| Book |
- Malafaia, D.; Vieira, J.; Tomé, A.. Cognitive radio and spectrum sensing. 2017.
- Vigneron, V.; Syed, T.Q.; Duarte, L.T.; Lang, E.; Behlim, S.I.; Tomé, A.-M.. Z-images. 2017.
10.1007/978-3-319-58838-4_20
- Malafaia, D.; Vieira, J.; Tomé, A.. Energy based clustering method to estimate channel occupation of LTE in unlicensed
spectrum. 2017.
10.1007/978-3-319-59773-7_33
- Kasaei, S.H.; Shafii, N.; Seabra Lopes, L.; Tomé, A.M.. Object learning and grasping capabilities for robotic home assistants.
2017.
10.1007/978-3-319-68792-6_23
- Schachtner, R.; Pöppel, G.; Tomé, A.M.; Lang, E.W.. From binary NMF to variational bayes NMF: A probabilistic approach.
2015.
10.1007/978-3-662-48331-2_1
- Zeiler, A.; Faltermeier, R.; Tomé, A.M.; Keck, I.R.; Puntonet, C.; Brawanski, A.; Lang, E.W.. Sliding empirical mode decomposition-brain
status data analysis and modeling. 2013.
10.1007/978-3-642-28696-4-12
- Zeiler, A.; Faltermeier, R.; Tomé, A.M.; Puntonet, C.; Brawanski, A.; Lang, E.W.. Sliding empirical mode decomposition
for on-line analysis of biomedical time series. 2011.
10.1007/978-3-642-21501-8_37
- Zeiler, A.; Faltermeier, R.; Brawanski, A.; Tomé, A.M.; Puntonet, C.G.; Górriz, J.M.; Lang, E.W.. Brain status data analysis
by sliding EMD. 2011.
10.1007/978-3-642-21326-7_9
- Lang, E.W.; Schachtner, R.; Herold, D.; Lutter, D.; Knollmüller, P.; Theisi, F.; Tomé, A.M.; et al. Machine learning techniques
to identify marker genes for diagnostic classification of microarrays. 2010.
- Ferreira, A.; Almeida, C.; Georgieva, P.; Tomé, A.; Silva, F.. Advances in EEG-based biometry. 2010.
10.1007/978-3-642-13775-4_29
- Schachtner, R.; Lutter, D.; Tomé, A.M.; Schmitz, G.; Gómez Vilda, P.; Lang, E.W.. A matrix factorization classifier for
knowledge-based microarray analysis. 2009.
10.1007/978-3-540-85861-4_17
- Schachtner, R.; Poppel, G.; Tome, A.M.; Lang, E.W.. Minimum determinant constraint for non-negative matrix factorization.
2009.
10.1007/978-3-642-00599-2_14
- Fischer, V.; Tomé, A.M.; Lang, E.W.. Serial evolution. 2009.
10.1007/978-3-642-02264-7_25
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.. Feature extraction using linear and non-linear subspace techniques. 2009.
10.1007/978-3-642-04277-5_12
- Picado, H.; Gestal, M.; Lau, N.; Reis, L.P.; Tomé, A.M.. Automatic generation of biped walk behavior using genetic algorithms.
2009.
10.1007/978-3-642-02478-8_101
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.. Feature extraction using low-rank approximations of the kernel matrix. 2008.
10.1007/978-3-540-69812-8_40
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.. Greedy KPCA in biomedical signal processing. 2007.
- Schachtner, R.; Lutter, D.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Schmitz, G.. Exploiting blind matrix decomposition techniques
to identify diagnostic marker genes. 2007.
- Schachtner, R.; Lutter, D.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Gorriz Saez, J.M.; Puntonet, C.G.. Blind matrix decomposition
techniques to identify marker genes from microarrays. 2007.
- Stadlthanner, K.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Puntonet, C.G.. Blind matrix decomposition via genetic optimization
of sparseness and nonnegativity constraints. 2007.
- Stadlthanner, K.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Puntonet, C.G.; Vilda, P.G.; Langmann, T.; Schmitz, G.. Sparse nonnegative
matrix factorization applied to microarray data sets. 2006.
10.1007/11679363_32
- Stadlthanner, K.; Theis, F.J.; Puntonet, C.G.; Górriz, J.M.; Tomé, A.M.; Lang, E.W.. Hybridizing sparse component analysis
with genetic algorithms for blind source separation. 2005.
10.1007/11573067_15
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.; Stadlthanner, K.. Delayed AMUSE - A tool for blind source separation and denoising.
2004.
- Gruber, P.; Stadlthanner, K.; Tomé, A.M.; Teixeira, A.R.; Theis, F.J.; Puntonet, C.G.; Lang, E.W.. Denoising using local
ICA and a generalized eigendecomposition with time-delayed signals. 2004.
- Stadlthanner, K.; Tomé, A.M.; Theis, F.J.; Lang, E.W.. A generalized eigendecomposition approach using matrix pencils to
remove artefacts from 2D NMR spectra. 2003.
|
| Book chapter |
- José Castanheira; Francisco Curado; Ana Tomé; Edgar Gonçalves; Eurico Pedrosa. "Machine Learning Methods for Radar-Based People
Detection and Tracking". 379-391. Springer International Publishing, 2019.
10.1007/978-3-030-30241-2_35
|
| Conference paper |
- Kasaei, S.H.; Lopes, L.S.; Tomé, A.M.; Oliveira, M.. "An orthographic descriptor for 3D object learning and recognition".
2016.
10.1109/IROS.2016.7759612
- Kasaei, S.H.; Lopes, L.S.; Tomé, A.M.. "Concurrent 3D Object Category Learning and Recognition Based on Topic Modelling and
Human Feedback". 2016.
10.1109/ICARSC.2016.28
- Kasaei, S.H.; Tomé, A.M.; Lopes, L.S.. "Hierarchical object representation for open-ended object category learning and recognition".
2016.
- Oliveira, M.; Seabra Lopes, L.; Lim, G.H.; Kasaei, S.H.; Sappa, A.D.; Tome, A.M.. "Concurrent learning of visual codebooks
and object categories in open-ended domains". 2015.
10.1109/IROS.2015.7353715
- Hidalgo-Munoz, A.R.; Tome, A.M.; Latcu, D.G.; Zarzoso, V.. "Empirical mode decomposition of multiple ECG leads for catheter
ablation long-term outcome prediction in persistent atrial fibrillation". 2015.
10.1109/EMBC.2015.7318311
- Kasaei, S.H.; Oliveira, M.; Lim, G.H.; Lopes, L.S.; Tomé, A.M.. "An adaptive object perception system based on environment
exploration and Bayesian learning". 2015.
10.1109/ICARSC.2015.37
- Gallego-Jutglà, E.; Al-Baddai, S.; Al-Subari, K.; Tomé, A.M.; Lang, E.W.; Solé-Casals, J.. "Face recognition by fast and stable
bi-dimensional empirical mode decomposition". 2015.
- Hidalgo-Munoz, A.R.; Tome, A.M.; Zarzoso, V.. "Empirical mode decomposition for noninvasive atrial fibrillation dominant frequency
estimation". 2015.
10.1109/EUSIPCO.2015.7362851
- Malafaia, D.; Vieira, J.; Tomé, A.. "Improving performance of bio-radars for remote heartbeat and breathing detection by using
cyclostationary features". 2015.
- Malafaia, D.; Vieira, J.; Tome, A.. "Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage".
2014.
10.1109/EuMC.2014.6986728
- Malafaia, D.; Vieira, J.; Tome, A.. "Blind detection of cyclostacionary signals taking advantage of cyclic spectrum leakage".
2014.
10.1109/EuMIC.2014.6997912
- Dubba, K.S.R.; De Oliveira, M.R.; Lim, G.H.; Kasaei, H.; Lopes, L.S.; Tomé, A.; Cohn, A.G.. "Grounding language in perception
for scene conceptualization in autonomous robots". 2014.
- Vieira, J.M.N.; Tomé, A.M.; Malafaia, D.. "Wideband spectrum sensing for Cognitive Radio". 2014.
- Oliveira, M.; Lim, G.H.; Lopes, L.S.; Kasaei, S.H.; Tome, A.M.; Chauhan, A.. "A perceptual memory system for grounding semantic
representations in intelligent service robots". 2014.
10.1109/IROS.2014.6942861
- Lim, G.H.; Oliveira, M.; Mokhtari, V.; Hamidreza Kasaei, S.; Chauhan, A.; Seabra Lopes, L.; Tome, A.M.. "Interactive teaching
and experience extraction for learning about objects and robot activities". 2014.
10.1109/ROMAN.2014.6926246
- Kasaei, S.H.; Oliveira, M.; Lim, G.H.; Lopes, L.S.; Tomé, A.M.. "An interactive open-ended learning approach for 3D object
recognition". 2014.
10.1109/ICARSC.2014.6849761
- Pinto, P.; Tome, A.; Santos, V.. "Visual detection of vehicles using a bag-of-features approach". 2013.
10.1109/Robotica.2013.6623539
- Tomé, A.M.; Hidalgo-Muñoz, A.R.; López, M.M.; Teixeira, A.R.; Santos, I.M.; Pereira, A.T.; Vázquez-Marrufo, M.; Lang, E.W..
"Feature extraction and classification of biosignals: Emotion valence detection from EEG signals". 2013.
- Schön, T.; Stetter, M.; Tomé, A.M.; Lang, E.W.. "A new physarum learner for network structure learning from biomedical data".
2013.
- Rockel, S.; Neumann, B.; Zhang, J.; Dubba, K.S.R.; Cohn, A.G.; Konecný, Š.; Mansouri, M.; et al. "An ontology-based multi-level
robot architecture for learning from experiences". 2013.
- Kodewitz, A.; Keck, I.R.; Tomé, A.M.; Lang, E.W.; Górriz, J.M.. "Exploratory matrix factorization for PET image analysis".
2010.
10.1109/IEMBS.2010.5627704
- Faltermeier, R.; Zeiler, A.; Keck, I.R.; Tomé, A.M.; Brawanski, A.; Lang, E.W.. "Sliding empirical mode decomposition". 2010.
10.1109/IJCNN.2010.5596536
- Tomé, A.M.; Teixeira, A.R.; Figueiredo, N.; Georgieva, P.; Santos, I.M.; Lang, E.. "Clustering evoked potential signals using
subspace methods". 2010.
10.1109/IEMBS.2010.5627971
- Zeiler, A.; Faltermeier, R.; Keck, I.R.; Tomé, A.M.; Brawanski, A.; Puntonet, C.G.; Lang, E.W.. "Brain status data analyzed
by empirical mode decomposition". 2010.
10.1109/IJCNN.2010.5596533
- Ferreira, A.; Almeida, C.; Georgieva, P.; Tomé, A.. "Person identification using VEP signals and SVM classifiers". 2010.
10.1109/IJCNN.2010.5596616
- Keck, I.R.; Fischer, V.; Tomé, A.M.; Lang, E.W.. "Spatiotemporal ICA applied to retinotopic fMRI data". 2010.
10.1109/IEMBS.2010.5627291
- Zeiler, A.; Faltermeier, R.; Keck, I.R.; Tomé, A.M.; Puntonet, C.G.; Lang, E.W.. "Empirical mode decomposition - An introduction".
2010.
10.1109/IJCNN.2010.5596829
- Kohler, Ch.; Keck, I.; Gruber, P.; Lie, Ch.-H.; Specht, K.; Tomé, A.M.; Lang, E.W.. "Spatiotemporal group ICA applied to fMRI
datasets". 2008.
- Fink, F.; Wörle, K.; Gruber, P.; Tomé, A.M.; Górriz-Sáez, J.M.; Puntonet, C.G.; Lang, E.W.. "ICA analysis of retina images
for glaucoma classification". 2008.
- Herold, D.; Lutter, D.; Schachtner, R.; Tomé, A.M.; Schmitz, G.; Lang, E.W.. "Comparison of unsupervised and supervised gene
selection methods". 2008.
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.; Martins Da Silva, A.. "Subspace techniques to remove artifacts from EEG: A quantitative
analysis". 2008.
- Teixeira, A.R.; Alves, N.; Tomé, A.M.; Böhm, M.; Lang, E.W.; Puntonet, C.G.. "Single-channel electroencephalogram analysis
using non-linear subspace techniques". 2007.
10.1109/WISP.2007.4447577
- Schachtner, R.; Lutter, D.; Theis, F.J.; Lang, E.W.; Schmitz, G.; Tomé, A.M.; Vilda, P.G.; Stadlthanner, K.. "How to extract
marker genes from microarray data sets". 2007.
10.1109/IEMBS.2007.4353266
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.; Schachtner, R.; Stadlthanner, K.. "On the use of KPCA to extract artifacts in one-dimensional
biomedical signals". 2007.
10.1109/MLSP.2006.275580
- Stadlthanner, K.; Lutter, D.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Georgieva, P.; Puntonet, C.G.. "Sparse nonnegative matrix
factorization with genetic algorithms for microarray analysis". 2007.
10.1109/IJCNN.2007.4370971
- Tomé, A.M.; Teixeira, A.R.; Lang, E.W.; Da Silva, A.M.. "Greedy kernel PCA applied to single-channel EEG recordings". 2007.
10.1109/IEMBS.2007.4353576
- Schachtner, R.; Lutter, D.; Tomé, A.M.; Lang, E.W.; Gómez Vilda, P.. "Exploring matrix factorization techniques for classification
of gene expression profiles". 2007.
10.1109/WISP.2007.4447571
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.. "Exploiting low-rank approximations of kernel matrices in denoising applications".
2007.
10.1109/MLSP.2007.4414330
- Teixeira, A.R.; Tomé, A.M.; Stadlthanner, K.; Lang, E.W.. "Nonlinear projective techniques to extract artifacts in biomedical
signals". 2006.
- Teixeira, A.R.; Tome, A.M.; Lang, E.W.; Gruber, P.; Da Silva, A.M.. "Extraction and separation of high-amplitude artifacts
in electroencephalograms from epileptic patients". 2006.
- Lutter, D.; Stadlthanner, K.; Theis, F.; Lang, E.W.; Tomé, A.M.; Becker, B.; Vogt, Th.. "Analyzing gene expression profiles
with ICA". 2006.
- Böhm, M.; Stadlthanner, K.; Tomé, A.M.; Gruber, P.; Teixeira, A.R.; Theis, F.J.; Puntonet, C.G.; Lang, E.W.. "AutoAssign -
An automatic assignment tool for independent components". 2005.
- Böhm, M.; Stadlthanner, K.; Lang, E.W.; Tomé, A.M.; Teixeira, A.R.; Theis, F.J.; Puntonet, C.G.. "A hybridization of simulated
annealing and local PCA for automatic component assignment within ICA". 2005.
- Böhm, M.; Stadlthanner, K.; Lang, E.W.; Theis, F.J.; Gruber, P.; Tomé, A.M.; Teixeira, A.R.; Puntonet, C.G.. "An algorithm
for automatic assignment of artifact-related independent components in biomedical signal analysis". 2005.
10.1109/IJCNN.2005.1556289
- Teixeira, A.R.; Tome, A.M.; Lang, E.W.; Gruber, P.; Da Silva, A.M.. "On the use of clustering and local singular spectrum
analysis to remove ocular artifacts from electroencephalograms". 2005.
10.1109/IJCNN.2005.1556298
- Tomé, A.M.; Teixeira, A.R.; Lang, E.W.; Stadlthanner, K.; Rocha, A.P.; Almeida, R.. "Blind source separation using time-delayed
signals". 2004.
- Stadlthanner, K.; Lang, E.W.; Gruber, P.; Theis, F.J.; Tomé, A.M.; Teixeira, A.R.; Puntonet, C.G.. "Kernel-PCA denoising of
artifact-free protein NMR spectra". 2004.
10.1109/IJCNN.2004.1380913
- Teixeira, A.R.; Rocha, A.P.; Almeida, R.; Tome, A.M.. "The analysis of heart rate variability using independent component
signals". 2004.
- Gruber, P.; Theis, F.J.; Stadlthanner, K.; Lang, E.W.; Tomé, A.M.; Teixeira, A.R.. "Denoising using local ICA and Kernel-PCA".
2004.
10.1109/IJCNN.2004.1380936
- Tomé, A.M.; Lang, E.W.. "Approximate diagonalization approach to blind source separation with a subset of matrices". 2003.
10.1109/ISSPA.2003.1224826
- Stadlthanner, K.; Tomé, A.M.; Theis, F.J.; Gronwald, W.; Kalbitzer, H.-R.; Lang, E.W.. "Removing water artefacts from 2D protein
NMR spectra using GEVD with congruent matrix pencils". 2003.
10.1109/ISSPA.2003.1224821
- Vieira, J.; Tomé, A.; Rodrigues, J.. "Providing an environment to teach DSP algorithms". 2002.
10.1109/DSPWS.2002.1231120
- Tome, A.M.; Ferreira, N.. "On-line source separation of temporally correlated signals". 2002.
- Tome, Ana Maria. "Blind Source Separation using a matrix pencil". 2000.
- Tome, Ana Maria. "Generalized eigen-decomposition approach to blind source problems". 1999.
- Santos, Beatriz Sousa; Nunes, Jose; Coimbra, Carlos; Ferreira, Carlos; Tome, Ana Maria; Lau, Nuno. "Quantifying the objective
quality of voxel based data visualizations produced by a ray caster: A proposal". 1997.
- Tome, Ana Maria; Vieira, Jose. "Practical course on real-time signal processing using C-50". 1997.
- Pacheco, Osvaldo Rocha; Conceicao, Ricardo; Trancho, Filipe; Tome, Ana Maria. "Visualization and storage of biological signals
in neurophysiology laboratory". 1997.
- Branco, Antonio; Tome, Ana; Teixeira, Antonio; Vaz, Francisco. "Method to extract articulatory parameters from the speech
signal using neural networks". 1997.
- Vaz, F.; Tomé, A.M.; Ferreira, P.J.S.G.. "Teaching the Theory of Signals and Systems a proposal for a curriculum". 1996.
- Rocha Pacheco, Osvaldo; Tome, Ana Maria; Vaz, Francisco. "Automated analysis of EEG: A new approach". 1993.
- Oliveira, Jose Manuel; Tome, Ana Maria; Cunha, Joao Paulo; Catalao, Luis Miguel; Azevedo, Jose Luis. "Sleep data integration
and analysis an object oriented approach". 1993.
- Principe, Jose C.; Tome, Ana M.P.. "Performance and training strategies in feedforward neural networks: An application to
sleep scoring". 1989.
- Principe, Jose C.; Chang, Tae G.; Gala, Sunit K.; Tome, Ana P.. "Information processing models for automatic sleep scoring".
1989.
- Guedes de Oliveira, P.; Principe, J.C.; Cruz, A.; Tome, A.M.. "MULTI-PROCESSOR ELECTROENCEPHALOGRAM (EEG) ANALYZER.". 1983.
|
| Journal article |
- Martim Sousa; Ana Maria Tomé; José Moreira. "Improving conformalized quantile regression through cluster-based feature relevance".
Expert Systems with Applications (2024): https://doi.org/10.1016/j.eswa.2023.122322.
10.1016/j.eswa.2023.122322
- Carolina Gouveia; Ana Tomé; Filipa Barros; Sandra C. Soares; José Vieira; Pedro Pinho. "Study on the usage feasibility of
continuous-wave radar for emotion recognition". Biomedical Signal Processing and Control (2020): https://doi.org/10.1016/j.bspc.2019.101835.
10.1016/j.bspc.2019.101835
- Saad Al-Baddai; Pere Marti-Puig; Esteve Gallego-Jutglà; Karema Al-Subari; Ana Maria Tomé; Bernd Ludwig; Elmar Wolfgang Lang;
Jordi Solé-Casals. "A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s
functions". Soft Computing 24 5 (2020): 3809-3827. https://doi.org/10.1007/s00500-019-04150-9.
10.1007/s00500-019-04150-9
- Hamidreza Kasaei, S.; Oliveira, M.; Lim, G.H.; Seabra Lopes, L.; Tomé, A.M.. "Towards lifelong assistive robotics: A tight
coupling between object perception and manipulation". Neurocomputing 291 (2018): 151-166. http://www.scopus.com/inward/record.url?eid=2-s2.0-85043759771&partnerID=MN8TOARS.
10.1016/j.neucom.2018.02.066
- Vigneron, V.; Kodewitz, A.; da Costa, M.N.; Tome, A.M.; Langlang, E.. "Non-negative sub-tensor ensemble factorization (NsTEF)
algorithm. A new incremental tensor factorization for large data sets.". Signal Processing 144 (2018): 77-86. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030835061&partnerID=MN8TOARS.
10.1016/j.sigpro.2017.09.012
- Götz, T.I.; Tomé, A.M.; Hensel, B.; Lang, E.W.. "MDSLAB: A toolbox for the analysis of point sets using multi-dimensional
scaling, hartigan dip test and a-stable distributions". Biomedical Physics and Engineering Express 4 6 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85056374675&partnerID=MN8TOARS.
10.1088/2057-1976/aac19c
- Goldhacker, M.; Tomé, A.M.; Greenlee, M.W.; Lang, E.W.. "Frequency-resolved dynamic functional connectivity reveals scale-stable
features of connectivity-states". Frontiers in Human Neuroscience 12 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85055114002&partnerID=MN8TOARS.
10.3389/fnhum.2018.00253
- Götz, Th.I.; Ermer, M.; Salas-González, D.; Kellermeier, M.; Strnad, V.; Bert, Ch.; Hensel, B.; Tomé, A.M.; Lang, E.W.. "On
the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy". Physics in Medicine
and Biology 62 20 (2017): 7959-7980. http://www.scopus.com/inward/record.url?eid=2-s2.0-85029896044&partnerID=MN8TOARS.
10.1088/1361-6560/aa8944
- Götz, Th.I.; Lahmer, G.; Strnad, V.; Bert, Ch.; Hensel, B.; Tomé, A.M.; Lang, E.W.. "A tool to automatically analyze electromagnetic
tracking data from high dose rate brachytherapy of breast cancer patients". PLoS ONE 12 9 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85029716962&partnerID=MN8TOARS.
10.1371/journal.pone.0183608
- Goldhacker, M.; Keck, P.; Igel, A.; Lang, E.W.; Tomé, A.M.. "A multi-variate blind source separation algorithm". Computer
Methods and Programs in Biomedicine 151 (2017): 91-99. http://www.scopus.com/inward/record.url?eid=2-s2.0-85028328076&partnerID=MN8TOARS.
10.1016/j.cmpb.2017.08.019
- Götz, Th.I.; Lahmer, G.; Brandt, T.; Kallis, K.; Strnad, V.; Bert, C.; Hensel, B.; Tomé, A.M.; Lang, E.W.. "On the use of
particle filters for electromagnetic tracking in high dose rate brachytherapy". Physics in Medicine and Biology 62
19 (2017): 7617-7640. http://www.scopus.com/inward/record.url?eid=2-s2.0-85029724960&partnerID=MN8TOARS.
10.1088/1361-6560/aa8591
- Götz, T.; Stadler, L.; Fraunhofer, G.; Tomé, A.M.; Hausner, H.; Lang, E.W.. "A combined cICA-EEMD analysis of EEG recordings
from depressed or schizophrenic patients during olfactory stimulation". Journal of Neural Engineering 14 1 (2017):
http://www.scopus.com/inward/record.url?eid=2-s2.0-85010471609&partnerID=MN8TOARS.
10.1088/1741-2552/14/1/016011
- Al-Baddai, S.; Al-Subari, K.; Tomé, A.M.; Solé-Casals, J.; Lang, E.W.. "A green's function-based Bi-dimensional empirical
mode decomposition". Information Sciences 348 (2016): 305-321. http://www.scopus.com/inward/record.url?eid=2-s2.0-84959519803&partnerID=MN8TOARS.
10.1016/j.ins.2016.01.089
- Oliveira, M.; Seabra Lopes, L.; Lim, G.H.; Kasaei, S.H.; Tomé, A.M.; Chauhan, A.. "3D object perception and perceptual learning
in the RACE project". Robotics and Autonomous Systems 75 (2016): 614-626. http://www.scopus.com/inward/record.url?eid=2-s2.0-84949908319&partnerID=MN8TOARS.
10.1016/j.robot.2015.09.019
- Malafaia, D.; Vieira, J.; Tomé, A.. "Adaptive threshold spectrum sensing based on Expectation Maximization algorithm". Physical
Communication 21 (2016): 60-69. http://www.scopus.com/inward/record.url?eid=2-s2.0-84995743831&partnerID=MN8TOARS.
10.1016/j.phycom.2016.10.004
- Al-Subari, K.; Al-Baddai, S.; Tomé, A.M.; Volberg, G.; Ludwig, B.; Lang, E.W.. "Combined EMD-sLORETA analysis of EEG data
Collected during a Contour integration task". PLoS ONE 11 12 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85004154185&partnerID=MN8TOARS.
10.1371/journal.pone.0167957
- Kasaei, S.H.; Tomé, A.M.; Seabra Lopes, L.; Oliveira, M.. "GOOD: A global orthographic object descriptor for 3D object recognition
and manipulation". Pattern Recognition Letters 83 (2016): 312-320. http://www.scopus.com/inward/record.url?eid=2-s2.0-84994232513&partnerID=MN8TOARS.
10.1016/j.patrec.2016.07.006
- Santos, I.M.; Teixeira, A.R.; Tomé, A.M.; Pereira, A.T.; Rodrigues, P.; Vagos, P.; Costa, J.; et al. "ERP correlates of error
processing during performance on the Halstead Category Test". International Journal of Psychophysiology 106 (2016):
97-105. http://www.scopus.com/inward/record.url?eid=2-s2.0-84976524087&partnerID=MN8TOARS.
10.1016/j.ijpsycho.2016.06.010
- Vigneron, V.; Kodewitz, A.; Tome, A.M.; Lelandais, S.; Lang, E.. "Alzheimer’s disease brain areas: The machine learning support
for blind localization". Current Alzheimer Research 13 5 (2016): 498-508. http://www.scopus.com/inward/record.url?eid=2-s2.0-84964091184&partnerID=MN8TOARS.
- Al-Baddai, S.; Neubauer, A.; Tomé, A.M.; Vigneron, V.; Salas-Gonzalez, D.; Górriz, J.M.; Puntonet, C.G.; Lang, E.W.. "Functional
biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study". Current Alzheimer
Research 13 6 (2016): 695-707. http://www.scopus.com/inward/record.url?eid=2-s2.0-84966455279&partnerID=MN8TOARS.
- Malafaia, D.; Oliveira, B.; Ferreira, P.; Varum, T.; Vieira, J.; Tomé, A.. "Cognitive bio-radar: The natural evolution of
bio-signals measurement". Journal of Medical Systems 40 10 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-84984911350&partnerID=MN8TOARS.
10.1007/s10916-016-0572-8
- Al-Baddai, S.; Al-Subari, K.; Tomé, A.M.; Ludwig, B.; Salas-Gonzales, D.; Lang, E.W.. "Analysis of fMRI images with bi-dimensional
empirical mode decomposition based-on Green's functions". Biomedical Signal Processing and Control 30 (2016): 53-63.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84978174432&partnerID=MN8TOARS.
10.1016/j.bspc.2016.06.019
- Kasaei, S.H.; Oliveira, M.; Lim, G.H.; Seabra Lopes, L.; Tomé, A.M.. "Interactive Open-Ended Learning for 3D Object Recognition:
An Approach and Experiments". Journal of Intelligent and Robotic Systems: Theory and Applications 80 3-4 (2015): 537-553.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84945464134&partnerID=MN8TOARS.
10.1007/s10846-015-0189-z
- Al-Subari, K.; Al-Baddai, S.; Tomé, A.M.; Goldhacker, M.; Faltermeier, R.; Lang, E.W.. "EMDLAB: A toolbox for analysis of
single-trial EEG dynamics using empirical mode decomposition". Journal of Neuroscience Methods 253 (2015): 193-205.
http://www.scopus.com/inward/record.url?eid=2-s2.0-84937118241&partnerID=MN8TOARS.
10.1016/j.jneumeth.2015.06.020
- Al-Subari, K.; Al-Baddai, S.; Tomé, A.M.; Volberg, G.; Hammwöhner, R.; Lang, E.W.. "Ensemble empirical mode decomposition
analysis of EEG data collected during a contour integration task". PLoS ONE 10 4 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84929353619&partnerID=MN8TOARS.
10.1371/journal.pone.0119489
- Al-Baddai, S.; Al-Subari, K.; Tomé, A.M.; Volberg, G.; Hanslmayr, S.; Hammwöhner, R.; Lang, E.W.. "Bidimensional ensemble
empirical mode decomposition of functional biomedical images taken during a contour integration task". Biomedical Signal
Processing and Control 13 1 (2014): 218-236. http://www.scopus.com/inward/record.url?eid=2-s2.0-84902172144&partnerID=MN8TOARS.
10.1016/j.bspc.2014.04.011
- Schachtner, R.; Poeppel, G.; Tomé, A.M.; Lang, E.W.. "A Bayesian approach to the Lee-Seung update rules for NMF". Pattern
Recognition Letters 45 (2014): 251-256. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901397987&partnerID=MN8TOARS.
10.1016/j.patrec.2014.04.013
- Schachtner, R.; Por¨ppel, G.; Tomé, A.M.; Puntonet, C.G.; Lang, E.W.. "A new Bayesian approach to nonnegative matrix factorization:
Uniqueness and model order selection". Neurocomputing 138 (2014): 142-156. http://www.scopus.com/inward/record.url?eid=2-s2.0-84899975861&partnerID=MN8TOARS.
10.1016/j.neucom.2014.02.021
- Schön, T.; Stetter, M.; Tomé, A.M.; Puntonet, C.G.; Lang, E.W.. "Physarum Learner: A bio-inspired way of learning structure
from data". Expert Systems with Applications 41 11 (2014): 5353-5370. http://www.scopus.com/inward/record.url?eid=2-s2.0-84898456127&partnerID=MN8TOARS.
10.1016/j.eswa.2014.03.002
- Hidalgo-Muñoz, A.R.; López, M.M.; Galvao-Carmona, A.; Pereira, A.T.; Santos, I.M.; Vázquez-Marrufo, M.; Tomé, A.M.. "EEG study
on affective valence elicited by novel and familiar pictures using ERD/ERS and SVM-RFE". Medical and Biological Engineering
and Computing 52 2 (2014): 149-158. http://www.scopus.com/inward/record.url?eid=2-s2.0-84896701469&partnerID=MN8TOARS.
10.1007/s11517-013-1126-6
- Tomé, A.M.; Schachtner, R.; Vigneron, V.; Puntonet, C.G.; Lang, E.W.. "A logistic non-negative matrix factorization approach
to binary data sets". Multidimensional Systems and Signal Processing 26 1 (2013): 125-143. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921296370&partnerID=MN8TOARS.
10.1007/s11045-013-0240-9
- Hidalgo-Muñoz, A.R.; López, M.M.; Pereira, A.T.; Santos, I.M.; Tomé, A.M.. "Spectral turbulence measuring as feature extraction
method from EEG on affective computing". Biomedical Signal Processing and Control 8 6 (2013): 945-950. http://www.scopus.com/inward/record.url?eid=2-s2.0-84885651684&partnerID=MN8TOARS.
10.1016/j.bspc.2013.09.006
- Zeiler, A.; Faltermeier, R.; Tomé, A.M.; Puntonet, C.; Brawanski, A.; Lang, E.W.. "Weighted sliding empirical mode decomposition
for online analysis of biomedical time series". Neural Processing Letters 37 1 (2013): 21-32. http://www.scopus.com/inward/record.url?eid=2-s2.0-84873408833&partnerID=MN8TOARS.
10.1007/s11063-012-9270-9
- Hidalgo-Muñoz, A.R.; Pereira, A.T.; López, M.M.; Galvao-Carmona, A.; Tomé, A.M.; Vázquez-Marrufo, M.; Santos, I.M.. "Individual
EEG differences in affective valence processing in women with low and high neuroticism". Clinical Neurophysiology 124
9 (2013): 1798-1806. http://www.scopus.com/inward/record.url?eid=2-s2.0-84881095782&partnerID=MN8TOARS.
10.1016/j.clinph.2013.03.026
- Hidalgo-Muñoz, A.R.; López, M.M.; Santos, I.M.; Pereira, A.T.; Vázquez-Marrufo, M.; Galvao-Carmona, A.; Tomé, A.M.. "Application
of SVM-RFE on EEG signals for detecting the most relevant scalp regions linked to affective valence processing". Expert
Systems with Applications 40 6 (2013): 2102-2108. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872833087&partnerID=MN8TOARS.
10.1016/j.eswa.2012.10.013
- Lang, E.W.; Tomé, A.M.; Keck, I.R.; Górriz-Sáez, J.M.; Puntonet, C.G.. "Brain connectivity analysis: A short survey". Computational
Intelligence and Neuroscience 2012 (2012): http://www.scopus.com/inward/record.url?eid=2-s2.0-84869061502&partnerID=MN8TOARS.
10.1155/2012/412512
- De Sanctis, S.; Malloni, W.M.; Kremer, W.; Tomé, A.M.; Lang, E.W.; Neidig, K.-P.; Kalbitzer, H.R.. "Singular spectrum analysis
for an automated solvent artifact removal and baseline correction of 1D NMR spectra". Journal of Magnetic Resonance
210 2 (2011): 177-183. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955901962&partnerID=MN8TOARS.
10.1016/j.jmr.2011.03.001
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.. "Unsupervised feature extraction via kernel subspace techniques". Neurocomputing
74 5 (2011): 820-830. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650724578&partnerID=MN8TOARS.
10.1016/j.neucom.2010.11.011
- Tome, Ana. "SSA of biomedical signals: A linear invariant systems approach". Statistics and Its Interface (2010): http://www.intlpress.com/site/pub/pages/journals/items/sii/content/vols/0003/0003/a008/.
http://dx.doi.org/10.4310/SII.2010.v3.n3.a8
- Tomé, A.M.; Teixeira, A.R.; Figueiredo, N.; Georgieva, P.; Santos, I.M.; Lang, E.. "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): 3986-3989. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903875543&partnerID=MN8TOARS.
- Keck, I.R.; Fischer, V.; Tomé, A.M.; Lang, E.W.. "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): 1914-1917. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903865012&partnerID=MN8TOARS.
- Kodewitz, A.; Keck, I.R.; Tomé, A.M.; Lang, E.W.. "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): 6118-6121. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903868466&partnerID=MN8TOARS.
- Malloni, W.M.; De Sanctis, S.; Tomé, A.M.; Lang, E.W.; Munte, C.E.; Neidig, K.P.; Kalbitzer, H.R.. "Automated solvent artifact
removal and base plane correction of multidimensional NMR protein spectra by AUREMOL-SSA". Journal of Biomolecular NMR
47 2 (2010): 101-111. http://www.scopus.com/inward/record.url?eid=2-s2.0-77954690616&partnerID=MN8TOARS.
10.1007/s10858-010-9414-z
- Teixeira, A.R.; Tomé, A.M.; Böhm, M.; Puntonet, C.G.; Lang, E.W.. "How to apply nonlinear subspace techniques to univariate
biomedical time series". IEEE Transactions on Instrumentation and Measurement 58 8 (2009): 2433-2443. http://www.scopus.com/inward/record.url?eid=2-s2.0-67949115716&partnerID=MN8TOARS.
10.1109/TIM.2009.2016385
- Kohler, C.; Keck, I.; Gruber, P.; Lie, C.H.; Specht, K.; Tome, A.M.; Lang, E.W.. "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): 4652-4655. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903862378&partnerID=MN8TOARS.
- Fink, F.; Worle, K.; Gruber, P.; Tome, A.M.; Gorriz-Saez, J.M.; Puntonet, C.G.; Lang, E.W.. "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): 4664-4667. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903872760&partnerID=MN8TOARS.
- Herold, D.; Lutter, D.; Schachtner, R.; Tome, A.M.; Schmitz, G.; Lang, E.W.. "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): 5212-5215. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903863968&partnerID=MN8TOARS.
- Teixeira, A.R.; Tome, A.M.; Lang, E.W.; Martins da Silva, A.. "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): 4395-4398. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903874982&partnerID=MN8TOARS.
- Schachtner, R.; Lutter, D.; Knollmüller, P.; Tomé, A.M.; Theis, F.J.; Schmitz, G.; Stetter, M.; Vilda, P.G.; Lang, E.W.. "Knowledge-based
gene expression classification via matrix factorization". Bioinformatics 24 15 (2008): 1688-1697. http://www.scopus.com/inward/record.url?eid=2-s2.0-48249153778&partnerID=MN8TOARS.
10.1093/bioinformatics/btn245
- Stadlthanner, K.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Puntonet, C.G.; Górriz, J.M.. "Hybridizing sparse component analysis
with genetic algorithms for microarray analysis". Neurocomputing 71 10-12 (2008): 2356-2376. http://www.scopus.com/inward/record.url?eid=2-s2.0-44649149032&partnerID=MN8TOARS.
10.1016/j.neucom.2007.09.017
- Teixeira, A.R.; Tomé, A.M.; Stadlthanner, K.; Lang, E.W.. "KPCA denoising and the pre-image problem revisited". Digital
Signal Processing: A Review Journal 18 4 (2008): 568-580. http://www.scopus.com/inward/record.url?eid=2-s2.0-44449135904&partnerID=MN8TOARS.
10.1016/j.dsp.2007.08.001
- Tomé, A.M.; Teixeira, A.R.; Lang, E.W.; Martins da Silva, A.. "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 (2007): 5441-5444. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903865539&partnerID=MN8TOARS.
- Schachtner, R.; Lutter, D.; Theis, F.J.; Lang, E.W.; Schmitz, G.; Tomé, A.M.; Vilda, P.G.; Stadlthanner, K.. "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): 4215-4218. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903867158&partnerID=MN8TOARS.
- Stadlthanner, K.; Tomé, A.M.; Theis, F.J.; Lang, E.W.; Gronwald, W.; Kalbitzer, H.R.. "Separation of water artifacts in 2D
NOESY protein spectra using congruent matrix pencils". Neurocomputing 69 4-6 (2006): 497-522. http://www.scopus.com/inward/record.url?eid=2-s2.0-29444445090&partnerID=MN8TOARS.
10.1016/j.neucom.2005.02.008
- Teixeira, A.R.; Tomé, A.M.; Lang, E.W.; Gruber, P.; Martins da Silva, A.. "Automatic removal of high-amplitude artefacts from
single-channel electroencephalograms". Computer Methods and Programs in Biomedicine 83 2 (2006): 125-138. http://www.scopus.com/inward/record.url?eid=2-s2.0-33746877580&partnerID=MN8TOARS.
10.1016/j.cmpb.2006.06.003
- Gruber, P.; Stadlthanner, K.; Böhm, M.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Teixeira, A.R.; Puntonet, C.G.; Gorriz Saéz,
J.M.. "Denoising using local projective subspace methods". Neurocomputing 69 13-15 (2006): 1485-1501. http://www.scopus.com/inward/record.url?eid=2-s2.0-33745200994&partnerID=MN8TOARS.
10.1016/j.neucom.2005.12.025
- Böhm, M.; Stadlthanner, K.; Gruber, P.; Theis, F.J.; Lang, E.W.; Tomé, A.M.; Teixeira, A.R.; Gronwald, W.; Kalbitzer, H.R..
"On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation".
IEEE Transactions on Biomedical Engineering 53 5 (2006): 810-820. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646354420&partnerID=MN8TOARS.
10.1109/TBME.2005.863968
- Tomé, A.M.. "The generalized eigendecomposition approach to the blind source separation problem". Digital Signal Processing:
A Review Journal 16 3 (2006): 288-302. http://www.scopus.com/inward/record.url?eid=2-s2.0-33646158189&partnerID=MN8TOARS.
10.1016/j.dsp.2005.06.002
- Tomé, A.M.; Teixeira, A.R.; Lang, E.W.; Stadlthanner, K.; Rocha, A.P.; Almeida, R.. "DAMUSE - A new tool for denoising and
blind source separation". Digital Signal Processing: A Review Journal 15 4 (2005): 400-421. http://www.scopus.com/inward/record.url?eid=2-s2.0-19944416634&partnerID=MN8TOARS.
10.1016/j.dsp.2005.01.004
- Rodrigues, J.M.; Tomé, A.M.. "On the use of backward adaptation in a perceptual audio coder". IEEE Transactions on Speech
and Audio Processing 8 4 (2000): 488-490. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034229796&partnerID=MN8TOARS.
10.1109/89.848231
- Principe, J.C.; Chang, T.-G.; Gala, S.; Tome, A.. "Information processing models for sleep staging". Expert Systems With
Applications 6 4 (1993): 399-409. http://www.scopus.com/inward/record.url?eid=2-s2.0-0027677414&partnerID=MN8TOARS.
10.1016/0957-4174(93)90032-2
- Guedes de Oliveira, Pedro; Principe, Jose C.; Cruz, Antonio Nunes; Tome, Ana Maria. "HIDRA: A HIERARCHICAL INSTRUMENT FOR
DISTRIBUTED REAL-TIME ANALYSIS OF BIOLOGICAL SIGNALS.". IEEE Transactions on Biomedical Engineering BME-34 12 (1988):
921-927. http://www.scopus.com/inward/record.url?eid=2-s2.0-0023670390&partnerID=MN8TOARS.
- de Olivera, P.G.; Principe, J.C.; Cruz, A.N.; Tome, A.M.. "HIDRA: a hierarchical instrument for distributed real-time analysis
of biological signals.". IEEE Transactions on Biomedical Engineering 34 12 (1987): 921-927. http://www.scopus.com/inward/record.url?eid=2-s2.0-0023506951&partnerID=MN8TOARS.
|
