Hidra: A Hierarchical Instrument for Distributed Real-Time Analysis of Biological Signals. - Pedro Guedes de Oliveira; José C. Príncipe; Ana Maria Tomé; Antonio Nunes Cruz (IEEE Trans. Biomed. Eng., 1987)

A backward-adaptive perceptual audio coder. - João Manuel Rodrigues; Ana Maria Tomé (EUSIPCO, 1996)

Quantifying the Objective Quality of Voxel Based Data Visualizations Produced by a Ray Caster: a proposal. - Beatriz Sousa Santos; José Nunes; Carlos Coimbra; Carlos Ferreira 001; Ana Maria Tomé; Nuno Lau (IV, 1997)

The generalized eigen-decomposition approach to blind source problems. - Ana Maria Tomé (IJCNN, 1999)

Blind Source Separation Using a Matrix Pencil. - Ana Maria Tomé (IJCNN (3), 2000)

On the use of backward adaptation in a perceptual audio coder. - João Manuel Rodrigues; Ana Maria Tomé (IEEE Trans. Speech Audio Process., 2000)

Separation of a mixture of signals using linear filtering and second order statistics. - Ana Maria Tomé (ESANN, 2002)

On-line source separation of temporally correlated signals. - Ana Maria Tomé; Nuno Ferreira (EUSIPCO, 2002)

Removing water artefacts from 2D protein NMR spectra using GEVD with congruent matrix pencils. - Kurt Stadlthanner; Ana Maria Tomé; Fabian J. Theis; Wolfram Gronwald; Hans Robert Kalbitzer; Elmar Wolfgang Lang (ISSPA (2), 2003)

Approximate diagonalization approach to blind source separation with a subset of matrices. - Ana Maria Tomé; Elmar Wolfgang Lang (ISSPA (2), 2003)

A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. - Kurt Stadlthanner; Ana Maria Tomé; Fabian J. Theis; Elmar Wolfgang Lang (IWANN (2), 2003)

Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals. - Peter Gruber 002; Kurt Stadlthanner; Ana Maria Tomé; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (ICA, 2004)

Delayed AMUSE - A Tool for Blind Source Separation and Denoising. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang; Kurt Stadlthanner (ICA, 2004)

Denoising using local ICA and kernel-PCA. - Peter Gruber 002; Fabian J. Theis; Kurt Stadlthanner; Elmar Wolfgang Lang; Ana Maria Tomé; Ana Rita Teixeira (IJCNN, 2004)

Kernel-PCA denoising of artifact-free protein NMR spectra. - Kurt Stadlthanner; Elmar Wolfgang Lang; Peter Gruber 002; Fabian J. Theis; Ana Maria Tomé; Ana Rita Teixeira; Carlos García Puntonet (IJCNN, 2004)

Blind source separation using time-delayed signals. - Ana Maria Tomé; Ana Rita Teixeira; Elmar Wolfgang Lang; Kurt Stadlthanner; Ana Paula Rocha 002; Rute Almeida (IJCNN, 2004)

AutoAssign - An Automatic Assignment Tool for Independent Components. - Matthias Böhm 002; Kurt Stadlthanner; Ana Maria Tomé; Peter Gruber 002; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet; Elmar Wolfgang Lang (IbPRIA (2), 2005)

An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. - Matthias Böhm 002; Kurt Stadlthanner; Elmar Wolfgang Lang; Fabian J. Theis; Peter Gruber 002; Ana Maria Tomé; Ana Rita Teixeira; Carlos García Puntonet (IJCNN, 2005)

On the use of clustering and local singular spectrum analysis to remove ocular artifacts from electroencephalograms. - Ana Rita Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang; Peter Gruber 002; António Martins da Silva (IJCNN, 2005)

Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. - Kurt Stadlthanner; Fabian J. Theis; Carlos García Puntonet; Juan Manuel Górriz; Ana Maria Tomé; Elmar Wolfgang Lang (ISBMDA, 2005)

A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. - Matthias Böhm 002; Kurt Stadlthanner; Elmar Wolfgang Lang; Ana Maria Tomé; Ana R. Teixeira; Fabian J. Theis; Carlos García Puntonet (IWANN, 2005)

dAMUSE - A new tool for denoising and blind source separation. - Ana Maria Tomé; Ana R. Teixeira; Elmar Wolfgang Lang; Kurt Stadlthanner; Ana Paula Rocha 002; Rute Almeida (Digit. Signal Process., 2005)

Nonlinear projective techniques to extract artifacts in biomedical signals. - Ana R. Teixeira; Ana Maria Tomé; Kurt Stadlthanner; Elmar Wolfgang Lang (EUSIPCO, 2006)

Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet; Pedro Gómez-Vilda; Thomas Langmann; Gerd Schmitz 001 (ICA, 2006)

Automatic removal of high-amplitude artefacts from single-channel electroencephalograms. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang; Peter Gruber 002; António Martins da Silva (Comput. Methods Programs Biomed., 2006)

The generalized eigendecomposition approach to the blind source separation problem. - Ana Maria Tomé (Digit. Signal Process., 2006)

Denoising using local projective subspace methods. - Peter Gruber 002; Kurt Stadlthanner; Matthias Böhm 002; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Ana R. Teixeira; Carlos García Puntonet; Juan Manuel Górriz Sáez (Neurocomputing, 2006)

Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils. - Kurt Stadlthanner; Ana Maria Tomé; Fabian J. Theis; Elmar Wolfgang Lang; Wolfram Gronwald; Hans Robert Kalbitzer (Neurocomputing, 2006)

On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation. - Matthias Böhm 002; Kurt Stadlthanner; Peter Gruber 002; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Ana R. Teixeira; Wolfram Gronwald; Hans Robert Kalbitzer (IEEE Trans. Biomed. Eng., 2006)

Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. - Reinhard Schachtner; Dominik Lutter; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Juan Manuel Górriz Sáez; Carlos García Puntonet (ICA, 2007)

Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. - Reinhard Schachtner; Dominik Lutter; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Gerd Schmitz 001 (ICANN (2), 2007)

Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet (ICANN (1), 2007)

Greedy KPCA in Biomedical Signal Processing. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang (ICANN (2), 2007)

Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. - Kurt Stadlthanner; Dominik Lutter; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Petia Georgieva; Carlos García Puntonet (IJCNN, 2007)

Measurability, Representation and Interpretation of Spatial Usage in Knowledge-Sharing Environments - A Descriptive Model Based on WiFi Technologies. - Teresa Heitor; Ana Maria Tomé; Paulo Dimas; João Pedro Silva (BMI, 2007)

Feature Extraction Using Low-Rank Approximations of the Kernel Matrix. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang (ICIAR, 2008)

A Matrix Factorization Classifier for Knowledge-Based Microarray Analysis. - Reinhard Schachtner; Dominik Lutter; Ana Maria Tomé; Gerd Schmitz 001; Pedro Gómez-Vilda; Elmar Wolfgang Lang (IWPACBB, 2008)

Knowledge-based gene expression classification via matrix factorization. - Reinhard Schachtner; Dominik Lutter; P. Knollmüller; Ana Maria Tomé; Fabian J. Theis; Gerd Schmitz 001; Martin Stetter; Pedro Gómez-Vilda; Elmar Wolfgang Lang (Bioinform., 2008)

KPCA denoising and the pre-image problem revisited. - Ana R. Teixeira; Ana Maria Tomé; Kurt Stadlthanner; Elmar Wolfgang Lang (Digit. Signal Process., 2008)

Hybridizing sparse component analysis with genetic algorithms for microarray analysis. - Kurt Stadlthanner; Fabian J. Theis; Elmar Wolfgang Lang; Ana Maria Tomé; Carlos García Puntonet; Juan Manuel Górriz (Neurocomputing, 2008)

Feature Extraction Using Linear and Non-linear Subspace Techniques. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang (ICANN (2), 2009)

Minimum Determinant Constraint for Non-negative Matrix Factorization. - Reinhard Schachtner; Gerhard Pöppel; Ana Maria Tomé; Elmar Wolfgang Lang (ICA, 2009)

Automatic Generation of Biped Walk Behavior Using Genetic Algorithms. - Hugo Picado; Marcos Gestal; Nuno Lau; Luís Paulo Reis; Ana Maria Tomé (IWANN (1), 2009)

Serial Evolution. - Volker Fischer 004; Ana Maria Tomé; Elmar Wolfgang Lang (IWINAC (1), 2009)

How to Apply Nonlinear Subspace Techniques to Univariate Biomedical Time Series. - Ana R. Teixeira; Ana Maria Tomé; Matthias Böhm 002; Carlos García Puntonet; Elmar Wolfgang Lang (IEEE Trans. Instrum. Meas., 2009)

Exploratory Matrix Factorization for PET Image Analysis. - Andreas Kodewitz; Ingo R. Keck; Ana Maria Tomé; Juan Manuel Górriz; Elmar Wolfgang Lang (HAIS (1), 2010)

Advances in EEG-Based Biometry. - António Ferreira; Carlos Almeida 004; Petia Georgieva; Ana Maria Tomé; Filipe Miguel Teixeira Pereira da Silva (ICIAR (2), 2010)

Sliding Empirical Mode Decomposition. - Rupert Faltermeier; Angela Zeiler; Ingo R. Keck; Ana Maria Tomé; Alexander Brawanski; Elmar Wolfgang Lang (IJCNN, 2010)

Person identification using VEP signals and SVM classifiers. - Aida Ferreira; Carlos Almeida 004; Petia Georgieva; Ana Maria Tomé (IJCNN, 2010)

Brain status data analyzed by Empirical Mode Decomposition. - Angela Zeiler; Rupert Faltermeier; Ingo R. Keck; Ana Maria Tomé; Alexander Brawanski; Carlos García Puntonet; Elmar Wolfgang Lang (IJCNN, 2010)

Empirical Mode Decomposition - an introduction. - Angela Zeiler; Rupert Faltermeier; Ingo R. Keck; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (IJCNN, 2010)

Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series. - Angela Zeiler; Rupert Faltermeier; Ana Maria Tomé; Carlos García Puntonet; Alexander Brawanski; Elmar Wolfgang Lang (IWANN (1), 2011)

Brain Status Data Analysis by Sliding EMD. - Angela Zeiler; Rupert Faltermeier; Alexander Brawanski; Ana Maria Tomé; Carlos García Puntonet; Juan Manuel Górriz; Elmar Wolfgang Lang (IWINAC (2), 2011)

Weighted sliding Empirical Mode Decomposition. - Rupert Faltermeier; Angela Zeiler; Ana Maria Tomé; Alexander Brawanski; Elmar Wolfgang Lang (Adv. Data Sci. Adapt. Anal., 2011)

Unsupervised feature extraction via kernel subspace techniques. - Ana R. Teixeira; Ana Maria Tomé; Elmar Wolfgang Lang (Neurocomputing, 2011)

Brain Connectivity Analysis: A Short Survey. - Elmar Wolfgang Lang; Ana Maria Tomé; Ingo R. Keck; Juan Manuel Górriz Sáez; Carlos García Puntonet (Comput. Intell. Neurosci., 2012)

An Ontology-based Multi-level Robot Architecture for Learning from Experiences. - Sebastian Rockel; Bernd Neumann; Jianwei Zhang 001; Krishna Sandeep Reddy Dubba; Anthony G. Cohn 001; Stefan Konecny; Masoumeh Mansouri; Federico Pecora; Alessandro Saffiotti; Martin Günther; Sebastian Stock 001; Joachim Hertzberg; et al. (AAAI Spring Symposium: Designing Intelligent Robots, 2013)

A New Physarum Learner for Network Structure Learning from Biomedical Data. - Torsten Schön; Martin Stetter; Ana Maria Tomé; Elmar Wolfgang Lang (BIOSIGNALS, 2013)

Feature Extraction and Classification of Biosignals - Emotion Valence Detection from EEG Signals. - Ana Maria Tomé; Antonio R. Hidalgo-Muñoz; M. M. López; Ana R. Teixeira; Isabel M. Santos; Ana Teresa Pereira; M. Vázquez-Marrufo; Elmar Wolfgang Lang (BIOSIGNALS, 2013)

Approach on affective valence detection from EEG signals based on global field power measure and SVM-RFE algorithm. - Antonio R. Hidalgo-Muñoz; Míriam López; Ana Maria Tomé; Ana Teresa Pereira; Isabel M. Santos (IWBBIO, 2013)

Computer game engines for accessibility assessment: The IST Alameda campus case-study. - Rita Costa Nascimento; Ana Gil; Teresa Heitor; Ana Maria Tomé; Helena Rua (SeGAH, 2013)

Spectral turbulence measuring as feature extraction method from EEG on affective computing. - Antonio R. Hidalgo-Muñoz; M. M. López; Ana Teresa Pereira; Isabel M. Santos; Ana Maria Tomé (Biomed. Signal Process. Control., 2013)

Application of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing. - Antonio R. Hidalgo-Muñoz; M. M. López; Isabel M. Santos; Ana Teresa Pereira; M. Vázquez-Marrufo; Alejandro Galvao-Carmona; Ana Maria Tomé (Expert Syst. Appl., 2013)

Weighted Sliding Empirical Mode Decomposition for Online Analysis of Biomedical Time Series. - Angela Zeiler; Rupert Faltermeier; Ana Maria Tomé; Carlos García Puntonet; Alexander Brawanski; Elmar Wolfgang Lang (Neural Process. Lett., 2013)

Grounding Language in Perception for Scene Conceptualization in Autonomous Robots. - Krishna Sandeep Reddy Dubba; Miguel Oliveira 001; Gi Hyun Lim; S. Hamidreza Kasaei 001; Luís Seabra Lopes; Ana Maria Tomé; Anthony G. Cohn 001 (AAAI Spring Symposia, 2014)

Wideband spectrum sensing for Cognitive Radio. - José M. N. Vieira; Ana Maria Tomé; Daniel Malafaia (EUSIPCO, 2014)

An interactive open-ended learning approach for 3D object recognition. - S. Hamidreza Kasaei 001; Miguel Oliveira 001; Gi Hyun Lim; Luís Seabra Lopes; Ana Maria Tomé (ICARSC, 2014)

A perceptual memory system for grounding semantic representations in intelligent service robots. - Miguel Oliveira 001; Gi Hyun Lim; Luís Seabra Lopes; S. Hamidreza Kasaei 001; Ana Maria Tomé; Aneesh Chauhan (IROS, 2014)

Combining EMD with ICA to Analyze Combined EEG-fMRI Data. - Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Gregor Volberg; Elmar Wolfgang Lang (MIUA, 2014)

Interactive teaching and experience extraction for learning about objects and robot activities. - Gi Hyun Lim; Miguel Oliveira 001; Vahid Mokhtari; S. Hamidreza Kasaei 001; Aneesh Chauhan; Luís Seabra Lopes; Ana Maria Tomé (RO-MAN, 2014)

Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images. - A. Neubauer; Ana Maria Tomé; Andreas Kodewitz; J. M. Górriz; Carlos García Puntonet; Elmar Wolfgang Lang (Adv. Data Sci. Adapt. Anal., 2014)

Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task. - Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Gregor Volberg; Simon Hanslmayr; Rainer Hammwöhner; Elmar Wolfgang Lang (Biomed. Signal Process. Control., 2014)

Physarum Learner: A bio-inspired way of learning structure from data. - Torsten Schön; Martin Stetter; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (Expert Syst. Appl., 2014)

A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection. - Reinhard Schachtner; Gerhard Pöppel; Ana Maria Tomé; Carlos García Puntonet; Elmar Wolfgang Lang (Neurocomputing, 2014)

EEG study on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE. - Antonio R. Hidalgo-Muñoz; M. M. López; Alejandro Galvao-Carmona; Ana Teresa Pereira; Isabel M. Santos; M. Vázquez-Marrufo; Ana Maria Tomé (Medical Biol. Eng. Comput., 2014)

A Bayesian approach to the Lee-Seung update rules for NMF. - Reinhard Schachtner; Gerhard Pöppel; Ana Maria Tomé; Elmar Wolfgang Lang (Pattern Recognit. Lett., 2014)

Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition. - Esteve Gallego-Jutglà; Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Elmar Wolfgang Lang; Jordi Solé-Casals (BIOSIGNALS, 2015)

Improving Performance of Bio-radars for Remote Heartbeat and Breathing Detection by using Cyclostationary Features. - Daniel Malafaia; José M. N. Vieira; Ana Maria Tomé (BIOSIGNALS, 2015)

Empirical mode decomposition of multiple ECG leads for catheter ablation long-term outcome prediction in persistent atrial fibrillation. - Antonio R. Hidalgo-Muñoz; Ana Maria Tomé; Decebal Gabriel Latcu; Vicente Zarzoso (EMBC, 2015)

Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency estimation. - Antonio R. Hidalgo-Muñoz; Ana Maria Tomé; Vicente Zarzoso (EUSIPCO, 2015)

An Adaptive Object Perception System Based on Environment Exploration and Bayesian Learning. - S. Hamidreza Kasaei 001; Miguel Oliveira 001; Gi Hyun Lim; Luís Seabra Lopes; Ana Maria Tomé (ICARSC, 2015)

Concurrent learning of visual codebooks and object categories in open-ended domains. - Miguel Oliveira 001; Luís Seabra Lopes; Gi Hyun Lim; S. Hamidreza Kasaei 001; Angel Domingo Sappa; Ana Maria Tomé (IROS, 2015)

Interactive Open-Ended Learning for 3D Object Recognition: An Approach and Experiments. - S. Hamidreza Kasaei 001; Miguel Oliveira 001; Gi Hyun Lim; Luís Seabra Lopes; Ana Maria Tomé (J. Intell. Robotic Syst., 2015)

A logistic non-negative matrix factorization approach to binary data sets. - Ana Maria Tomé; Reinhard Schachtner; Vincent Vigneron; Carlos García Puntonet; Elmar Wolfgang Lang (Multidimens. Syst. Signal Process., 2015)

Concurrent 3D Object Category Learning and Recognition Based on Topic Modelling and Human Feedback. - S. Hamidreza Kasaei 001; Luís Seabra Lopes; Ana Maria Tomé (ICARSC, 2016)

An orthographic descriptor for 3D object learning and recognition. - S. Hamidreza Kasaei 001; Luís Seabra Lopes; Ana Maria Tomé; Miguel Oliveira 001 (IROS, 2016)

Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition. - Seyed Hamidreza Kasaei 001; Ana Maria Tomé; Luís Seabra Lopes (NIPS, 2016)

Object Learning and Grasping Capabilities for Robotic Home Assistants. - S. Hamidreza Kasaei 001; Nima Shafii; Luís Seabra Lopes; Ana Maria Tomé (RoboCup, 2016)

Analysis of fMRI images with bi-dimensional empirical mode decomposition based-on Green's functions. - Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Bernd Ludwig; Diego Salas-Gonzales; Elmar Wolfgang Lang (Biomed. Signal Process. Control., 2016)

A green's function-based Bi-dimensional empirical mode decomposition. - Saad Al-Baddai; Karema Al-Subari; Ana Maria Tomé; Jordi Solé-Casals; Elmar Wolfgang Lang (Inf. Sci., 2016)

Cognitive bio-radar: The natural evolution of bio-signals measurement. - Daniel Malafaia; Beatriz Oliveira; Pedro Ferreira; Tiago Varum; José M. N. Vieira; Ana Maria Tomé (J. Medical Syst., 2016)

Adaptive threshold spectrum sensing based on Expectation Maximization algorithm. - Daniel Malafaia; José M. N. Vieira; Ana Maria Tomé (Phys. Commun., 2016)

GOOD: A global orthographic object descriptor for 3D object recognition and manipulation. - S. Hamidreza Kasaei 001; Ana Maria Tomé; Luís Seabra Lopes; Miguel Oliveira 001 (Pattern Recognit. Lett., 2016)

3D object perception and perceptual learning in the RACE project. - Miguel Oliveira 001; Luís Seabra Lopes; Gi Hyun Lim; S. Hamidreza Kasaei 001; Ana Maria Tomé; Aneesh Chauhan (Robotics Auton. Syst., 2016)

Z-Images. - Vincent Vigneron; Tahir Q. Syed; Leonardo Tomazeli Duarte; Elmar Wolfgang Lang; Sadaf I. Behlim; Ana Maria Tomé (IbPRIA, 2017)

Energy Based Clustering Method to Estimate Channel Occupation of LTE in Unlicensed Spectrum. - Daniel Malafaia; José M. N. Vieira; Ana Maria Tomé (IWINAC (2), 2017)

A multi-variate blind source separation algorithm. - Markus Goldhacker; P. Keck; A. Igel; Elmar Wolfgang Lang; Ana Maria Tomé (Comput. Methods Programs Biomed., 2017)

Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots. - S. Hamidreza Kasaei 001; Juil Sock; Luís Seabra Lopes; Ana Maria Tomé; Tae-Kyun Kim 001 (AAAI, 2018)

Does music help to be more attentive while performing a task? A brain activity analysis. - Ana Rita Teixeira; Ana Maria Tomé; Luís M. Roseiro; Anabela Gomes (BIBM, 2018)

Attention and concentration in normal and deaf gamers. - Ana Rita Teixeira; Ana Maria Tomé; Luís M. Roseiro; Anabela Gomes (BIBM, 2018)

Coping with Context Change in Open-Ended Object Recognition without Explicit Context Information. - S. Hamidreza Kasaei 001; Luís Seabra Lopes; Ana Maria Tomé (IROS, 2018)

Towards lifelong assistive robotics: A tight coupling between object perception and manipulation. - S. Hamidreza Kasaei 001; Miguel Oliveira 001; Gi Hyun Lim; Luís Seabra Lopes; Ana Maria Tomé (Neurocomputing, 2018)

Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets. - Vincent Vigneron; Andreas Kodewitz; Michele Nazareth da Costa; Ana Maria Tomé; Elmar Wolfgang Lang (Signal Process., 2018)

Mining EEG scalp maps of independent components related to HCT tasks. - Ana R. Teixeira; Isabel M. Santos; Elmar Wolfgang Lang; Ana Maria Tomé (EMBC, 2019)

Hybridizing EMD with cICA for fMRI Analysis of Patient Groups. - Simon Wein; Ana Maria Tomé; Markus Goldhacker; Mark W. Greenlee; Elmar Wolfgang Lang (EMBC, 2019)

Machine Learning Methods for Radar-Based People Detection and Tracking. - José Castanheira; Francisco Curado; Ana Maria Tomé; Edgar S. Gonçalves (EPIA (1), 2019)

Interactive Open-Ended Object, Affordance and Grasp Learning for Robotic Manipulation. - S. Hamidreza Kasaei 001; Nima Shafii; Luís Seabra Lopes; Ana Maria Tomé (ICRA, 2019)

Stroke Thrombus Segmentation on SWAN with Multi-Directional U-Nets. - Jonathan Kobold; Elmar Wolfgang Lang; Ana Maria Tomé; Vincent Vigneron; Hichem Maaref; Dominique Fourer; M. Aghasaryan; C. Alecu; Nicolas Chausson; Yann L'Hermitte; Didier Smadja (IPTA, 2019)

Machine Learning Methods for Radar-Based People Detection and Tracking by Mobile Robots. - José Castanheira; Francisco Curado; Eurico Farinha Pedrosa; Edgar S. Gonçalves; Ana Maria Tomé (ROBOT (2), 2019)

A constrained ICA-EMD Model for Group Level fMRI Analysis. - Simon Wein; Ana Maria Tomé; Markus Goldhacker; Mark W. Greenlee; Elmar Wolfgang Lang (CoRR, 2019)

Decomposing Temperature Time Series with Non-Negative Matrix Factorization. - Peter Weiderer; Ana Maria Tomé; Elmar Wolfgang Lang (CoRR, 2019)

Study on the usage feasibility of continuous-wave radar for emotion recognition. - Carolina Gouveia; Ana Maria Tomé; Filipa Barros; Sandra C. Soares; José Vieira 001; Pedro Pinho (Biomed. Signal Process. Control., 2020)

A Graph Neural Network Framework for Causal Inference in Brain Networks. - Simon Wein; Wilhelm M. Malloni; Ana Maria Tomé; Sebastian M. Frank; Gina-Isabelle Henze; Stefan Wüst; Mark W. Greenlee; Elmar Wolfgang Lang (CoRR, 2020)

Local-LDA: Open-Ended Learning of Latent Topics for 3D Object Recognition. - S. Hamidreza Kasaei 001; Luís Seabra Lopes; Ana Maria Tomé (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

A recognition-verification system for noisy faces based on an empirical mode decomposition with Green's functions. - Saad Al-Baddai; Pere Martí-Puig; Esteve Gallego-Jutglà; Karema Al-Subari; Ana Maria Tomé; Bernd Ludwig; Elmar Wolfgang Lang; Jordi Solé-Casals (Soft Comput., 2020)

Analysis of eyewitness testimony using electroencephalogram signals. - Bruno V. Mendes; Ana Maria Tomé; Isabel M. Santos; Pedro Bem-Haja (EMBC, 2021)

Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning. - Simon Wein; Gustavo Deco; Ana Maria Tomé; Markus Goldhacker; Wilhelm M. Malloni; Mark W. Greenlee; Elmar Wolfgang Lang (Comput. Intell. Neurosci., 2021)

Extracting control variables of casting processes with NMF and rule extraction. - M. Xarez; P. Weiderer; Ana Maria Tomé; Elmar Wolfgang Lang (Expert Syst. Appl., 2021)

Improved conformalized quantile regression. - Martim Sousa; Ana Maria Tomé; José Manuel Moreira (CoRR, 2022)

A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting. - Martim Sousa; Ana Maria Tomé; José Manuel Moreira (Neurocomputing, 2024)

Improving conformalized quantile regression through cluster-based feature relevance. - Martim Sousa; Ana Maria Tomé; José Manuel Moreira (Expert Syst. Appl., 2024)