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Number of items: 57.

Article

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.

Górriz, J. M. and Lang, Elmar and Ramírez, J. and Puntonet, Carlos G. (2008) Jointly gaussian pdf based likelihood ratio test for voice activity detection. IEEE transactions on audio, speech and language processing: T-ASL 16 (8), pp. 1565-1578.

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.

Górriz, J. M. and Ramirez, J. and Lang, Elmar and Puntonet, Carlos G. (2006) Hard C-means clustering for voice activity detection. Speech Communication 48 (12), pp. 1638-1649.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2006) Median-based clustering for underdetermined blind signal processing. IEEE signal processing letters 13 (2), pp. 96-99.

Górriz , J. M. and Puntonet, Carlos G. and Rojas, F. and Martin, R. and Hornillo, S. and Lang, Elmar (2006) Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69 (13-15), pp. 1442-1457.

Theis, Fabian J. and Lang, Elmar and Puntonet, Carlos G. (2004) A Geometric Algorithm for Overcomplete Linear ICA. Neurocomputing 56, pp. 381-398.

Gorriz , J. M. and Puntonet, Carlos G. and Lang, Elmar (2004) Hybrid ICA - ANN model applied to volatile time series forecasting. Proc. Int. Conf. on Artificial Intelligence and Applications (AIA) 411, p. 815.

Gorriz , J. M. and Puntonet, Carlos G. and Salmeron, M. (2004) Time Series Prediction using ICA Algorithms vs. Parallel Neural Networks. Proc. Artificial Intelligence and Applications (AIA) 411, p. 817.

Theis, Fabian J. and Jung, Andreas and Puntonet, Carlos G. and Lang, Elmar W. (2003) Linear Geometric ICA: Fundamentals and Algorithms. Neural Computation 15, pp. 419-439.

Gorriz , J. M. and Puntonet, Carlos G. and Salmeron, M. and Lang, Elmar (2003) Time Series Prediction Using ICA Algorithms. Computing 2, pp. 69-75.

Puntonet, Carlos G. and Mansour, A. and Bauer, Ch. and Lang, Elmar (2002) Separation of sources using simulated annealing and competitive learning. Neurocomputing 49, pp. 39-60.

Theis, Fabian J. and Jung, Andreas and Lang, Elmar W. and Puntonet, Carlos G. (2001) A Theoretic Model for Linear Geometric ICA. ICA 2001 Proceedings.

Book Section

Nassabay, S. and Keck, I. R. and Puntonet, Carlos G. and Clemente, R. M. and Lang, Elmar (2007) Automatic detection of filters in images with gaussian noise using independent component analysis. In: Sandoval, F., (ed.) Computational and Ambient Intelligence. 9th International Work Conference on Artificial Neural Networks, IWANN 2007, San Sebastian, Spain, June 20 - 22, 2007 ; proceedings. Lecture notes in computer science, 4507. Springer, Berlin, pp. 692-699. ISBN 978-3-540-73006-4 (Printausgabe), 978-3-540-73007-1(e-book).

Nassabay, S. and Keck, I. R. and Puntonet, Carlos G. and Clemente, R. M. and Gorriz , J. M. and Inestrosa, J. P. (2007) Noisy image processing using the independent component analysis algorithm amuse. In: Proc. Third International Workshop on Artificial Neural Networks and Intelligent Information Processing (ANNIP-ICINCO). UNSPECIFIED, pp. 83-90.

Nassabay, S. and Keck, I. R. and Prieto, B. and Puntonet, Carlos G. and Clemente, R. M. (2007) Salt and pepper noise treatment using independent components analysis. In: IEEE International Symposium on Industrial Electronics (ISIE 2007). UNSPECIFIED, pp. 83-90.

Górriz, J. M. and Ramírez, J. and Turias, I. and Puntonet, Carlos G. and González, J. and Lang, Elmar (2006) C-Means Clustering Applied to Speech Discrimination. In: Alexandrov, Vassil N., (ed.) Computational science - ICCS 2006: 6th international conference, Reading, UK, May 28 - 31, 2006; Prodeedings, Part I. Lecture Notes in Computer Science, 3991. Springer, Berlin, pp. 649-656. ISBN 978-3-540-34380-6 ; 978-3-540-34379-0.

Górriz, J. M. and Ramírez, J. and Puntonet, Carlos G. and Lang, Elmar and Stadlthanner, K. (2006) Independent Component Analysis Applied to Voice Activity Detection. In: Alexandrov, Vassil N., (ed.) Computational science - ICCS 2006: 6th international conference, Reading, UK, May 28 - 31, 2006; Prodeedings, Part I. Lecture Notes in Computer Science, 3991. Springer, Berlin, pp. 234-241. ISBN 978-3-540-34380-6 ; 978-3-540-34379-0.

Keck, I. R. and Theis, Fabian J. and Gruber, Peter and Lang, Elmar and 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.

Gorriz , J. M. and Ramirez, J. and Segura, J. C. and Puntonet, Carlos G. and Gonzalez , C. G. and Lang, Elmar (2006) Noise Subspace Fuzzy C-Means Clustering for Robust Speech Recognition. In: Gavrilova, Marina, (ed.) Computational Science and Its Applications - ICCSA 2006, international conference, Glasgow, May 8 - 11, 2006; proceedings,. Part V. Lecture notes in computer science, 3984. Springer, Berlin, pp. 772-779. ISBN 978-3-540-34080-5 (e-book), 978-3-540-34079-9 (print).

Keck, I. R. and Churan, J. and Theis, Fabian J. and Gruber, Peter and 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).

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.

Stadlthanner, K. and Theis, Fabian J. and Lang, Elmar and Puntonet, Carlos G. (2005) Hybridizing sparse component analysis with genetic algorithms for blind source separation. In: Oliveira, José Luis, (ed.) Biological and medical data analysis: 6th international symposium, ISBMDA 2005, Aveiro, Portugal, November 10 - 11, 2005 ; proceedings. Lecture notes in computer science: Lecture notes in bioinformatics, 3745. Springer, Berlin, pp. 137-148. ISBN 3-540-29674-3.

Keck, I. R. and Lang, Elmar and Nassabay, S. and Puntonet, Carlos G. (2005) The influence of the number of signals on the clustering aspects of independent component analysis. In: 1. Simposio de Inteligencia Computacional SICO, Actas del Simposio de Inteligencia Computacional. Thomson, Madrid, pp. 555-561.

Keck, I. and Theis, Fabian J. and Gruber, P. and Lang, Elmar and Specht, K. and Puntonet, Carlos G. (2004) 3D Spatial Analysis of fMRI Data - a Comparison of ICA and GLM Analysis on a Word Perception Task. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, pp. 2495-2500. ISBN 0-7803-8359-1.

Keck, I. R. and Theis, Fabian J. and Gruber, Peter and Lang, Elmar and 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.

Georgiev, P. and Theis, F. (2004) Blind source separation of linear mixtures with singular matrices. 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. 121-128.

Stockmeier, H. and Bäumler, W. and Szeimies, R. and Theis, Fabian J. and Lang, Elmar and Puntonet, Carlos G. (2004) Classification of skin lesions by fluorscence diagnosis and independent component analysis. In: Proceedings of the 2nd IASTED International Conference on Biomedical Engineering: February 16 - 18, 2004, Innsbruck, Austria. Acta Press, Anaheim, pp. 201-204. ISBN 0-88986-408-X.

Theis, Fabian J. and Gruber, Peter and 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.

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.

Gruber, P. and Stadlthanner, K. and Tomé, A. and Teixeira, A. and Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2004) Denoising using local ICA and a generalized eigendecomposition with time-delayed signals. 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. 993-1000.

Stadlthanner, K. and Lang, Elmar and Gruber, P. and Theis, Fabian J. and Tomé, A. and Teixeira, A. and Puntonet, Carlos G. (2004) Kernel-PCA Denoising of Artifact-free Protein NMR Spectra. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, pp. 1959-1964. ISBN 0-7803-8359-1.

Górriz, J. M. and Puntonet, Carlos G. and Martin-Clemente, R. and Lang, Elmar (2004) Meta-Heuristics hybridizing independent component analysis with genetic algorithms. In: Proceedings / ICECS 2004: the 11th IEEE International Conference on Electronics, Circuits and Systems; December 13-15, 2004, Tel Aviv, Israel. IEEE Operations Center, Piscataway, NJ, pp. 523-526. ISBN 0-7803-8715-5.

Theis, Fabian J. and Amari, S. (2004) Postnonlinear overcomplete blind source separation using sparse sources. 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. 718-725. ISBN 3-540-23056-4, 978-3-540-23056-4.

Theis, Fabian J. and Meyer-Bäse, A. and Lang, Elmar (2004) Second-order blind source separation based on multi-dimensional autocovariances. 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. 726-733. ISBN 3-540-23056-4, 978-3-540-23056-4.

Meyer-Bläse, Anke and Theis, Fabian J. and Lange, Oliver and Puntonet, Carlos G. (2004) Tree-dependent and topographic independent component analysis for fMRI analysis. 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. 782-789. ISBN 3-540-23056-4, 978-3-540-23056-4.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) A Histogram-Based Overcomplete ICA Algorithm. In: Amari, S., (ed.) Proceedings / Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan. UNSPECIFIED, Tokyo, pp. 1071-1076. ISBN 4-9901531-1-1.

Rodriguez-Alvarez, M. and Rojas, F. and Puntonet, Carlos G. and Theis, Fabian J. and Lang, Elmar (2003) A new ICA method based on a lattice of the observation space. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. UNSPECIFIED, pp. 1416-1421.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) An Improved Geometric Overcomplete Blind Source Separation Algorithm. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture Notes in Computer Science, 2687. Springer, Berlin, pp. 265-272. ISBN 3-540-40211-X.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) Generalizing Geometric ICA to Nonlinear Settings. In: Mira, José, (ed.) Artificial neural nets problem solving methods |7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, Maó, Menorca, Spain, June 3 - 6, 2003; proceedings, part II. Lecture Notes in Computer Science, 2687. Springer, Berlin, pp. 687-694. ISBN 3-540-40211-X.

Rodriguez-Alvarez, M. and Rojas, F. and Puntonet, Carlos G. and Theis, Fabian J. and Lang, Elmar and Clemente, R. (2003) New Geometric ICA Approach for Blind Source Separation. In: Intelligent systems design and applications, ISDA 2003, Tulsa, Okla., 2003.08.10-13. Advances in soft computing. Springer, Berlin, pp. 293-302. ISBN 3-540-40426-0.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) Nonlinear Geometric ICA. In: Amari, S., (ed.) Proceedings / Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan. UNSPECIFIED, Tokyo, pp. 275-280. ISBN 4-9901531-1-1.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) SOMICA - An Application of Self-Organizing Maps to Geometric Independent Component Analysis. In: Proceedings of the International Joint Conference on Neural Networks 2003, IJCNN 2003, Portland, Oregon, July 20 - 24, 2003. IEEE Service Center, Piscataway, NJ, pp. 1318-1323. ISBN 0-7803-7898-9, 0-7803-7899-7.

Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar (2003) SOMICA and Geometric ICA. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. UNSPECIFIED, pp. 1457-1464.

Theis, Fabian J. and Lang, Elmar and Lautenschlager, M. and Puntonet, Carlos G. (2002) A Theoretical Framework for Overcomplete Geometric BMMR. In: Younan, N., (ed.) Signal and image processing: proceedings of the fourth IASTED international conference (SIP); August 12 - 14, 2002, Kaua'i, Hawaii, USA. Acta Press, Anaheim, pp. 201-206. ISBN 0-88986-340-7.

Theis, Fabian J. and Lang, Elmar and Rojas, F. and Puntonet, Carlos G. (2002) Extending Geometric ICA to Overcomplete and High-Dimensional BSS-Problems. In: Hamza, M. H., (ed.) Signal processing, pattern recognition, and application: proceedings of the IASTED international conference (SPPRA); June 25 - 28, 2002, Crete, Greece. Acta Press, Anaheim, pp. 309-314. ISBN 0-88986-338-5.

Theis, Fabian J. and Lang, Elmar and Westenhuber, Tobias and Puntonet, Carlos G. (2002) Overcomplete ICA with a Geometric Algorithm. In: Dorronsoro , José R., (ed.) Lecture Notes in Computer Science. Springer, Berlin, pp. 1049-1054. ISBN 3-540-44074-7.

Jung, Andreas and Theis, Fabian J. and Puntonet, Carlos G. and Lang, Elmar W. (2001) FastGeo - A Histogram Based Approach to Linear Geometric ICA. In: Lee, Te-Won, (ed.) 3rd International Conference on Independent Component Analysis and Signal Separation (ICA 2001) : San Diego, California, December 9 - 13, 2001. Proceedings. UNSPECIFIED, pp. 349-354.

Puntonet, Carlos G. and Bauer, Ch. and Lang, Elmar and Alvarez, M. R. and Prieto, B. (2000) Adaptive-geometric methods: Application to the separation of EEG signals. In: Pajunen, Petteri and Karhunen, J., (eds.) Proceedings / ICA 2000, Second International Workshop on Independent Component Analysis and Blind Signal Separation: Helsinki, Finland, June 19 - 22, 2000. UNSPECIFIED, pp. 273-278. ISBN 951-22-5017-9.

Habl, M. and Bauer, Ch. and Ziegaus, Ch. and Lang, Elmar and Puntonet, Carlos G. and Schulmeyer, F. (2000) Isolating brain tumor related EEG signals: An ICA approach with kernel-based source density estimation. In: Fyfe, C., (ed.) Proceedings of the Second ICSC Symposium on Engineering of Intelligent Systems, EIS 2000: June 27 - 30, 2000, Paisley, Scotland, U.K. ICSC Canada, Wetaskiwin AB, Canada, pp. 649-655. ISBN 3-906454-23-1.

Puntonet, Carlos G. and Alvarez, M. R. and Bauer, Ch. and Lang, Elmar (2000) Simulated annealing and density estimation for the separation of sources. In: Hamza, M. H., (ed.) Signal processing and communications: proceedings of the IASTED international conference (SPC), September 19 - 22, 2000, Marbella, Spain. IASTED/Acta Press, Anaheim, pp. 347-351. ISBN 0-88986-302-4.

Conference or Workshop Item

Nassabay, S. and Keck, I. R. and Puntonet, Carlos G. and Carrión, M. C. and Ruíz-Padillo, D. (2007) Análisis de componentes independientes (ica) como herramienta para la eliminacion de ruido gaussiano. In: 2. Conferéncia Ibérica de Sistemas e Tecnologias de Informaçao (CISTI 2007), 2007.

Nassabay, S. and Prieto, B. and Keck, I. R. and Puntonet, Carlos G. and Clemente, R. M. (2007) Independent components analysis as tool to eliminate the impulsive noise. In: Jornadas Internacionales de Ciencias y Tecnologías (JICT 2007), 2007.

Theis, Fabian J. and Kohl, Z. and Guggenberger, C. and Kuhn, H. G. and Puntonet, Carlos G. and Lang, Elmar (2004) ZANE - an algorithm for counting labelled cells in section images. In: Advances in Medical Signal Information processing (MEDSIP), 2004, Malta.

Puntonet, Carlos G. and Rojas, F. and Ortega, J. and Westenhuber, T. and Lang, Elmar (2002) Solving nonlinear source separation with geometric algorithms, in: Proceedings. In: Portuguese Conf. on Pattern Recognition (RECPAD), 2002.

Book

Theis, Fabian J. and Puntonet, Carlos G. (2004) BSS-ICA basado en Métodos Geométricos (Monografía del Dpto. de Arquitectura y Tecnología de Computadores). UNSPECIFIED.

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