dexterous Control of Upper Limb Prosthesis Using EMG Signals.
Proceedings of the Advances in Autonomous Robotics, 2012

2011
Machine Learning classification of MRI features of Alzheimer's disease and mild cognitive impairment subjects to reduce the sample size in clinical trials.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Early detection and characterization of Alzheimer's disease in clinical scenarios using Bioprofile concepts and K-means.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Single channel-based myoelectric control of hand movements with Empirical Mode Decomposition.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2008
Spectral and Nonlinear Analyses of MEG Background Activity in Patients With Alzheimer's Disease.
IEEE Trans. Biomed. Engineering, 2008

A Study on the Possible Usefulness of Detrended Fluctuation Analysis of the Electroencephalogram Background Activity in Alzheimer's Disease.
IEEE Trans. Biomed. Engineering, 2008

Approximate entropy and auto mutual information analysis of the electroencephalogram in Alzheimer's disease patients.
Med. Biol. Engineering and Computing, 2008

Assessment of classification improvement in patients with Alzheimer's disease based on magnetoencephalogram blind source separation.
Artif. Intell. Medicine, 2008

2007
Artifact Removal in Magnetoencephalogram Background Activity With Independent Component Analysis.
IEEE Trans. Biomed. Engineering, 2007

Analysis of the magnetoencephalogram background activity in Alzheimer's disease patients with auto-mutual information.
Comput. Methods Programs Biomed., 2007

2006
Cortical reorganization during PASAT task in MS patients with preserved working memory functions.
NeuroImage, 2006


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