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Fabian J. Theis

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2009
64EEPeter Gruber, Harold W. Gutch, Fabian J. Theis: Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. ICA 2009: 259-266
63EEFabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil: Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold. ICA 2009: 354-361
62EEFlorian Blöchl, Fabian J. Theis: Estimating Hidden Influences in Metabolic and Gene Regulatory Networks. ICA 2009: 387-394
61EEFabian J. Theis, Richard Neher, Andre Zeug: Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data. ICA 2009: 548-556
2008
60 Anke Meyer-Bäse, Fabian J. Theis: Stochastic Stability Analysis of the Heat Shock Response in E. Coli. BIOCOMP 2008: 39-42
59EEJavier Ramírez, Juan Manuel Górriz, M. Gómez-Río, A. Romero, R. 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
58EEReinhard 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)
57EEDirk Brockmann, Fabian J. Theis: Money Circulation, Trackable Items, and the Emergence of Universal Human Mobility Patterns. IEEE Pervasive Computing 7(4): 28-35 (2008)
56EEFabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: A robust model for spatiotemporal dependencies. Neurocomputing 71(10-12): 2209-2216 (2008)
55EEKurt 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
54EEFabian J. Theis, Motoaki Kawanabe: Colored Subspace Analysis. ICA 2007: 121-128
53EECédric Févotte, Fabian J. Theis: Pivot Selection Strategies in Jacobi Joint Block-Diagonalization. ICA 2007: 177-184
52EEPeter Gruber, C. Kohler, Fabian J. Theis: A Toolbox for Model-Free Analysis of fMRI Data. ICA 2007: 209-217
51EEPando G. Georgiev, Fabian J. Theis, Anca L. Ralescu: Identifiability Conditions and Subspace Clustering in Sparse BSS. ICA 2007: 357-364
50EEHarold W. Gutch, Fabian J. Theis: Independent Subspace Analysis Is Unique, Given Irreducibility. ICA 2007: 49-56
49EEReinhard 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
48EEKurt 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
47EEReinhard 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
46EEJ. Michael Herrmann, Fabian J. Theis: Statistical Analysis of Sample-Size Effects in ICA. IDEAL 2007: 416-425
45EEKurt 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
44EEMotoaki Kawanabe, Fabian J. Theis: Joint low-rank approximation for extracting non-Gaussian subspaces. Signal Processing 87(8): 1890-1903 (2007)
2006
43EEMotoaki Kawanabe, Fabian J. Theis: Estimating Non-Gaussian Subspaces by Characteristic Functions. ICA 2006: 157-164
42EEKurt 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
41EEFabian J. Theis, Motoaki Kawanabe: Uniqueness of Non-Gaussian Subspace Analysis. ICA 2006: 917-925
40EEToshihisa Tanaka, Yumi Murakami, Fabian J. Theis: A Fast Predictive Lossless Coder for fMRI Data Sets. ICIP 2006: 2529-2532
39EEIngo 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
38EEAnke Meyer-Bäse, Vera Thümmler, Fabian J. Theis: Stability Analysis of an Unsupervised Competitive Neural Network. IJCNN 2006: 1025-1028
37EEStefano Squartini, Francesco Piazza, Fabian J. Theis: New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA. ISCAS 2006
36EEFabian J. Theis, Yujiro Inouye: On the use of joint diagonalization in blind signal processing. ISCAS 2006
35EEFabian J. Theis: Towards a general independent subspace analysis. NIPS 2006: 1361-1368
34EEPeter 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)
33EEKurt 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)
32EEFabian 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
31EEFabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm. ICANN (1) 2005: 677-682
30EEJuan 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
29EEFabian J. Theis, Toshihisa Tanaka: A Fast and Efficient Method for Compressing fMRI Data Sets. ICANN (2) 2005: 769-777
28EEKurt 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
27EEFabian J. Theis: Blind signal separation into groups of dependent signals using joint block diagonalization. ISCAS (6) 2005: 5878-5881
26EEMatthias 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
25EEKurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Extended Sparse Nonnegative Matrix Factorization. IWANN 2005: 249-256
24EEMatthias 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
23EEFabian J. Theis, Peter Gruber: On model identifiability in analytic postnonlinear ICA. Neurocomputing 64: 223-234 (2005)
2004
22EEFabian J. Theis, Elmar Wolfgang Lang: Linearization identification and an application to BSS using a SOM. ESANN 2004: 205-210
21EEFabian J. Theis, Peter Gruber: Separability of analytic postnonlinear blind source separation with bounded sources. ESANN 2004: 217-222
20EEFabian J. Theis, Pando G. Georgiev, Andrzej Cichocki: Robust overcomplete matrix recovery for sparse sources using a generalized Hough transform. ESANN 2004: 343-348
19EEPando G. Georgiev, Fabian J. Theis: Blind Source Separation of Linear Mixtures with Singular Matrices. ICA 2004: 121-128
18EEFabian J. Theis, Shun-ichi Amari: Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources. ICA 2004: 718-725
17EEFabian J. Theis, Anke Meyer-Bäse, Elmar Wolfgang Lang: Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances. ICA 2004: 726-733
16EEAnke Meyer-Bäse, Fabian J. Theis, Oliver Lange, Carlos García Puntonet: Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis. ICA 2004: 782-789
15EEIngo 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
14EEPeter 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
13EEFabian J. Theis: A New Concept for Separability Problems in Blind Source Separation. Neural Computation 16(9): 1827-1850 (2004)
12EEFabian J. Theis, Elmar Wolfgang Lang, Carlos García Puntonet: A geometric algorithm for overcomplete linear ICA. Neurocomputing 56: 381-398 (2004)
11EEFabian J. Theis: Uniqueness of complex and multidimensional independent component analysis. Signal Processing 84(5): 951-956 (2004)
2003
10EEFabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: An Improved Geometric Overcomplete Blind Source Separation Algorithm. IWANN (2) 2003: 265-272
9EEKurt 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
8EEFabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Generalizing Geometric ICA to Nonlinear Settings. IWANN (2) 2003: 687-694
7EEFabian 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
6EEFabian 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
3EEFabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos García Puntonet: Overcomplete ICA with a Geometric Algorithm. ICANN 2002: 1049-1054
2EEFabian 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
1EEFabian J. Theis, Christoph Bauer, Carlos García Puntonet, Elmar Wolfgang Lang: Pattern Repulsion Revisited. IWANN (2) 2001: 778-785

Coauthor Index

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

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)