Entries of Gruber, Peter on the publication server

Gruber, Peter, Gutch, Harold W. and Theis, Fabian J. (2009) Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. In: Adali, T., (ed.) Independent component analysis and signal separation, ICA 2009, Paraty, Brazil, March 15 - 18, 2009; proceedings. Lecture notes in computer science, 5441. Springer, Berlin, pp. 259-266. ISBN 978-3-642-00598-5 (print), 978-3-642-00599-2 (e-book). Fulltext not available.

Gruber, Peter, Meyer-Bäse, Anke, Foo, Simon and Theis, Fabian J. (2009) ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data. Engineering Applications of Artificial Intelligence 22 (4-5), p. 1111. Fulltext not available.

Theis, Fabian J., Gruber, Peter, Keck, Ingo R. and Lang, Elmar (2008) A robust model for spatiotemporal dependencies. Neurocomputing 71 (10-12), pp. 2209-2216. Fulltext not available.

Kohler, Christian, Keck, Ingo R., Gruber, Peter, Lie, Chuh-Hyoun, Specht, Karsten, 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. Fulltext not available.

Gruber, Peter, Kohler, Christian and Theis, Fabian J. (2007) A toolbox for model-free analysis of fmri data. In: Davies, Mike E. and James, Christopher J., (eds.) Independent Component Analysis and Signal Separation. 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Proceedings. Lecture notes in computer science, 4666. Springer, Berlin, pp. 209-217. ISBN 978-3-540-74493-1 (Printausgabe), 978-3-540-74494-8 (e-book). Fulltext not available.

Gruber, Peter, Stadlthanner, Kurt, Böhm, M., Theis, Fabian J., Tomé, A. M., Teixeira, A. R., Puntonet, Carlos G., Gorriz, J. M. and Lang, Elmar (2007) Denoising using local projective subspace methods. Neurocomputing 69 (13-15), pp. 1485-1501. Fulltext not available.

Meilinger, Manuel, Gruber, Peter, Schmidgunst, Christian, Schütz, Oliver and Lang, Elmar (2007) Maschinelle Lernverfahren zur adaptiven, anisotropen Rauschreduzierung in 3d - Datensätzen von Röntgentomographen. In: Fix, M. K. and Manser, P. and Mini, Roberto, (eds.) Dreiländertagung Medizin Physik. Fulltext not available.

Böhm, Matthias, Stadlthanner, Kurt, Gruber, Peter, Theis, Fabian, Lang, Elmar W., Tomé, A., Teixeira, A., Gronwald, Wolfram and Kalbitzer, Hans-Robert (2006) On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation. IEEE Transactions on Biomedical Engineering 53 (5), pp. 810-820. Fulltext not available.

Meyer-Bäse, Anke, Gruber, Peter, Foo, Simon and Theis, Fabian J. (2006) Blind source separation based on self-organizing neural network. Engineering Applications of Artificial Intelligence 19 (4-5), pp. 305-311. Fulltext not available.

Texeira, A. R., Tomé, A. M., Lang, Elmar, 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. Fulltext not available.

Gruber, Peter and Theis, Fabian J. (2006) Grassmann clustering. In: (Proceedings of ) EUSIPCO 2006: 14th European Signal Processing Conference; September 4 - 8, Florence, Italy. CD-ROM. Piscataway, NJ. Fulltext not available.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Churan, J. and Puntonet, Carlos G. (2006) Model-free Region Of Interest Based Analysis of fMRI Data. In: IEEE Mediterranean Electrotechnical Conference, 2006, MELECON 2006: 16 - 19 May 2006, Torremolinos, Malaga, Spain. IEEE Operations Center, Piscataway, NJ, pp. 478-481. ISBN 1-424-40087-2. Fulltext not available.

Keck, I. R., Churan, J., Theis, Fabian J., Gruber, Peter, Lang, Elmar and Puntonet, Carlos G. (2006) Region of interest based independent component analysis. In: King, Irwin, (ed.) Neural Information Processing: ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I. Lecture Notes in Computer Science, 4232. Springer, Berlin, pp. 1048-1057. ISBN 978-3-540-46479-2 (e-book), 978-3-540-46480-8 (print). Fulltext not available.

Böhm, Matthias, Stadlthanner, Kurt, Lang, Elmar W., Tomé, A. M., Gruber, Peter, Teixeira, A. R., 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. Fulltext not available.

Theis, Fabian J., Gruber, Peter, Keck, I. R., 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. Fulltext not available.

Böhm, Matthias, Stadlthanner, Kurt, Lang, Elmar W., Theis, Fabian J., Gruber, Peter, Tomé, A. M., 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. Fulltext not available.

Meyer-Bäse, A., Gruber, Peter, Theis, Fabian J., Wismüller, A. and Ritter, H. (2005) Application of unsupervised clustering methods to biomedical image analysis. In: Proc. of Workshop on Self-Organizing Maps (WSOM); Paris, France, 2005. , pp. 621-628. Fulltext not available.

Böhm, Matthias, Stadlthanner, Kurt, Tomé, A. M., Gruber, Peter, Teixeira, A. R., Theis, Fabian J., 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. Fulltext not available.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Specht, K., Fink, G., 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. Fulltext not available.

Theis, Fabian J., Gruber, Peter, Keck, I. R. and Lang, Elmar (2005) Functional MRI analysis by a novel spatiotemporal ICA algorithm. In: Duch, Włodzisław, (ed.) Artificial neural networks: Biological inspirations - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3696. Springer, Berlin, pp. 677-682. ISBN 978-3-540-28752-0. Fulltext not available.

Böhm, Matthias, Stadlthanner, Kurt, Tomé, A. M., Gruber, Peter, Teixeira, A. R., Theis, Fabian J., 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. Fulltext not available.

Teixeira, A. R., Tomé, A. M., Lang, Elmar, 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. Fulltext not available.

Theis, Fabian J., Gruber, Peter, Keck, I. R., Meyer-Bäse, A. and Lang, Elmar (2005) Spatiotemporal blind source separation using double-sided approximate joint diagonalization. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. Fulltext not available.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Specht, K. and Puntonet, Carlos G. (2004) 3D spatial analysis of fMRI data on a word perception task. 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, Berlin, pp. 977-984. ISBN 3-540-23056-4, 978-3-540-23056-4. Fulltext not available.

Gruber, Peter, Theis, Fabian J., 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. Fulltext not available.

Theis, Fabian J., Gruber, Peter, Puntonet, Carlos G. and Lang, Elmar (2004) Connecting geometric independent component analysis to unsupervised learning algorithms. 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. Fulltext not available.

Theis, Fabian J. and Gruber, Peter (2004) Separability of analytic postnonlinear blind source separation with bounded sources. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, pp. 217-222. ISBN 2-930307-04-8. Fulltext not available.