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Number of items: 23.

Article

Lang, Elmar W. and Tomé, A. M. and Keck, Ingo R. and Górriz-Sáez , J. M. and Puntonet, C. G. (2012) Brain Connectivity Analysis - A short survey. Computational Intelligence and Neuroscience (CIN).

Teixera, A. R. and Tomé, A. M. and Böhm, M. and Puntonet, Carlos G. and Lang, Elmar (2008) How to apply non-linear subspace techniques to univariate biomedical time series. IEEE transactions on instrumentation and measurement: IM, pp. 1688-1697.

Stadlthanner, Kurt and Theis, Fabian J. and Tomé, A. M. and Puntonet, Carlos G. and Górriz, J. M. and Lang, Elmar (2008) Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing 71 (10-12), pp. 2356-2376.

Texeira, A. R. and Tomé, A. M. and Stadlthanner, K. and Lang, Elmar (2008) KPCA denoising and the pre-image problem revisited. Digital Signal Processing 18 (4), pp. 568-580.

Schachtner, R. and Lutter, D. and Knollmüller, P. and Tomé, A. M. and Theis, Fabian J. and Schmitz, G. and Stetter, M. and Gómez Vilda, P. and Lang, Elmar (2008) Knowledge-based gene expression classification via matrix factorization. Bioinformatics 24 (15), pp. 1688-1697.

Kohler, Christian and Keck, Ingo R. and Gruber, Peter and Lie, Chuh-Hyoun and Specht, Karsten and Tomé, A. M. and Lang, Elmar (2008) Spatiotemporal group ICA applied to fMRI datasets. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2008, pp. 4652-4655.

Gruber, Peter and Stadlthanner, Kurt and Böhm, M. and Theis, Fabian J. and Tomé, A. M. and Teixeira, A. R. and Puntonet, Carlos G. and Gorriz , J. M. and Lang, Elmar (2007) Denoising using local projective subspace methods. Neurocomputing 69 (13-15), pp. 1485-1501.

Tomé, A. M. and Teixeira, A. R and Lang, Elmar and Martins da Silva, A. (2007) Greedy kernel PCA applied to single-channel EEG recordings. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pp. 5441-5444.

Stadlthanner, Kurt and Tomé, A. M. and Theis, Fabian and Lang, Elmar and Gronwald, Wolfram and Kalbitzer, Hans-Robert (2006) Separation of water artefacts in 2D NOESY protein spectra using congruent matrix pencils. Neurocomputing 69 (4-6), pp. 497-522.

Book Section

Lutter, D. and Stadlthanner, K. and Theis, Fabian J. and Lang, Elmar and Tomé, A. M. and Becker, B. and Vogt, T. (2006) Analyzing gene expression profiles with ICA. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim. ISBN 0-88986-576-0.

Texeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, Peter and Martins da Silva, A. (2006) Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim, pp. 270-275. ISBN 0-88986-576-0.

Böhm, Matthias and Stadlthanner, Kurt and Lang, Elmar W. and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. (2005) A hybridization of simulated annealing and local PCA for automatic component assignment within ICA. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin, pp. 1075-1082. ISBN 3-540-26208-3.

Theis, Fabian J. and Gruber, Peter and Keck, I. R. and Tomé, A. M. and Lang, Elmar (2005) A spatiotemporal second-order algorithm for fMRI data analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon, pp. 194-201. ISBN 0863415202, 9780863415203.

Böhm, Matthias and Stadlthanner, Kurt and Lang, Elmar W. and Theis, Fabian J. and Gruber, Peter and Tomé, A. M. and Teixeira, A. R. and Puntonet, C. G. (2005) An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005: July 31 - August 4, 2005, Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, pp. 2463-2468. ISBN 0-7803-9048-2, 0-7803-9049-0.

Böhm, Matthias and Stadlthanner, Kurt and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. and Lang, Elmar (2005) AutoAssign - an automated assignment tool for independent components. In: Marques, Jorge S., (ed.) Pattern recognition and image analysis: second Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7 - 9, 2005; proceedings. Part 2. Lecture notes in computer science, 3523. Springer, Berlin, pp. 75-82. ISBN 3-540-26154-0.

Keck, I. R. and Theis, Fabian J. and Gruber, Peter and Lang, Elmar and Specht, K. and Fink, G. and Tomé, A. M. and Puntonet, Carlos G. (2005) Automated clustering of ICA results for fMRI data analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon. ISBN 0863415202, 9780863415203.

Texeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, P. and Martins da Silva, A. (2005) On the use of clustering and local singular spectrum analysis to remove ocular artefacts from electroencephalograms. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 : July 31 - August 4, 2005,Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, pp. 2514-2519. ISBN 0-7803-9048-2, 0-7803-9049-0.

Teixeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, Peter and Martins da Silva, A. (2005) Removal of ocular artefacts from electroencephalograms using singular spectrum analysis. In: Fonseca, José, (ed.) Proc. 2nd Int. Conf. Comput. Intelligence Medicine Healthcare (CIMED), 29th June - 1st July 2005, Lisbon, Portugal. CD-rom. IEE Healthcare Technologies, Lisbon, pp. 24-29. ISBN 0863415202, 9780863415203.

Gruber, Peter and Theis, Fabian J. and Tomé, A. M. and Lang, Elmar (2004) Automatic Denoising using Local Independent Component Analysis. In: Fourth International ICSC Symposium on Engineering of Intelligent Systems, EIS 2004: University of Madeira, Funchal, Portugal, February 29 - March 2, 2004; proceedings. ICSC Interdisciplinary Research Canada, Millet, Alberta. ISBN 3-906454-35-5.

Teixeira, A. and Tomé, A. M. and Lang, Elmar and Stadlthanner, K. (2004) Delayed AMUSE - A tool for blind source separation and denoising. In: Puntonet, Carlos G., (ed.) Independent component analysis and blind signal separation: fifth international conference, ICA 2004, Granada, Spain, September 22 - 24, 2004; proceedings. Lecture notes in computer science, 3195. Springer, pp. 287-294. ISBN 3-540-23056-4, 978-3-540-23056-4.

Tomé, A. M. and Lang, Elmar (2003) Approximate Diagonalization Approach to Blind Source Separation with a Subset of Matrices. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 105-109. ISBN 0-7803-7946-2 .

Stadlthanner, K. and Tomé, A. M. and Theis, Fabian J. and Gronwald, W. and Kalbitzer, Hans Robert and Lang, Elmar (2003) Removing Water Artefacts from 2D Protein NMR Spectra using GEVD with Congruent Matrix Pencils. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 85-88. ISBN 0-7803-7946-2 .

Conference or Workshop Item

Böhm, Matthias and Stadlthanner, Kurt and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. and Lang, Elmar (2005) On the use of simulated annealing to automatically assign independent components. In: Iberian Conf. Pattern Recognition Image Analysis (IbPRIA), 2005, Estoril, Portugal.

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