Max Planck Institute for Dynamics and Self-Organization -- Department for Nonlinear Dynamics and Network Dynamics Group
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Publications of Fabian Theis

H.W. Gutch, and F.J. Theis (2012).
Uniqueness of linear factorizations into independent subspaces
Journal of Multivariate Analysis 112:48--62. download file

H.W. Gutch, and F.J. Theis (2012).
To infinity and beyond: On ICA over Hilbert Spaces
In: Latent Variable Analysis and Signal Separation, edited by Theis, Fabian and Cichocki, Andrzej and Yeredor, Arie and Zibulevsky, Michael. Springer, Berlin / Heidelberg, pages 180-187. download file

K. Nordhausen, H.W. Gutch, H. Oja, and F.J. Theis (2012).
Joint diagonalization of several scatter matrices for ICA
In: Latent Variable Analysis and Signal Separation, edited by Theis, Fabian and Cichocki, Andrzej and Yeredor, Arie and Zibulevsky, Michael. Springer, Berlin / Heidelberg, pages 172-179. download file

H. Hennig, R. Fleischmann, A. Fredebohm, Y. Hagmayer, J. Nagler, A. Witt, F. Theis, and T. Geisel (2011).
The nature and perception of fluctuations in human musical rhythms
PLoS One 6(10):e26457. download file

H.W. Gutch, J. Krumsiek, and F.J. Theis (2011).
An ISA Algorithm With Unknown Group Sizes Identifies Meaningful Clusters in Metabolomics Data
In: Proceedings of the European Signal Processing Conference (EUSIPCO). EURASIP, pages 1733-1737. download file

H.W. Gutch, P. Gruber, A. Yeredor, and F.J. Theis (2011).
ICA over finite fields - separability and algorithms
Signal Processing 92(8):1796--1808. download file

H.W. Gutch, P. Gruber, and F.J. Theis (2010).
ICA over Finite Fields
In: Latent Variable Analysis and Signal Separation, edited by Vincent Vigneron and Vicente Zarzoso and Eric Moreau and Rémi Gribonval and Emmanuel Vincent. Springer, pages 645--652. download file download file

H.W. Gutch, T. Maehara, and F.J. Theis (2010).
Second Order Subspace Analysis and Simple Decompositions
In: Latent Variable Analysis and Signal Separation, edited by Vincent Vigneron and Vicente Zarzoso and Eric Moreau and Rémi Gribonval and Emmanuel Vincent. Springer, pages 370--377. download file download file

D.M. Wittmann, F. Blöchl, D. Trümbach, W. Wurst, N. Prakash, and F. Theis (2009).
Spatial Analysis of Expression Patterns Predicts Genetic Interactions at the Mid-Hindbrain Boundary
PLoS Comput. Biol. 5(11):e1000569. download file download file

P. Gruber, H.W. Gutch, and F.J. Theis (2009).
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions
In: Independent Component Analysis and Signal Separation, edited by Tülay Adali and Christian Jutten and João Marcos Travassos Romano and Allan Kardec Barros. Springer, pages 259–266. download file download file

F. Theis, and M. Herrmann (2007).
Statistical analysis of sample-size effects in ICA
In: Intelligent Data Engineering and Automated Learning, edited by Yin, H. and Tino, P. and Corchado, E. and Byrne, W. and Yao, X.. Springer.

F.J. Theis, P. Georgiev, and D.=. A Cichocki (2007).
Robust sparse component analysis based on a generalized Hough transform
EURASIP Journal on Applied Signal Processing. download file

H.W. Gutch, and F.J. Theis (2007).
Independent Subspace Analysis Is Unique, Given Irreducibility
In: Independent Component Analysis and Signal Separation, edited by Mike E. Davies and Christopher J. James and Samer A. Abdallah and Mark D Plumbley. Springer, pages 49–56. download file

M. Kawanabe, and F. Theis (2007).
Joint low-rank approximation for extracting non-Gaussian subspaces
Signal Processing.

F. Theis, C.G. Puntonet, and E.W. Lang (2006).
Median-based clustering for underdetermined blind signal processing
IEEE Signal Processing Letters 13(2):96-99. download file

F. Theis, and A. Meyer-Bäse (2006).
Biomedical Signal Analysis: Contemporary Methods and Applications
MIT Press, in press.

F. Theis, and G.A. García (2006).
On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms
Signal Processing 86(3):603-623. download file

K. Stadlthanner, A.M. Tomé, F. Theis, E.W. Lang, W. Gronwald, and H. Kalbitzer (2006).
Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils
Neurocomputing 69:497-522. download file

M. Böhm, K. Stadlthanner, P. Gruber, F. Theis, E.W. Lang, A.M. Tomé, A.R. Teixeira, W. Gronwald, and H. Kalbitzer (2006).
On the use of simulated annealing to automatically assign independent components
IEEE Transactions on Biomedical Engineering 53(5):810-820.

P. Georgiev, P. Pardalos, and F. Theis (2006).
A Bilinear Algorithm for Sparse Representations
Computational Optimization and Applications. download file

P. Gruber, K. Stadlthanner, M. Böhm, F. Theis, E.W. Lang, A.M. Tomé, A.R. Teixeira, C.G. Puntonet, and J.M. Gorriz (2006).
Denoising using local projective subspace methods
Neurocomputing 69:1485-1501. download file