Bibliographie der Universität Regensburg

Blöchl, Florian (2011) Integrating machine learning approaches into network science: exemplary applications and novel algorithms. Dissertation, Universität Regensburg.

Lang, Elmar, Schachtner, R., Lutter, D., Herold, Daniela, Kodewitz, A., Blöchl, F..J., Theis, Fabian J., Keck, Ingo R., Gorriz, J. M., Gomez-Vilda, P. und Tome, A. M. (2011) I, 2. Exploratory Matrix Factorization Techniques for Large Scale Biomedical Data Sets. In: Gorriz, Juan Manuel und Lang, Elmar W. und Ramírez, Javier, (eds.) Recent advances in biomedical signal processing. Bentham Science Publishers, Hilversum, S. 26-47. ISBN 978-1-60805-218-9. Volltext nicht vorhanden.

Lutter, Dominik Ralph Lionel (2010) Towards the identification of regulatory networks using statistical and information theoretical methods on the mammalian transcriptome. Dissertation, Universität Regensburg.

Theis, Fabian J. und Gruber, P. (2005) On model identifiability in analytic postnonlinear ICA. Neurocomputing 64, S. 223-234. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2005) Sparse Component Analysis and Blind Source Separation of Underdetermined Mixtures. IEEE Transactions on Neural Networks 16 (4), S. 992-996. Volltext nicht vorhanden.

Keck, I., Theis, Fabian J., Gruber, P., Lang, Elmar, Specht, K. und 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, S. 2495-2500. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Keck, I. R., Theis, Fabian J., Gruber, Peter, Lang, Elmar, Specht, K. und 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, S. 977-984. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Georgiev, P., Pardalos, P., Theis, F. und Cichocki, A. (2004) A Bilinear Algorithm for Sparse Representations. Como, Italy. Volltext nicht vorhanden.

Theis, Fabian J., Lang, Elmar und Puntonet, Carlos G. (2004) A Geometric Algorithm for Overcomplete Linear ICA. Neurocomputing 56, S. 381-398. Volltext nicht vorhanden.

Theis, Fabian J. (2004) A new concept for separability problems in blind source separation. Neural Computation 16, S. 1827-1850. Volltext nicht vorhanden.

Theis, Fabian J., Kohl, Z., Kuhn, H., Stockmeier, H. und Lang, Elmar (2004) Automated counting of labelled cells in rodent brain section images. In: Tilg, B., (ed.) Proceedings of the Second IASTED International Conference on Biomedical Engineering: February 16 - 18, 2004, Innsbruck, Austria. Acta Press, Anaheim, S. 209-212. ISBN 0-88986-408-X. Volltext nicht vorhanden.

Gruber, Peter, Theis, Fabian J., Tomé, A. M. und 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. Volltext nicht vorhanden.

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

Theis, Fabian J. (2004) Blind sensor characteristics estimation in a multi-sensor network applied to fMRI analysis. In: Palaniswami, M., (ed.) Proceedings of the 2004 Intelligent Sensors, Sensor Networks and Information Processing Conference, ISSNIP, 2004: 14 - 17 Dec. 2004, Melbourne, Australia. IEEE Operations Center, Piscataway, NJ, S. 223-228. ISBN 0-7803-8894-1(elektron. Ausgabe). Volltext nicht vorhanden.

Theis, Fabian J., Georgiev, P. und Cichocki, A. (2004) Blind source recovery: algorithm comparison and fusion. In: Proceedings: Bayesian inference and maximum entropy methods in science and engineering (MaxEnt): 24th internat. workshop, Garching, Germany, 25 - 30 July 2004. AIP conference proceedings, 735. American Institute of Physics, Garching, Germany, S. 320-327. ISBN 0-7354-0217-5. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2004) Blind source separation and sparse component analysis of overcomplete mixtures. In: Proceedings / 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, May 17 - 21, 2004, Montreal, Quebec, Canada. IEEE Operations Center, Piscataway, NJ, S. 493-496. ISBN 0-7803-8484-9. Volltext nicht vorhanden.

Georgiev, P. und 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, S. 121-128. Volltext nicht vorhanden.

Stockmeier, H., Bäumler, W., Szeimies, R., Theis, Fabian J., Lang, Elmar und 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, S. 201-204. ISBN 0-88986-408-X. Volltext nicht vorhanden.

Meyer-Bäse, A., Theis, F., Lange, O. und Wismüller, A. (2004) Clustering of Dependent Components: A New Paradigm for fMRI Signal Detection. Budapest, Hungary, S. 1947-1952. Volltext nicht vorhanden.

Theis, Fabian J., Gruber, Peter, Puntonet, Carlos G. und 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. Volltext nicht vorhanden.

Gruber, P., Theis, Fabian J., Stadlthanner, K., Lang, Elmar, Tomé, A. und Teixeira, A. (2004) Denoising using local ICA and Kernel-PCA. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 2071-2076. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Gruber, P., Stadlthanner, K., Tomé, A., Teixeira, A., Theis, Fabian J., Puntonet, Carlos G. und 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, S. 993-1000. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Information-theoretic biomedical data analysis. In: Symposium Medizin und Physik, Regensburg, Germany. Volltext nicht vorhanden.

Stadlthanner, K., Lang, Elmar, Gruber, P., Theis, Fabian J., Tomé, A., Teixeira, A. und 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, S. 1959-1964. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Linearization identification and an application to BSS using a SOM. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 205-210. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Krause, A., Hartl, D., Theis, Fabian J., Stangl, M., Gerauer, K. und Mehlhorn, A. (2004) Mobile decision support for transplantation patient data. International Journal of Medical Informatics 73, S. 461-464. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Cichocki, A. (2004) Optimization Algorithms for Sparse Representations and Applications. In: Proc. of Multiscale Optimization Methods. , Gainesville, Florida, USA. Volltext nicht vorhanden.

Theis, Fabian J. und Lang, Elmar (2004) Postnonlinear Blind Source Separation via Linearization Identification. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, S. 2199-2204. ISBN 0-7803-8359-1. Volltext nicht vorhanden.

Theis, Fabian J. und 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, S. 718-725. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Theis, F. und Nakamura, W. (2004) Quadratic independent component analysis. IEICE transactions. E, English transactions. A, Fundamentals of electronics, communications and computer sciences E87-A (9), S. 2355-2363. Volltext nicht vorhanden.

Theis, Fabian J., Georgiev, P. und Cichocki, A. (2004) Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, S. 343-348. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Theis, Fabian J., Meyer-Bäse, A. und 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, S. 726-733. ISBN 3-540-23056-4, 978-3-540-23056-4. Volltext nicht vorhanden.

Theis, Fabian J. und 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, S. 217-222. ISBN 2-930307-04-8. Volltext nicht vorhanden.

Georgiev, P., Theis, Fabian J. und Ralescu, A. (2004) Sparse Representation of Data and Support Vector Machines (in: Proceedings). In: Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), 2004, Perugia, Italy. Volltext nicht vorhanden.

Karvanen, J. und Theis, Fabian J. (2004) Spatial ICA of fMRI data in time windows. In: Proceedings: Bayesian inference and maximum entropy methods in science and engineering: 24th internat. workshop, Garching, Germany, 25 - 30 July 2004. AIP conference proceedings, 735. American Institute of Physics, Melville, NY, S. 312-319. ISBN 0-7354-0217-5. Volltext nicht vorhanden.

Meyer-Bäse, A., Theis, F., Lange, O. und Puntonet, C. (2004) Tree�dependent and topographic independent component analysis for fMRI analysis. Granada, Spain, S. 782-789. Volltext nicht vorhanden.

Theis, Fabian J. (2004) Uniqueness of complex and multidimensional independent component analysis. Signal Processing 84 (5), S. 951-956. Volltext nicht vorhanden.

Theis, F. (2004) Uniqueness of real and complex linear independent component analysis revisited. In: Hlawatsch, Franz, (ed.) Proceedings / XII. European Signal Processing Conference, EUSIPCO 2004: September 6 - 10, 2004, Vienna, Austria. TU Wien, Wien, S. 1705-1708. ISBN 3-200-00148-8 (Buch), 3-200-00165-8 (CD-ROM). Volltext nicht vorhanden.