Fabian J. Theis

	2009
67		Peter Gruber, Harold W. Gutch, Fabian J. Theis: Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. ICA 2009: 259-266
66		Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil: Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. ICA 2009: 354-361
65		Florian Blöchl, Fabian J. Theis: Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. ICA 2009: 387-394
64		Fabian J. Theis, Richard Neher, Andre Zeug: Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data. ICA 2009: 548-556
63		Dominik M. Wittmann, Daniel Schmidl, Florian Blöchl, Fabian J. Theis: Reconstruction of graphs based on random walks. Theor. Comput. Sci. 410(38-40): 3826-3838 (2009)
	2008
62		Anke Meyer-Bäse, Fabian J. Theis: Stochastic Stability Analysis of the Heat Shock Response in E. Coli. BIOCOMP 2008: 39-42
61		Javier Ramírez, Juan Manuel Górriz, M. Gómez-Río, A. Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang: Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. ICCS (1) 2008: 741-748
60		Dominik Lutter, Peter Ugocsai, Margot Grandl, Evelyn Orso, Fabian J. Theis, Elmar Wolfgang Lang, Gerd Schmitz: Analyzing M-CSF dependent monocyte/macrophage differentiation: Expression modes and meta-modes derived from an independent component analysis. BMC Bioinformatics 9: (2008)
59		Reinhard Schachtner, Dominik Lutter, P. Knollmüller, Ana Maria Tomé, Fabian J. Theis, Gerd Schmitz, Martin Stetter, Pedro Gómez Vilda, Elmar Wolfgang Lang: Knowledge-based gene expression classification via matrix factorization. Bioinformatics 24(15): 1688-1697 (2008)
58		Dirk Brockmann, Fabian J. Theis: Money Circulation, Trackable Items, and the Emergence of Universal Human Mobility Patterns. IEEE Pervasive Computing 7(4): 28-35 (2008)
57		Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: A robust model for spatiotemporal dependencies. Neurocomputing 71(10-12): 2209-2216 (2008)
56		Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz: Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing 71(10-12): 2356-2376 (2008)
	2007
55		Fabian J. Theis, Motoaki Kawanabe: Colored Subspace Analysis. ICA 2007: 121-128
54		Cédric Févotte, Fabian J. Theis: Pivot Selection Strategies in Jacobi Joint Block-Diagonalization. ICA 2007: 177-184
53		Peter Gruber, C. Kohler, Fabian J. Theis: A Toolbox for Model-Free Analysis of fMRI Data. ICA 2007: 209-217
52		Pando G. Georgiev, Fabian J. Theis, Anca L. Ralescu: Identifiability Conditions and Subspace Clustering in Sparse BSS. ICA 2007: 357-364
51		Harold W. Gutch, Fabian J. Theis: Independent Subspace Analysis Is Unique, Given Irreducibility. ICA 2007: 49-56
50		Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Juan Manuel Górriz Sáez, Carlos García Puntonet: Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. ICA 2007: 649-656
49		Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet: Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. ICANN (1) 2007: 799-808
48		Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Gerd Schmitz: Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. ICANN (2) 2007: 80-89
47		J. Michael Herrmann, Fabian J. Theis: Statistical Analysis of Sample-Size Effects in ICA. IDEAL 2007: 416-425
46		Kurt Stadlthanner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Petia Georgieva, Carlos García Puntonet: Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. IJCNN 2007: 294-299
45		Motoaki Kawanabe, Fabian J. Theis: Joint low-rank approximation for extracting non-Gaussian subspaces. Signal Processing 87(8): 1890-1903 (2007)
	2006
44		Motoaki Kawanabe, Fabian J. Theis: Estimating Non-Gaussian Subspaces by Characteristic Functions. ICA 2006: 157-164
43		Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Pedro Gómez Vilda, Thomas Langmann, Gerd Schmitz: Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. ICA 2006: 254-261
42		Fabian J. Theis, Motoaki Kawanabe: Uniqueness of Non-Gaussian Subspace Analysis. ICA 2006: 917-925
41		Toshihisa Tanaka, Yumi Murakami, Fabian J. Theis: A Fast Predictive Lossless Coder for fMRI Data Sets. ICIP 2006: 2529-2532
40		Ingo R. Keck, Jan Churan, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Carlos García Puntonet: Region of Interest Based Independent Component Analysis. ICONIP (1) 2006: 1048-1057
39		Anke Meyer-Bäse, Vera Thümmler, Fabian J. Theis: Stability Analysis of an Unsupervised Competitive Neural Network. IJCNN 2006: 1025-1028
38		Stefano Squartini, Francesco Piazza, Fabian J. Theis: New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA. ISCAS 2006
37		Fabian J. Theis, Yujiro Inouye: On the use of joint diagonalization in blind signal processing. ISCAS 2006
36		Fabian J. Theis: Towards a general independent subspace analysis. NIPS 2006: 1361-1368
35		Peter Gruber, Kurt Stadlthanner, Matthias Böhm, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Ana R. Teixeira, Carlos García Puntonet, Juan Manuel Górriz Sáez: Denoising using local projective subspace methods. Neurocomputing 69(13-15): 1485-1501 (2006)
34		Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang, Wolfram Gronwald, Hans Robert Kalbitzer: Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils. Neurocomputing 69(4-6): 497-522 (2006)
33		Fabian J. Theis, Gonzalo A. García: On the use of sparse signal decomposition in the analysis of multi-channel surface electromyograms. Signal Processing 86(3): 603-623 (2006)
	2005
32		Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm. ICANN (1) 2005: 677-682
31		Juan Manuel Górriz Sáez, Javier Ramírez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang: Bispectrum-Based Statistical Tests for VAD. ICANN (2) 2005: 541-546
30		Fabian J. Theis, Toshihisa Tanaka: A Fast and Efficient Method for Compressing fMRI Data Sets. ICANN (2) 2005: 769-777
29		Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Juan Manuel Górriz, Ana Maria Tomé, Elmar Wolfgang Lang: Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. ISBMDA 2005: 137-148
28		Fabian J. Theis: Blind signal separation into groups of dependent signals using joint block diagonalization. ISCAS (6) 2005: 5878-5881
27		Matthias Böhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Ana Maria Tomé, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet: A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. IWANN 2005: 1075-1082
26		Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Extended Sparse Nonnegative Matrix Factorization. IWANN 2005: 249-256
25		Matthias Böhm, Kurt Stadlthanner, Ana Maria Tomé, Peter Gruber, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: AutoAssign - An Automatic Assignment Tool for Independent Components. IbPRIA (2) 2005: 75-82
24		Fabian J. Theis, Peter Gruber: On model identifiability in analytic postnonlinear ICA. Neurocomputing 64: 223-234 (2005)
	2004
23		Fabian J. Theis, Elmar Wolfgang Lang: Linearization identification and an application to BSS using a SOM. ESANN 2004: 205-210
22		Fabian J. Theis, Peter Gruber: Separability of analytic postnonlinear blind source separation with bounded sources. ESANN 2004: 217-222
21		Fabian J. Theis, Pando G. Georgiev, Andrzej Cichocki: Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. ESANN 2004: 343-348
20		Pando G. Georgiev, Fabian J. Theis: Blind Source Separation of Linear Mixtures with Singular Matrices. ICA 2004: 121-128
19		Fabian J. Theis, Shun-ichi Amari: Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources. ICA 2004: 718-725
18		Fabian J. Theis, Anke Meyer-Bäse, Elmar Wolfgang Lang: Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances. ICA 2004: 726-733
17		Anke Meyer-Bäse, Fabian J. Theis, Oliver Lange, Carlos García Puntonet: Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis. ICA 2004: 782-789
16		Ingo R. Keck, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Karsten Specht, Carlos García Puntonet: 3D Spatial Analysis of fMRI Data on a Word Perception Task. ICA 2004: 977-984
15		Peter Gruber, Kurt Stadlthanner, Ana Maria Tomé, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals. ICA 2004: 993-1000
14		Andreas Krause, Dominik Hartl, Fabian J. Theis, Manfred Stangl, Klaus-E. Gerauer, Alexander T. Mehlhorn: Mobile decision support for transplantation patient data. I. J. Medical Informatics 73(5): 461-464 (2004)
13		Fabian J. Theis: A New Concept for Separability Problems in Blind Source Separation. Neural Computation 16(9): 1827-1850 (2004)
12		Fabian J. Theis, Elmar Wolfgang Lang, Carlos García Puntonet: A geometric algorithm for overcomplete linear ICA. Neurocomputing 56: 381-398 (2004)
11		Fabian J. Theis: Uniqueness of complex and multidimensional independent component analysis. Signal Processing 84(5): 951-956 (2004)
	2003
10		Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: An Improved Geometric Overcomplete Blind Source Separation Algorithm. IWANN (2) 2003: 265-272
9		Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang: A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. IWANN (2) 2003: 575-582
8		Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Generalizing Geometric ICA to Nonlinear Settings. IWANN (2) 2003: 687-694
7		Fabian J. Theis, Manuel Rodríguez Álvarez, Carlos García Puntonet, Elmar Wolfgang Lang: An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. IWANN (2) 2003: 695-702
6		Fabian J. Theis, Andreas Jung, Carlos García Puntonet, Elmar Wolfgang Lang: Linear Geometric ICA: Fundamentals and Algorithms. Neural Computation 15(2): 419-439 (2003)
	2002
5		Fabian J. Theis, Elmar Wolfgang Lang: How to generalize geometric ICA to higher dimensions. ESANN 2002: 205-210
4		Fabian J. Theis, Elmar Wolfgang Lang: Geometric overcomplete ICA. ESANN 2002: 217-222
3		Fabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos García Puntonet: Overcomplete ICA with a Geometric Algorithm. ICANN 2002: 1049-1054
2		Fabian J. Theis, Christoph Bauer, Elmar Wolfgang Lang: Comparison of maximum entropy and minimal mutual information in a nonlinear setting. Signal Processing 82(7): 971-980 (2002)
	2001
1		Fabian J. Theis, Christoph Bauer, Carlos García Puntonet, Elmar Wolfgang Lang: Pattern Repulsion Revisited. IWANN (2) 2001: 778-785

Coauthor Index

1	Pierre-Antoine Absil	[66]
2	Manuel Rodríguez Álvarez	[7]
3	Shun-ichi Amari	[19]
4	Christoph Bauer	[1] [2]
5	Florian Blöchl	[63] [65]
6	Matthias Böhm	[25] [27] [35]
7	Dirk Brockmann	[58]
8	Thomas P. Cason	[66]
9	Rosa Chaves	[61]
10	Jan Churan	[40]
11	Andrzej Cichocki	[21]
12	Cédric Févotte	[54]
13	Gonzalo A. García	[33]
14	Pando G. Georgiev	[20] [21] [52]
15	Petia Georgieva	[46]
16	Klaus-E. Gerauer	[14]
17	M. Gómez-Río	[61]
18	Juan Manuel Górriz (Juan Manuel Górriz Sáez, J. M. Górriz)	[29] [31] [35] [50] [56] [61]
19	Margot Grandl	[60]
20	Wolfram Gronwald	[34]
21	Peter Gruber	[15] [16] [22] [24] [25] [32] [35] [40] [53] [57] [67]
22	Harold W. Gutch	[51] [67]
23	Dominik Hartl	[14]
24	J. Michael Herrmann	[47]
25	Yujiro Inouye	[37]
26	Andreas Jung	[6]
27	Hans Robert Kalbitzer	[34]
28	Motoaki Kawanabe	[42] [44] [45] [55]
29	Ingo R. Keck	[16] [32] [40] [57]
30	P. Knollmüller	[59]
31	C. Kohler	[53]
32	Andreas Krause	[14]
33	Elmar Wolfgang Lang	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [12] [15] [16] [18] [23] [25] [26] [27] [29] [31] [32] [34] [35] [40] [43] [46] [48] [49] [50] [56] [57] [59] [60] [61]
34	Oliver Lange	[17]
35	Thomas Langmann	[43]
36	A. Lassl	[61]
37	Dominik Lutter	[46] [48] [50] [59] [60]
38	Alexander T. Mehlhorn	[14]
39	Anke Meyer-Bäse	[17] [18] [39] [62]
40	Yumi Murakami	[41]
41	Richard Neher	[64]
42	Evelyn Orso	[60]
43	Francesco Piazza	[38]
44	Carlos García Puntonet	[1] [3] [6] [7] [8] [10] [12] [15] [16] [17] [25] [26] [27] [29] [31] [35] [40] [43] [46] [49] [50] [56] [61]
45	Anca L. Ralescu	[52]
46	Javier Ramírez	[31] [61]
47	A. Rodríguez	[61]
48	A. Romero	[61]
49	Reinhard Schachtner	[48] [50] [59]
50	Daniel Schmidl	[63]
51	Gerd Schmitz	[43] [48] [59] [60]
52	Karsten Specht	[16]
53	Stefano Squartini	[38]
54	Kurt Stadlthanner	[9] [15] [25] [26] [27] [29] [34] [35] [43] [46] [49] [56]
55	Manfred Stangl	[14]
56	Martin Stetter	[59]
57	Toshihisa Tanaka	[30] [41]
58	Ana R. Teixeira	[15] [25] [27] [35]
59	Vera Thümmler	[39]
60	Ana Maria Tomé	[9] [15] [25] [27] [29] [34] [35] [43] [46] [48] [49] [50] [56] [59]
61	Peter Ugocsai	[60]
62	Pedro Gómez Vilda	[43] [59]
63	Tobias Westenhuber	[3]
64	Dominik M. Wittmann	[63]
65	Andre Zeug	[64]

Colors in the list of coauthors