Algoritmi | User | Ana Maria Perfeito Tomé


Ana Maria Perfeito Tomé

Ana Maria Perfeito Tomé
Personal Email
Orcid
0000-0002-1210-0266Researcher ID
FCT Public Key
Ciência ID
3515-EA0C-24B9Google Scholar
Publications (154)
Improving conformalized quantile regression through cluster-based feature relevance
Expert Systems with Applications
2024 | journal-article
Study on the usage feasibility of continuous-wave radar for emotion recognition
Biomedical Signal Processing and Control
2020 | journal-article
A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s functions
Soft Computing
2020 | journal-article
Machine Learning Methods for Radar-Based People Detection and Tracking
2019 | book-chapter
Frequency-resolved dynamic functional connectivity reveals scale-stable features of connectivity-states
Frontiers in Human Neuroscience
2018 | journal-article
MDSLAB: A toolbox for the analysis of point sets using multi-dimensional scaling, hartigan dip test and α-stable distributions
Biomedical Physics and Engineering Express
2018 | journal-article
Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets.
Signal Processing
2018 | journal-article
Towards lifelong assistive robotics: A tight coupling between object perception and manipulation
Neurocomputing
2018 | journal-article
A combined cICA-EEMD analysis of EEG recordings from depressed or schizophrenic patients during olfactory stimulation
Journal of Neural Engineering
2017 | journal-article
A multi-variate blind source separation algorithm
Computer Methods and Programs in Biomedicine
2017 | journal-article
A tool to automatically analyze electromagnetic tracking data from high dose rate brachytherapy of breast cancer patients
PLoS ONE
2017 | journal-article
Cognitive radio and spectrum sensing
Networks of the Future: Architectures, Technologies, and Implementations
2017 | book
Energy based clustering method to estimate channel occupation of LTE in unlicensed spectrum
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Object learning and grasping capabilities for robotic home assistants
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy
Physics in Medicine and Biology
2017 | journal-article
On the use of particle filters for electromagnetic tracking in high dose rate brachytherapy
Physics in Medicine and Biology
2017 | journal-article
Z-images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
3D object perception and perceptual learning in the RACE project
Robotics and Autonomous Systems
2016 | journal-article
A green's function-based Bi-dimensional empirical mode decomposition
Information Sciences
2016 | journal-article
Adaptive threshold spectrum sensing based on Expectation Maximization algorithm
Physical Communication
2016 | journal-article
Alzheimer’s disease brain areas: The machine learning support for blind localization
Current Alzheimer Research
2016 | journal-article
An orthographic descriptor for 3D object learning and recognition
IEEE International Conference on Intelligent Robots and Systems
2016 | conference-paper
Analysis of fMRI images with bi-dimensional empirical mode decomposition based-on Green's functions
Biomedical Signal Processing and Control
2016 | journal-article
Cognitive bio-radar: The natural evolution of bio-signals measurement
Journal of Medical Systems
2016 | journal-article
Combined EMD-sLORETA analysis of EEG data Collected during a Contour integration task
PLoS ONE
2016 | journal-article
Concurrent 3D Object Category Learning and Recognition Based on Topic Modelling and Human Feedback
Proceedings - 2016 International Conference on Autonomous Robot Systems and Competitions, ICARSC 2016
2016 | conference-paper
ERP correlates of error processing during performance on the Halstead Category Test
International Journal of Psychophysiology
2016 | journal-article
Functional biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study
Current Alzheimer Research
2016 | journal-article
GOOD: A global orthographic object descriptor for 3D object recognition and manipulation
Pattern Recognition Letters
2016 | journal-article
Hierarchical object representation for open-ended object category learning and recognition
Advances in Neural Information Processing Systems
2016 | conference-paper
An adaptive object perception system based on environment exploration and Bayesian learning
Proceedings - 2015 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2015
2015 | conference-paper
Concurrent learning of visual codebooks and object categories in open-ended domains
IEEE International Conference on Intelligent Robots and Systems
2015 | conference-paper
EMDLAB: A toolbox for analysis of single-trial EEG dynamics using empirical mode decomposition
Journal of Neuroscience Methods
2015 | journal-article
Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation
2015 23rd European Signal Processing Conference, EUSIPCO 2015
2015 | conference-paper
Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Ensemble empirical mode decomposition analysis of EEG data collected during a contour integration task
PLoS ONE
2015 | journal-article
Face recognition by fast and stable bi-dimensional empirical mode decomposition
BIOSIGNALS 2015 - 8th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
2015 | conference-paper
From binary NMF to variational bayes NMF: A probabilistic approach
Non-negative Matrix Factorization Techniques: Advances in Theory and Applications
2015 | book
Improving performance of bio-radars for remote heartbeat and breathing detection by using cyclostationary features
BIOSIGNALS 2015 - 8th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
2015 | conference-paper
Interactive Open-Ended Learning for 3D Object Recognition: An Approach and Experiments
Journal of Intelligent and Robotic Systems: Theory and Applications
2015 | journal-article
A Bayesian approach to the Lee-Seung update rules for NMF
Pattern Recognition Letters
2014 | journal-article
A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection
Neurocomputing
2014 | journal-article
A perceptual memory system for grounding semantic representations in intelligent service robots
IEEE International Conference on Intelligent Robots and Systems
2014 | conference-paper
An interactive open-ended learning approach for 3D object recognition
2014 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2014
2014 | conference-paper
Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task
Biomedical Signal Processing and Control
2014 | journal-article
Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage
European Microwave Week 2014: "Connecting the Future", EuMW 2014 - Conference Proceedings; EuMIC 2014: 9th European Microwave Integrated Circuits Conference
2014 | conference-paper
Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage
European Microwave Week 2014: Connecting the Future, EuMW 2014 - Conference Proceedings; EuMC 2014: 44th European Microwave Conference
2014 | conference-paper
EEG study on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE
Medical and Biological Engineering and Computing
2014 | journal-article
Grounding language in perception for scene conceptualization in autonomous robots
AAAI Spring Symposium - Technical Report
2014 | conference-paper
Interactive teaching and experience extraction for learning about objects and robot activities
IEEE RO-MAN 2014 - 23rd IEEE International Symposium on Robot and Human Interactive Communication: Human-Robot Co-Existence: Adaptive Interfaces and Systems for Daily Life, Therapy, Assistance and Socially Engaging Interactions
2014 | conference-paper
Physarum Learner: A bio-inspired way of learning structure from data
Expert Systems with Applications
2014 | journal-article
Wideband spectrum sensing for Cognitive Radio
European Signal Processing Conference
2014 | conference-paper
A logistic non-negative matrix factorization approach to binary data sets
Multidimensional Systems and Signal Processing
2013 | journal-article
A new physarum learner for network structure learning from biomedical data
BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2013 | conference-paper
An ontology-based multi-level robot architecture for learning from experiences
AAAI Spring Symposium - Technical Report
2013 | conference-paper
Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing
Expert Systems with Applications
2013 | journal-article
Feature extraction and classification of biosignals: Emotion valence detection from EEG signals
BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2013 | conference-paper
Individual EEG differences in affective valence processing in women with low and high neuroticism
Clinical Neurophysiology
2013 | journal-article
Sliding empirical mode decomposition-brain status data analysis and modeling
Studies in Computational Intelligence
2013 | book
Spectral turbulence measuring as feature extraction method from EEG on affective computing
Biomedical Signal Processing and Control
2013 | journal-article
Visual detection of vehicles using a bag-of-features approach
Proceedings of the 2013 13th International Conference on Autonomous Robot Systems, ROBOTICA 2013
2013 | conference-paper
Weighted sliding empirical mode decomposition for online analysis of biomedical time series
Neural Processing Letters
2013 | journal-article
Brain connectivity analysis: A short survey
Computational Intelligence and Neuroscience
2012 | journal-article
Brain status data analysis by sliding EMD
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Singular spectrum analysis for an automated solvent artifact removal and baseline correction of 1D NMR spectra
Journal of Magnetic Resonance
2011 | journal-article
Sliding empirical mode decomposition for on-line analysis of biomedical time series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Unsupervised feature extraction via kernel subspace techniques
Neurocomputing
2011 | journal-article
SSA of biomedical signals: A linear invariant systems approach
Statistics and Its Interface
2010 | journal-article
Advances in EEG-based biometry
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Automated solvent artifact removal and base plane correction of multidimensional NMR protein spectra by AUREMOL-SSA
Journal of Biomolecular NMR
2010 | journal-article
Brain status data analyzed by empirical mode decomposition
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Clustering evoked potential signals using subspace methods
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
2010 | conference-paper
Clustering evoked potential signals using subspace methods.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
Empirical mode decomposition - An introduction
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Exploratory matrix factorization for PET image analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Exploratory matrix factorization for PET image analysis.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
Machine learning techniques to identify marker genes for diagnostic classification of microarrays
Machine Learning Research Progress
2010 | book
Person identification using VEP signals and SVM classifiers
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Sliding empirical mode decomposition
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Spatiotemporal ICA applied to retinotopic fMRI data
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
2010 | conference-paper
Spatiotemporal ICA applied to retinotopic fMRI data.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
A matrix factorization classifier for knowledge-based microarray analysis
Advances in Soft Computing
2009 | book
Automatic generation of biped walk behavior using genetic algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Feature extraction using linear and non-linear subspace techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
How to apply nonlinear subspace techniques to univariate biomedical time series
IEEE Transactions on Instrumentation and Measurement
2009 | journal-article
Minimum determinant constraint for non-negative matrix factorization
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Serial evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Comparison of unsupervised and supervised gene selection methods
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Comparison of unsupervised and supervised gene selection methods.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Feature extraction using low-rank approximations of the kernel matrix
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | book
Hybridizing sparse component analysis with genetic algorithms for microarray analysis
Neurocomputing
2008 | journal-article
ICA analysis of retina images for glaucoma classification
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
ICA analysis of retina images for glaucoma classification.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
KPCA denoising and the pre-image problem revisited
Digital Signal Processing: A Review Journal
2008 | journal-article
Knowledge-based gene expression classification via matrix factorization
Bioinformatics
2008 | journal-article
Spatiotemporal group ICA applied to fMRI datasets
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Spatiotemporal group ICA applied to fMRI datasets.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Subspace techniques to remove artifacts from EEG: A quantitative analysis
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Subspace techniques to remove artifacts from EEG: a quantitative analysis.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Blind matrix decomposition techniques to identify marker genes from microarrays
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Exploiting blind matrix decomposition techniques to identify diagnostic marker genes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Exploiting low-rank approximations of kernel matrices in denoising applications
Machine Learning for Signal Processing 17 - Proceedings of the 2007 IEEE Signal Processing Society Workshop, MLSP
2007 | conference-paper
Exploring matrix factorization techniques for classification of gene expression profiles
2007 IEEE International Symposium on Intelligent Signal Processing, WISP
2007 | conference-paper
Greedy KPCA in biomedical signal processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Greedy kernel PCA applied to single-channel EEG recordings
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Greedy kernel PCA applied to single-channel EEG recordings.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
How to extract marker genes from microarray data sets.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
On the use of KPCA to extract artifacts in one-dimensional biomedical signals
Proceedings of the 2006 16th IEEE Signal Processing Society Workshop on Machine Learning for Signal Processing, MLSP 2006
2007 | conference-paper
Routes to identify marker genes for microarray classification
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Single-channel electroencephalogram analysis using non-linear subspace techniques
2007 IEEE International Symposium on Intelligent Signal Processing, WISP
2007 | conference-paper
Sparse nonnegative matrix factorization with genetic algorithms for microarray analysis
IEEE International Conference on Neural Networks - Conference Proceedings
2007 | conference-paper
Analyzing gene expression profiles with ICA
Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
2006 | conference-paper
Automatic removal of high-amplitude artefacts from single-channel electroencephalograms
Computer Methods and Programs in Biomedicine
2006 | journal-article
Denoising using local projective subspace methods
Neurocomputing
2006 | journal-article
Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients
Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
2006 | conference-paper
Nonlinear projective techniques to extract artifacts in biomedical signals
European Signal Processing Conference
2006 | conference-paper
On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation
IEEE Transactions on Biomedical Engineering
2006 | journal-article
Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils
Neurocomputing
2006 | journal-article
Sparse nonnegative matrix factorization applied to microarray data sets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | book
The generalized eigendecomposition approach to the blind source separation problem
Digital Signal Processing: A Review Journal
2006 | journal-article
A hybridization of simulated annealing and local PCA for automatic component assignment within ICA
Lecture Notes in Computer Science
2005 | conference-paper
An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis
Proceedings of the International Joint Conference on Neural Networks
2005 | conference-paper
AutoAssign - An automatic assignment tool for independent components
Lecture Notes in Computer Science
2005 | conference-paper
DAMUSE - A new tool for denoising and blind source separation
Digital Signal Processing: A Review Journal
2005 | journal-article
Hybridizing sparse component analysis with genetic algorithms for blind source separation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | book
On the use of clustering and local singular spectrum analysis to remove ocular artifacts from electroencephalograms
Proceedings of the International Joint Conference on Neural Networks
2005 | conference-paper
Blind source separation using time-delayed signals
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
Delayed AMUSE - A tool for blind source separation and denoising
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Denoising using local ICA and Kernel-PCA
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
Denoising using local ICA and a generalized eigendecomposition with time-delayed signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Kernel-PCA denoising of artifact-free protein NMR spectra
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
The analysis of heart rate variability using independent component signals
Proceedings of the IASTED International Conference on Biomedical Engineering
2004 | conference-paper
A generalized eigendecomposition approach using matrix pencils to remove artefacts from 2D NMR spectra
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | book
Approximate diagonalization approach to blind source separation with a subset of matrices
Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003
2003 | conference-paper
Removing water artefacts from 2D protein NMR spectra using GEVD with congruent matrix pencils
Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003
2003 | conference-paper
On-line source separation of temporally correlated signals
European Signal Processing Conference
2002 | conference-paper
Providing an environment to teach DSP algorithms
Proceedings of 2002 IEEE 10th Digital Signal Processing Workshop, DSP 2002 and 2nd Signal Processing Education Workshop, SPE 2002
2002 | conference-paper
Blind Source Separation using a matrix pencil
Proceedings of the International Joint Conference on Neural Networks
2000 | conference-paper
On the use of backward adaptation in a perceptual audio coder
IEEE Transactions on Speech and Audio Processing
2000 | journal-article
Generalized eigen-decomposition approach to blind source problems
Proceedings of the International Joint Conference on Neural Networks
1999 | conference-paper
Method to extract articulatory parameters from the speech signal using neural networks
International Conference on Digital Signal Processing, DSP
1997 | conference-paper
Practical course on real-time signal processing using C-50
Proceedings - Frontiers in Education Conference
1997 | conference-paper
Quantifying the objective quality of voxel based data visualizations produced by a ray caster: A proposal
Proceedings of the Information Visualization Conference
1997 | conference-paper
Visualization and storage of biological signals in neurophysiology laboratory
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1997 | conference-paper
Teaching the Theory of Signals and Systems a proposal for a curriculum
ASEE Annual Conference Proceedings
1996 | conference-paper
Automated analysis of EEG: A new approach
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Information processing models for sleep staging
Expert Systems With Applications
1993 | journal-article
Sleep data integration and analysis an object oriented approach
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Information processing models for automatic sleep scoring
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1989 | conference-paper
Performance and training strategies in feedforward neural networks: An application to sleep scoring
1989 | conference-paper
HIDRA: A HIERARCHICAL INSTRUMENT FOR DISTRIBUTED REAL-TIME ANALYSIS OF BIOLOGICAL SIGNALS.
IEEE Transactions on Biomedical Engineering
1988 | journal-article
HIDRA: a hierarchical instrument for distributed real-time analysis of biological signals.
1987 | journal-article
MULTI-PROCESSOR ELECTROENCEPHALOGRAM (EEG) ANALYZER.
1983 | conference-paper
Improving conformalized quantile regression through cluster-based feature relevance
Expert Systems with Applications
2024 | journal-article
Study on the usage feasibility of continuous-wave radar for emotion recognition
Biomedical Signal Processing and Control
2020 | journal-article
A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s functions
Soft Computing
2020 | journal-article
Machine Learning Methods for Radar-Based People Detection and Tracking
2019 | book-chapter
Frequency-resolved dynamic functional connectivity reveals scale-stable features of connectivity-states
Frontiers in Human Neuroscience
2018 | journal-article
MDSLAB: A toolbox for the analysis of point sets using multi-dimensional scaling, hartigan dip test and α-stable distributions
Biomedical Physics and Engineering Express
2018 | journal-article
Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets.
Signal Processing
2018 | journal-article
Towards lifelong assistive robotics: A tight coupling between object perception and manipulation
Neurocomputing
2018 | journal-article
A combined cICA-EEMD analysis of EEG recordings from depressed or schizophrenic patients during olfactory stimulation
Journal of Neural Engineering
2017 | journal-article
A multi-variate blind source separation algorithm
Computer Methods and Programs in Biomedicine
2017 | journal-article
A tool to automatically analyze electromagnetic tracking data from high dose rate brachytherapy of breast cancer patients
PLoS ONE
2017 | journal-article
Cognitive radio and spectrum sensing
Networks of the Future: Architectures, Technologies, and Implementations
2017 | book
Energy based clustering method to estimate channel occupation of LTE in unlicensed spectrum
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
Object learning and grasping capabilities for robotic home assistants
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy
Physics in Medicine and Biology
2017 | journal-article
On the use of particle filters for electromagnetic tracking in high dose rate brachytherapy
Physics in Medicine and Biology
2017 | journal-article
Z-images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | book
3D object perception and perceptual learning in the RACE project
Robotics and Autonomous Systems
2016 | journal-article
A green's function-based Bi-dimensional empirical mode decomposition
Information Sciences
2016 | journal-article
Adaptive threshold spectrum sensing based on Expectation Maximization algorithm
Physical Communication
2016 | journal-article
Alzheimer’s disease brain areas: The machine learning support for blind localization
Current Alzheimer Research
2016 | journal-article
An orthographic descriptor for 3D object learning and recognition
IEEE International Conference on Intelligent Robots and Systems
2016 | conference-paper
Analysis of fMRI images with bi-dimensional empirical mode decomposition based-on Green's functions
Biomedical Signal Processing and Control
2016 | journal-article
Cognitive bio-radar: The natural evolution of bio-signals measurement
Journal of Medical Systems
2016 | journal-article
Combined EMD-sLORETA analysis of EEG data Collected during a Contour integration task
PLoS ONE
2016 | journal-article
Concurrent 3D Object Category Learning and Recognition Based on Topic Modelling and Human Feedback
Proceedings - 2016 International Conference on Autonomous Robot Systems and Competitions, ICARSC 2016
2016 | conference-paper
ERP correlates of error processing during performance on the Halstead Category Test
International Journal of Psychophysiology
2016 | journal-article
Functional biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study
Current Alzheimer Research
2016 | journal-article
GOOD: A global orthographic object descriptor for 3D object recognition and manipulation
Pattern Recognition Letters
2016 | journal-article
Hierarchical object representation for open-ended object category learning and recognition
Advances in Neural Information Processing Systems
2016 | conference-paper
An adaptive object perception system based on environment exploration and Bayesian learning
Proceedings - 2015 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2015
2015 | conference-paper
Concurrent learning of visual codebooks and object categories in open-ended domains
IEEE International Conference on Intelligent Robots and Systems
2015 | conference-paper
EMDLAB: A toolbox for analysis of single-trial EEG dynamics using empirical mode decomposition
Journal of Neuroscience Methods
2015 | journal-article
Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation
2015 23rd European Signal Processing Conference, EUSIPCO 2015
2015 | conference-paper
Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
2015 | conference-paper
Ensemble empirical mode decomposition analysis of EEG data collected during a contour integration task
PLoS ONE
2015 | journal-article
Face recognition by fast and stable bi-dimensional empirical mode decomposition
BIOSIGNALS 2015 - 8th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
2015 | conference-paper
From binary NMF to variational bayes NMF: A probabilistic approach
Non-negative Matrix Factorization Techniques: Advances in Theory and Applications
2015 | book
Improving performance of bio-radars for remote heartbeat and breathing detection by using cyclostationary features
BIOSIGNALS 2015 - 8th International Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 8th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2015
2015 | conference-paper
Interactive Open-Ended Learning for 3D Object Recognition: An Approach and Experiments
Journal of Intelligent and Robotic Systems: Theory and Applications
2015 | journal-article
A Bayesian approach to the Lee-Seung update rules for NMF
Pattern Recognition Letters
2014 | journal-article
A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection
Neurocomputing
2014 | journal-article
A perceptual memory system for grounding semantic representations in intelligent service robots
IEEE International Conference on Intelligent Robots and Systems
2014 | conference-paper
An interactive open-ended learning approach for 3D object recognition
2014 IEEE International Conference on Autonomous Robot Systems and Competitions, ICARSC 2014
2014 | conference-paper
Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task
Biomedical Signal Processing and Control
2014 | journal-article
Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage
European Microwave Week 2014: "Connecting the Future", EuMW 2014 - Conference Proceedings; EuMIC 2014: 9th European Microwave Integrated Circuits Conference
2014 | conference-paper
Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage
European Microwave Week 2014: Connecting the Future, EuMW 2014 - Conference Proceedings; EuMC 2014: 44th European Microwave Conference
2014 | conference-paper
EEG study on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE
Medical and Biological Engineering and Computing
2014 | journal-article
Grounding language in perception for scene conceptualization in autonomous robots
AAAI Spring Symposium - Technical Report
2014 | conference-paper
Interactive teaching and experience extraction for learning about objects and robot activities
IEEE RO-MAN 2014 - 23rd IEEE International Symposium on Robot and Human Interactive Communication: Human-Robot Co-Existence: Adaptive Interfaces and Systems for Daily Life, Therapy, Assistance and Socially Engaging Interactions
2014 | conference-paper
Physarum Learner: A bio-inspired way of learning structure from data
Expert Systems with Applications
2014 | journal-article
Wideband spectrum sensing for Cognitive Radio
European Signal Processing Conference
2014 | conference-paper
A logistic non-negative matrix factorization approach to binary data sets
Multidimensional Systems and Signal Processing
2013 | journal-article
A new physarum learner for network structure learning from biomedical data
BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2013 | conference-paper
An ontology-based multi-level robot architecture for learning from experiences
AAAI Spring Symposium - Technical Report
2013 | conference-paper
Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing
Expert Systems with Applications
2013 | journal-article
Feature extraction and classification of biosignals: Emotion valence detection from EEG signals
BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing
2013 | conference-paper
Individual EEG differences in affective valence processing in women with low and high neuroticism
Clinical Neurophysiology
2013 | journal-article
Sliding empirical mode decomposition-brain status data analysis and modeling
Studies in Computational Intelligence
2013 | book
Spectral turbulence measuring as feature extraction method from EEG on affective computing
Biomedical Signal Processing and Control
2013 | journal-article
Visual detection of vehicles using a bag-of-features approach
Proceedings of the 2013 13th International Conference on Autonomous Robot Systems, ROBOTICA 2013
2013 | conference-paper
Weighted sliding empirical mode decomposition for online analysis of biomedical time series
Neural Processing Letters
2013 | journal-article
Brain connectivity analysis: A short survey
Computational Intelligence and Neuroscience
2012 | journal-article
Brain status data analysis by sliding EMD
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Singular spectrum analysis for an automated solvent artifact removal and baseline correction of 1D NMR spectra
Journal of Magnetic Resonance
2011 | journal-article
Sliding empirical mode decomposition for on-line analysis of biomedical time series
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | book
Unsupervised feature extraction via kernel subspace techniques
Neurocomputing
2011 | journal-article
SSA of biomedical signals: A linear invariant systems approach
Statistics and Its Interface
2010 | journal-article
Advances in EEG-based biometry
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Automated solvent artifact removal and base plane correction of multidimensional NMR protein spectra by AUREMOL-SSA
Journal of Biomolecular NMR
2010 | journal-article
Brain status data analyzed by empirical mode decomposition
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Clustering evoked potential signals using subspace methods
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
2010 | conference-paper
Clustering evoked potential signals using subspace methods.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
Empirical mode decomposition - An introduction
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Exploratory matrix factorization for PET image analysis
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2010 | book
Exploratory matrix factorization for PET image analysis.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
Machine learning techniques to identify marker genes for diagnostic classification of microarrays
Machine Learning Research Progress
2010 | book
Person identification using VEP signals and SVM classifiers
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Sliding empirical mode decomposition
Proceedings of the International Joint Conference on Neural Networks
2010 | conference-paper
Spatiotemporal ICA applied to retinotopic fMRI data
2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10
2010 | conference-paper
Spatiotemporal ICA applied to retinotopic fMRI data.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2010 | journal-article
A matrix factorization classifier for knowledge-based microarray analysis
Advances in Soft Computing
2009 | book
Automatic generation of biped walk behavior using genetic algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Feature extraction using linear and non-linear subspace techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
How to apply nonlinear subspace techniques to univariate biomedical time series
IEEE Transactions on Instrumentation and Measurement
2009 | journal-article
Minimum determinant constraint for non-negative matrix factorization
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Serial evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009 | book
Comparison of unsupervised and supervised gene selection methods
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Comparison of unsupervised and supervised gene selection methods.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Feature extraction using low-rank approximations of the kernel matrix
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008 | book
Hybridizing sparse component analysis with genetic algorithms for microarray analysis
Neurocomputing
2008 | journal-article
ICA analysis of retina images for glaucoma classification
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
ICA analysis of retina images for glaucoma classification.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
KPCA denoising and the pre-image problem revisited
Digital Signal Processing: A Review Journal
2008 | journal-article
Knowledge-based gene expression classification via matrix factorization
Bioinformatics
2008 | journal-article
Spatiotemporal group ICA applied to fMRI datasets
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Spatiotemporal group ICA applied to fMRI datasets.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Subspace techniques to remove artifacts from EEG: A quantitative analysis
Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology"
2008 | conference-paper
Subspace techniques to remove artifacts from EEG: a quantitative analysis.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2008 | journal-article
Blind matrix decomposition techniques to identify marker genes from microarrays
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Blind matrix decomposition via genetic optimization of sparseness and nonnegativity constraints
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Exploiting blind matrix decomposition techniques to identify diagnostic marker genes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Exploiting low-rank approximations of kernel matrices in denoising applications
Machine Learning for Signal Processing 17 - Proceedings of the 2007 IEEE Signal Processing Society Workshop, MLSP
2007 | conference-paper
Exploring matrix factorization techniques for classification of gene expression profiles
2007 IEEE International Symposium on Intelligent Signal Processing, WISP
2007 | conference-paper
Greedy KPCA in biomedical signal processing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007 | book
Greedy kernel PCA applied to single-channel EEG recordings
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Greedy kernel PCA applied to single-channel EEG recordings.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
How to extract marker genes from microarray data sets.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference
2007 | journal-article
On the use of KPCA to extract artifacts in one-dimensional biomedical signals
Proceedings of the 2006 16th IEEE Signal Processing Society Workshop on Machine Learning for Signal Processing, MLSP 2006
2007 | conference-paper
Routes to identify marker genes for microarray classification
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
2007 | conference-paper
Single-channel electroencephalogram analysis using non-linear subspace techniques
2007 IEEE International Symposium on Intelligent Signal Processing, WISP
2007 | conference-paper
Sparse nonnegative matrix factorization with genetic algorithms for microarray analysis
IEEE International Conference on Neural Networks - Conference Proceedings
2007 | conference-paper
Analyzing gene expression profiles with ICA
Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
2006 | conference-paper
Automatic removal of high-amplitude artefacts from single-channel electroencephalograms
Computer Methods and Programs in Biomedicine
2006 | journal-article
Denoising using local projective subspace methods
Neurocomputing
2006 | journal-article
Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients
Proceedings of the Fourth IASTED International Conference on Biomedical Engineering
2006 | conference-paper
Nonlinear projective techniques to extract artifacts in biomedical signals
European Signal Processing Conference
2006 | conference-paper
On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation
IEEE Transactions on Biomedical Engineering
2006 | journal-article
Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils
Neurocomputing
2006 | journal-article
Sparse nonnegative matrix factorization applied to microarray data sets
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2006 | book
The generalized eigendecomposition approach to the blind source separation problem
Digital Signal Processing: A Review Journal
2006 | journal-article
A hybridization of simulated annealing and local PCA for automatic component assignment within ICA
Lecture Notes in Computer Science
2005 | conference-paper
An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis
Proceedings of the International Joint Conference on Neural Networks
2005 | conference-paper
AutoAssign - An automatic assignment tool for independent components
Lecture Notes in Computer Science
2005 | conference-paper
DAMUSE - A new tool for denoising and blind source separation
Digital Signal Processing: A Review Journal
2005 | journal-article
Hybridizing sparse component analysis with genetic algorithms for blind source separation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | book
On the use of clustering and local singular spectrum analysis to remove ocular artifacts from electroencephalograms
Proceedings of the International Joint Conference on Neural Networks
2005 | conference-paper
Blind source separation using time-delayed signals
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
Delayed AMUSE - A tool for blind source separation and denoising
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Denoising using local ICA and Kernel-PCA
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
Denoising using local ICA and a generalized eigendecomposition with time-delayed signals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2004 | book
Kernel-PCA denoising of artifact-free protein NMR spectra
IEEE International Conference on Neural Networks - Conference Proceedings
2004 | conference-paper
The analysis of heart rate variability using independent component signals
Proceedings of the IASTED International Conference on Biomedical Engineering
2004 | conference-paper
A generalized eigendecomposition approach using matrix pencils to remove artefacts from 2D NMR spectra
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2003 | book
Approximate diagonalization approach to blind source separation with a subset of matrices
Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003
2003 | conference-paper
Removing water artefacts from 2D protein NMR spectra using GEVD with congruent matrix pencils
Proceedings - 7th International Symposium on Signal Processing and Its Applications, ISSPA 2003
2003 | conference-paper
On-line source separation of temporally correlated signals
European Signal Processing Conference
2002 | conference-paper
Providing an environment to teach DSP algorithms
Proceedings of 2002 IEEE 10th Digital Signal Processing Workshop, DSP 2002 and 2nd Signal Processing Education Workshop, SPE 2002
2002 | conference-paper
Blind Source Separation using a matrix pencil
Proceedings of the International Joint Conference on Neural Networks
2000 | conference-paper
On the use of backward adaptation in a perceptual audio coder
IEEE Transactions on Speech and Audio Processing
2000 | journal-article
Generalized eigen-decomposition approach to blind source problems
Proceedings of the International Joint Conference on Neural Networks
1999 | conference-paper
Method to extract articulatory parameters from the speech signal using neural networks
International Conference on Digital Signal Processing, DSP
1997 | conference-paper
Practical course on real-time signal processing using C-50
Proceedings - Frontiers in Education Conference
1997 | conference-paper
Quantifying the objective quality of voxel based data visualizations produced by a ray caster: A proposal
Proceedings of the Information Visualization Conference
1997 | conference-paper
Visualization and storage of biological signals in neurophysiology laboratory
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1997 | conference-paper
Teaching the Theory of Signals and Systems a proposal for a curriculum
ASEE Annual Conference Proceedings
1996 | conference-paper
Automated analysis of EEG: A new approach
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Information processing models for sleep staging
Expert Systems With Applications
1993 | journal-article
Sleep data integration and analysis an object oriented approach
Proceedings of the Annual Conference on Engineering in Medicine and Biology
1993 | conference-paper
Information processing models for automatic sleep scoring
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings
1989 | conference-paper
Performance and training strategies in feedforward neural networks: An application to sleep scoring
1989 | conference-paper
HIDRA: A HIERARCHICAL INSTRUMENT FOR DISTRIBUTED REAL-TIME ANALYSIS OF BIOLOGICAL SIGNALS.
IEEE Transactions on Biomedical Engineering
1988 | journal-article
HIDRA: a hierarchical instrument for distributed real-time analysis of biological signals.
1987 | journal-article
MULTI-PROCESSOR ELECTROENCEPHALOGRAM (EEG) ANALYZER.
1983 | conference-paper