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Article

Hoffmann , Sebastian and Shulter, Jamie and Lobbes, Marc and Burgeth, Bernhard and Meyer-Bäse, Anke (2013) Automated analysis of non-mass-enhancing lesions in breast MRI based on morphological, kinetic, and spatio-temporal moments and joint segmentation-motion compensation technique. EURASIP Journal on Advances in Signal Processing 2013, p. 172.

Lang, Elmar W. and Tomé, A. M. and Keck, Ingo R. and Górriz-Sáez , J. M. and Puntonet, C. G. (2012) Brain Connectivity Analysis - A short survey. Computational Intelligence and Neuroscience (CIN).

Gruber, Peter and Meyer-Bäse, Anke and Foo, Simon and Theis, Fabian J. (2009) ICA, kernel methods and nonnegativity: New paradigms for dynamical component analysis of fMRI data. Engineering Applications of Artificial Intelligence 22 (4-5), p. 1111.

Theis, Fabian J. and Gruber, Peter and Keck, Ingo R. and Lang, Elmar (2008) A robust model for spatiotemporal dependencies. Neurocomputing 71 (10-12), pp. 2209-2216.

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.

Texeira, A. R. and Tomé, A. M. and Stadlthanner, K. and Lang, Elmar (2008) KPCA denoising and the pre-image problem revisited. Digital Signal Processing 18 (4), pp. 568-580.

Schachtner, R. and Lutter, D. and Knollmüller, P. and Tomé, A. M. and Theis, Fabian J. and Schmitz, G. and Stetter, M. and Gómez Vilda, P. and Lang, Elmar (2008) Knowledge-based gene expression classification via matrix factorization. Bioinformatics 24 (15), pp. 1688-1697.

Kohler, Christian and Keck, Ingo R. and Gruber, Peter and Lie, Chuh-Hyoun and Specht, Karsten and Tomé, A. M. and Lang, Elmar (2008) Spatiotemporal group ICA applied to fMRI datasets. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2008, pp. 4652-4655.

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.

Tomé, A. M. and Teixeira, A. R and Lang, Elmar and Martins da Silva, A. (2007) Greedy kernel PCA applied to single-channel EEG recordings. proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), pp. 5441-5444.

Meyer-Bäse, Anke and Gruber, Peter and Foo, Simon and Theis, Fabian J. (2006) Blind source separation based on self-organizing neural network. Engineering Applications of Artificial Intelligence 19 (4-5), pp. 305-311.

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.

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

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.

Stadlthanner, Kurt and Tomé, A. M. and Theis, Fabian and Lang, Elmar and Gronwald, Wolfram and Kalbitzer, Hans-Robert (2006) Separation of water artefacts in 2D NOESY protein spectra using congruent matrix pencils. Neurocomputing 69 (4-6), pp. 497-522.

Georgiev, P. and Pardalos, P. and Theis, Fabian J. (2005) A bilinear algorithm for sparse representations. Computational optimization and applications.

Keck, I. R. and Nassabay, S. and Puntonet, C. G. and Lang, Elmar (2005) A new approach to clustering and object detection with independent component analysis. Lecture Notes in Computer Science 3562, pp. 558-566.

Theis, Fabian J. (2005) Gradients on matrix manifolds and their chain rule. Neural Information Processing LR 9 (1), pp. 1-13.

Theis, Fabian J. and Gruber, P. (2005) On model identifiability in analytic postnonlinear ICA. Neurocomputing 64, pp. 223-234.

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

Tomé, A. and Teixeira, A. and Lang, Elmar and Stadlthanner, K. and Rocha, A. and Almeida, R. (2005) dAMUSE - A new tool for denoising and BSS. Digital Signal Processing 15, pp. 400-421.

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

Ziegaus, Ch. and Lang, Elmar (2004) A neural implementation of the JADE algorithm using higher-order neurons. Neurocomputing 56, pp. 79-100.

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

Tomé, A. and Teixeira, A. and Lang, Elmar and Stadlthanner, K. and Almeida, R. (2004) Blind source separation using time-delayed signals. Proc. International Joint Conference on Neural Networks (IJCNN) CD.

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.

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

Stetter, M. and Lang, Elmar (2004) Modeling Texture Constancy of Cortical Grating Cells. Neurocomputing 58-60, pp. 835-841.

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

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. (2004) Uniqueness of complex and multidimensional independent component analysis. Signal Processing 84 (5), pp. 951-956.

Stadlthanner, K. and Theis, Fabian J. and Lang, Elmar and Tomé, A. and Gronwald, W. and Kalbitzer, Hans Robert (2003) A matrix pencil approach to the blind source separation of artifacts in 2D NMR spectra. Neural Information Processing LR 1 (3), pp. 103-110.

Alvarez, M. R. and Rojas, F. and Puntonet, C. G. and Ortega, J. and Theis, Fabian J. and Lang, Elmar (2003) A new geometrical method of BSS on a lattice of the space of observations. Signal processing.

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.

Theis, Fabian J. and Bauer, Christoph and Lang, Elmar (2002) Comparison of maximum entropy and minimal mutual information in a nonlinear setting. Signal Processing 82, pp. 971-980.

Ackermann, G. and Hartmann, M. and Scherer, K. and Elmar, Lang and Hohenleutner, U. and Landthaler, M. and Baeumler, W. (2002) Correlations Between Light Penetration into Skin and the Therapeutic Outcome Following Laser Therapy of Port-wine Stains. Lasers in Medical Science 17, pp. 70-78.

Bauer, Ch. and Lang, Elmar (2002) ICA - ein modernes statistisches Verfahren zur Signal- und Datenanalyse. Bioforum 3, pp. 106-108.

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. (2002) Topological constructions in the o-graph calculus. Mathematische Nachrichten 241 (1), pp. 170-186.

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.

Burger, Th. and Lang, Elmar (2001) Self-Organization of Local Cortical Circuits and Cortical Orientation Maps: A Nonlinear Hebbian Model of the Visual Cortex with Adaptive Lateral Couplings. Zeitschrift für Naturforschung C 56c, pp. 464-478.

Bauer, Ch. and Burger, Th. and Stetter, M. and Lang, Elmar (2000) A Neural Network Model for the Self-Organisation of Cortical Grating Cells. Zeitschrift für Naturforschung C 55c, pp. 282-291.

Bauer, Ch. and Alvarez, M. R. and Lang, Elmar W. and Puntonet, C. G. (2000) Analysis of EEG data using a geometric-based ICA algorithm. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35, p. 485.

Habl, M. and Bauer, Christoph and Ziegaus, Ch. and Schulmeyer, F. and Lang, Elmar (2000) Analyzing brain tumor related EEG signals using a generalized overcomplete ICA algorithm. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35.

Jäger, O. and Ziegaus, Ch. and Bauer, Ch. and Lang, Elmar (2000) Analyzing flowcytometric fluorescence signals with neural nets: Classification of fluorescence labeled blood cells with self-organizing neural nets. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35.

Broll, H. and Ziegaus, Ch. and Bauer, Ch. and Lang, Elmar and Wozny, M. (2000) Analyzing peptide maps with neural nets. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35.

Ziegaus, Ch. and Lang, Elmar (2000) ICA natürlicher und zivilisatorischer Bilder basierend auf Kumulanten vierter Ordnung. Verhandlungen der Deutschen Physikalischen Gesellschaft. Reihe 6 35.

Burger, T. and Lang, Elmar (1999) An incremental Hebbian learning model of the primary visual cortex with lateral plasticity and real input patterns. Zeitschrift für Naturforschung. C, Journal of biosciences 54c (1-2), pp. 128-140.

Brunner, K. and Kussinger, M. and Stetter, M. and Lang, Elmar (1998) A neural network model for the emergence of grating cells. Biological cybernetics 78 (5), pp. 389-397.

Bradl, S. and Schätz, T. and Liegl, B. and Lang, Elmar (1998) Multinuclear high pressure NMR investigations of undercooled aqueous solutions of hydrophobic ions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 102, pp. 41-57.

Ackermann, G. and Abels, C. and Bäumler, W. and Langer, S. and Landthaler, M. and Lang, Elmar W. and Szeimies, R M (1998) Simulations on the selectivity of 5-aminolaevulinic acid-induced fluorescence in vivo. Journal of photochemistry and photobiology. B, Biology 47 (2-3), pp. 121-128.

Ziegaus, Ch. and Lang, Elmar (1998) Statistical invariances in artificial, natural and urban images. Zeitschrift für Naturforschung A 53a, pp. 1009-1021.

Stetter, M. and Lang, Elmar and Obermayer, K. (1998) Unspecific long-term potentiation can evoke functional segregation in a model of area 17. Neuroreport 9 (12), pp. 2697-2702.

Liegl, B. and Bradl, S. and Schätz, T. and Lang, Elmar (1996) High pressure NMR relaxation study of the solute and solvent dynamics of undercooled aqueous tetraethylammonium bromide solutions. The Journal of Physical Chemistry: J. Phys. Chem. 100 (33), pp. 897-904.

Bradl, S. and Lang, Elmar W. and Turner, J. Z. and Soper, A. K. (1994) NMR and neutron scattering investigation of undercooled aqueous solutions of apolar solutes. The Journal of Physical Chemistry: J. Phys. Chem. 98 (33), pp. 8161-8168.

Stetter, M. and Müller, A. and Lang, Elmar (1994) Neural network model for the coordinated formation of orientation preference and orientation selectivity maps. Physical review. E 50 (5), pp. 4167-4181.

Lüdemann, H.-D. and Lang, Elmar (1993) Density dependence of rotational and translational molecular dynamics in liquids studied by high pressure NMR. Progress in Nuclear Magnetic Resonance Spectroscopy 25 (6), pp. 507-633.

Stetter, M. and Lang, Elmar and Müller, A. (1993) Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks. Biological cybernetics 68 (5), pp. 465-476.

Bradl, S. and Lang, Elmar W. (1993) Hydration water dynamics in undercooled aqueous solutions of hydrophobic ions. The Journal of Physical Chemistry: J. Phys. Chem. 97 (40), pp. 10463-10471.

Knorr, R. and Thi, Phung Hoang and Mehlstäubl, J. and Hintermeyer-Hilpert, M. and Lüdemann, H.-D. and Lang, Elmar and Sextl, G. and Rattay, W. and Böhrer, P. (1993) Lone-electron pair donor quality of the imino function: Increased front strain and electronic substituent effects on sterically accelerated nitrogen inversion in imino-cyclopentanes. Chemische Berichte 126 (1), pp. 217-224.

Radkowitsch, H. and Lang, Elmar (1992) Multinuclear spin-lattice relaxation time studies of undercooled aqueous potassium fluoride solutions under high pressure. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 96, pp. 162-170.

Knorr, R. and Ferchland, K. and Mehlstäubl, J. and Thi, Phung Hoang and Böhrer, P. and Lüdemann, H.-D. and Lang, Elmar (1992) Synthesen und erhöhte Konfigurationslabilität von 2-Iminoindanderivaten mit Vorderseitenspannung. Chemische Berichte 125 (9), pp. 2041-2049.

Kim, Keon and Choi, Young Sang and Yoon, Chang Ju and Lang, Elmar (1992) Temperature and pressure dependence of the nuclear magnetic relaxation rates of -NH2 group in thioacetamide/acetone solutions. Journal of the Korean Chemical Society 36 (1), pp. 33-37.

Lang, Elmar and Bradl, S. and Kunz, W. and Turq, P. (1991) NMR relaxation studies on tetrapentylammonium ions in acetonitrile. The Journal of Physical Chemistry: J. Phys. Chem. 95, p. 10576.

Lang, Elmar and Fink, W. and Radkowitsch, H. and Girlich, D. (1990) Multi-nuclear relaxation time studies in undercooled aqueous electrolytes. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 94, pp. 342-348.

Lang, Elmar and Bradl, S. and Fink, W. and Radkowitsch, H. and Girlich, D. (1990) Nuclear magnetic resonance studies of supercooled aqueous electrolyte solutions. Journal of Physics: Condensed Matter 2, Supplem, p. 195.

Lang, Elmar and Girlich, D and Lüdemann, Hans-Dietrich and Piculell, L. and Müller, D. (1990) Proton spin–lattice relaxation rate in supercooled H₂O and H₂¹⁷O under high pressure. The Journal of Chemical Physics = J. Chem. Phys. 93 (7), pp. 4796-4803.

Speedy, R. J. and Prielmeier, F. X. and Vardag, T. and Lang, Elmar and Lüdemann, Hans-Dietrich (1989) Diffusion in simple fluids. Molecular physics: MP 66 (3), pp. 577-590.

Fink, W. and Radkowitsch, H. and Lang, Elmar (1988) Deuteron spin-lattice relaxation times in undercooled aqueous potassium- and cesium halide solutions. Zeitschrift für Naturforschung A 43a, pp. 538-546.

Lang, Elmar and Prielmeier, F. X. (1988) Multinuclear spin-lattice relaxation time studies of supercooled aqueous licl-solutions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 92, pp. 717-724.

Fink, W. and Lang, Elmar (1988) Pressure, temperature, and composition dependence of deuterium spin-lattice relaxation times in under- cooled mgcl2/D20 solutions. The Journal of Physical Chemistry: J. Phys. Chem. 92, p. 6440.

Fink, W. and Radkowitsch, H. and Lang, Elmar (1988) The p, T, c dependence of deuterium spin-lattice relaxation times in undercooled NaCl/D₂O and NaI/D₂O solutions. Chemical physics = Chem. Phys. 124 (2), pp. 239-249.

Prielmeier, F. X. and Lang, Elmar and Speedy, R. J. and Lüdemann, H.-D. (1988) The pressure dependence of self-diffusion in supercooled light and heavy water. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 92, pp. 1111-1117.

Prielmeier, F. X. and Lang, Elmar and Speedy, R J. and Lüdemann, H.-D. (1987) Diffusion in supercooled water to 300 MPa. Physical review letters 59 (10), pp. 1128-1131.

Lang, Elmar and Prielmeier, F. X. and Radkowitsch, H. and Lüdemann, Hans-Dietrich (1987) High pressure NMR study of the molecular dynamics of liquid fluoroform and deutero-fluoroform. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 91, pp. 1025-1033.

Lang, Elmar and Prielmeier, F. X. and Radkowitsch, H. and Lüdemann, Hans-Dietrich (1987) High pressure NMR study of the molecular dynamics of liquid methylfluoride and deutero-methylfluoride. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 91, pp. 1017-1025.

Radkowitsch, H. and Prielmeier, F. X. and Lang, Elmar and Lüdemann, H.-D. (1986) Density dependence of the molecular dynamics of fluid CH₃ F and CF₃ H studied by NMR. Physica B+C 139-140, pp. 96-99.

Lang, Elmar (1986) Physical-chemical limits for the stability of biomolecules. Advances in space research: including COSPAR information bulletin 6 (12), pp. 251-255.

Lang, Elmar and Lüdemann, H.-D. (1985) p,T,c-dependence of 2H spin-lattice-relaxation rates in supercooled licl-D20 solutions. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 89, pp. 508-516.

Lüdemann, Hans-Dietrich and Lang, Elmar (1984) Dynamics of pressurized and supercooled water and aqueous solutions studied by NMR. Journal de physique : Supplement. Colloque 45, C7/41-C7/48.

Lang, Elmar and Piculell, L. and Lüdemann, Hans-Dietrich (1984) Nuclear magnetic relaxation rate dispersion in supercooled heavy water under high pressure. The Journal of Chemical Physics : J. Chem. Phys. 81 (9), pp. 3820-3827.

Woznyj, M. and Lang, Elmar and Lüdemann, Hans-Dietrich (1984) Pressure dependence of the hydrophobic effect. A NMR study in the system T-butanol/D20. Journal de physique : Supplement. Colloque 45, C7/179-C7/183.

Prielmeier, F. X. and Lang, Elmar and Lüdemann, Hans-Dietrich (1984) Pressure dependence of the self-diffusion in liquid trifluoromethane. Molecular physics : MP 52 (5), pp. 1105-1113.

Lang, Elmar and Fink, W. and Lüdemann, H.-D. (1984) The p,T,c-dependence of deuterium spin-lattice relaxation rates in supercooled licl-, nacl- and mgcl2-D20 solutions. Journal de physique : Supplement. Colloque 45, C7/173-C7/177.

Lang, Elmar and Lüdemann, Hans-Dietrich (1982) Anomalien des flüssigen Wassers. Angewandte Chemie 94 (5), pp. 351-365.

Lang, Elmar and Lüdemann, H.-D. (1981) High pressure O-17 longitudinal relaxation time studies in supercooled H20 and D20. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 85, pp. 603-611.

Hauer, J. and Lang, Elmar and Lüdemann, Hans-Dietrich (1981) Pressure and temperature dependence of the longitudinal proton and deuteron relaxation rates in liquid H₂S and D₂S. Chemical physics 62 (1-2), pp. 195-205.

Lang, Elmar and Lüdemann, H.-D. (1981) Sauerstoff-17 Spin-Gitter-Relaxationszeiten T1 im unterkühlten leichten und schweren Wasser und Protonen T1-Messungen im leichten, mit O-17 angereicherten Wasser. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 85, pp. 1016-1017.

Lang, Elmar and Lüdemann, H.-D. (1980) Pressure and temperature dependence of the longitudinal deuterium relaxation rates in supercooled heavy water to 300 MPa and 190 K. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 84, pp. 462-470.

Völkel, G. and Lang, Elmar and Lüdemann, H.-D. (1979) High pressure high resolution NMR III: Concentration dependence of DV# and DG# for the rotation of the dimethylaminogroup in aqueous solutions of some N,N-dimethylamides. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 83, pp. 722-779.

Hauer, J. and Lang, Elmar and Lüdemann, H.-D. (1979) Pressure and temperature dependence of the longitudinal proton and deuteron relaxation rates in NH3 and ND3. Berichte der Bunsen-Gesellschaft: physical chemistry, chemical physics 83, pp. 1262-1269.

Lüdemann, Hans-Dietrich and Rauchschwalbe, R. and Lang, Elmar (1977) Bestimmung des Aktivierungsvolumens einfacher molekularer Umlagerungen mit hochauflösender ¹H-NMR-Spektroskopie bei hohen Drücken. Angewandte Chemie 89 (5), pp. 340-341.

Lang, Elmar and Rauchschwalbe, R. and Lüdemann, H.-D. (1977) Determination of the activation volume of the rotation of the dimethylamino-group in N,N-dimethylamides. High temperatures, high pressures 9, pp. 519-520.

Lüdemann, Hans-Dietrich and Lang, Elmar and Westhof, E. (1977) PMR study of N6, N6-dimethyladenosine conformations under high pressure. FEBS Letters 80 (1), pp. 107-110.

Lang, Elmar and Lüdemann, Hans-Dietrich (1977) Pressure and temperature dependence of the longitudinal proton relaxation times in supercooled water to -87°C and 2500 bar. The Journal of Chemical Physics = J. Chem. Phys. 67 (7), pp. 718-723.

Book Section

Gruber, Peter and Gutch, Harold W. and Theis, Fabian J. (2009) Hierarchical Extraction of Independent Subspaces of Unknown Dimensions. In: Adali, T., (ed.) Independent component analysis and signal separation, ICA 2009, Paraty, Brazil, March 15 - 18, 2009; proceedings. Lecture notes in computer science, 5441. Springer, Berlin, pp. 259-266. ISBN 978-3-642-00598-5 (print), 978-3-642-00599-2 (e-book).

Gruber, Peter and Kohler, Christian and Theis, Fabian J. (2007) A toolbox for model-free analysis of fmri data. In: Davies, Mike E. and James, Christopher J., (eds.) Independent Component Analysis and Signal Separation. 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Proceedings. Lecture notes in computer science, 4666. Springer, Berlin, pp. 209-217. ISBN 978-3-540-74493-1 (Printausgabe), 978-3-540-74494-8 (e-book).

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).

Gutch, Harold W. and Theis, Fabian J. (2007) Independent Subspace Analysis Is Unique, Given Irreducibility. In: Davies, Mike E. and James, Christopher J., (eds.) Independent Component Analysis and Signal Separation. 7th International Conference, ICA 2007, London, UK, September 9-12, 2007. Proceedings. Lecture notes in computer science, 4666. Springer, Berlin, pp. 49-56. ISBN 978-3-540-74493-1 (Printausgabe), 978-3-540-74494-8 (e-book).

Meilinger, Manuel and Gruber, Peter and Schmidgunst, Christian and Schütz, Oliver and Lang, Elmar (2007) Maschinelle Lernverfahren zur adaptiven, anisotropen Rauschreduzierung in 3d - Datensätzen von Röntgentomographen. In: Fix, M. K. and Manser, P. and Mini, Roberto, (eds.) Dreiländertagung Medizin Physik. UNSPECIFIED.

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.

Georgiev, P. and Pardalos, P. and Theis, Fabian J. and Cichocki, A. and Bakardjian, H. (2007) Sparse Component Analysis: a New Tool for Data Mining. In: Pardalos, P. and Boginski, V. and Vazacopoulos, A., (eds.) Data mining in biomedicine. Optimization and its applications, 7, Part I. Springer, New York, pp. 91-116. ISBN 0-387-69318-1, 978-0-387-69318-7.

Lutter, D. and Stadlthanner, K. and Theis, Fabian J. and Lang, Elmar and Tomé, A. M. and Becker, B. and Vogt, T. (2006) Analyzing gene expression profiles with ICA. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim. ISBN 0-88986-576-0.

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.

Kawanabe, M. and Theis, Fabian J. (2006) Estimating Non-Gaussian Subspaces by Characteristic Functions. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, pp. 157-164. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book).

Texeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, Peter and Martins da Silva, A. (2006) Extraction and separation of high-amplitude artifacts in electroencephalograms from epileptic patients. In: Ruggiero, C., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim, pp. 270-275. ISBN 0-88986-576-0.

Gruber, Peter and Theis, Fabian J. (2006) Grassmann clustering. In: (Proceedings of ) EUSIPCO 2006: 14th European Signal Processing Conference; September 4 - 8, Florence, Italy. CD-ROM. UNSPECIFIED, Piscataway, NJ.

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.

Squartini, S. and Theis, Fabian J. (2006) New Riemannian metrics for speeding-up the convergence of over- and underdetermined ICA. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2006, May 21 - 24, 2006 ,Kos, Greece. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9389-9.

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).

Theis, Fabian J. and Inouye, Y. (2006) On the use of joint diagonalization in blind signal processing. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2006, May 21 - 24, 2006 ,Kos, Greece. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9389-9.

Georgiev, P. and Theis, Fabian J. and Cichocki, A. (2006) Optimization Algorithms for Sparse Representations and Applications. In: Hager, William W., (ed.) Multiscale Optimization Methods and Applications. Nonconvex Optimization and Its Applications, 82. Springer, New York, NY, pp. 85-99. ISBN 978-0-387-29550-3 (e-book), 978-0-387-29549-7 (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).

Stadlthanner, K. and Theis, Fabian J. and Lang, Elmar and Tomé, A. and Puntonet, C. G. and Gomez-Vilda, P. and Langmann, T. and Schmitz, G. (2006) Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, pp. 254-261. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book).

Theis, Fabian J. and Tanaka, T. (2006) Sparseness by Iterative Projections Onto Spheres. In: 2006 IEEE International Conference on Acoustics, Speech and Signal Processing, 2006, ICASSP 2006 : 14 - 19 May 2006, Toulouse, France; proceedings. IEEE Operations Center, Piscataway, NJ, V-V. ISBN 1-424-40469-X.

Meyer-Bäse, A. and Thümmler, V. and Theis, Fabian J. (2006) Stability analysis of an unsupervised competitive neural network. In: International Joint Conference on Neural Networks, IJCNN '06 : 16 - 21 July 2006, Vancouver, BC, Canada, 16 - 21 July 2006; proceedings. IEEE Service Center, Piscataway, NJ. ISBN 0-7803-9490-9.

Theis, Fabian J. and Kawanabe, M. (2006) Uniqueness of non-gaussian subspace analysis. In: Rosca, J., (ed.) Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006. Proceedings. Lecture notes in computer science, 3889. Springer, Berlin, pp. 917-925. ISBN 3-540-32630-8 (print), 978-3-540-32630-4 (e-book).

Theis, Fabian J. and Tanaka, T. (2005) A fast and efficient method for compressing fMRI data sets. In: Duch, Włodzisław, (ed.) Artificial neural networks: formal models and their applications - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3697. Springer, Berlin, pp. 769-777. ISBN 978-3-540-28752-0.

Böhm, Matthias and Stadlthanner, Kurt and Lang, Elmar W. and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. (2005) A hybridization of simulated annealing and local PCA for automatic component assignment within ICA. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin, pp. 1075-1082. ISBN 3-540-26208-3.

Theis, Fabian J. and Gruber, Peter and Keck, I. R. and Tomé, A. M. and Lang, Elmar (2005) A spatiotemporal second-order algorithm 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, pp. 194-201. ISBN 0863415202, 9780863415203.

Böhm, Matthias and Stadlthanner, Kurt and Lang, Elmar W. and Theis, Fabian J. and Gruber, Peter and Tomé, A. M. and Teixeira, A. R. and Puntonet, C. G. (2005) An algorithm for automatic assignment of artifact-related independent components in biomedical signal analysis. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005: July 31 - August 4, 2005, Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, pp. 2463-2468. ISBN 0-7803-9048-2, 0-7803-9049-0.

Meyer-Bäse, A. and Gruber, Peter and Theis, Fabian J. and Wismüller, A. and Ritter, H. (2005) Application of unsupervised clustering methods to biomedical image analysis. In: Proc. of Workshop on Self-Organizing Maps (WSOM); Paris, France, 2005. UNSPECIFIED, pp. 621-628.

Böhm, Matthias and Stadlthanner, Kurt and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. and Lang, Elmar (2005) AutoAssign - an automated assignment tool for independent components. In: Marques, Jorge S., (ed.) Pattern recognition and image analysis: second Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7 - 9, 2005; proceedings. Part 2. Lecture notes in computer science, 3523. Springer, Berlin, pp. 75-82. ISBN 3-540-26154-0.

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.

Górriz, J. M. and Ramírez, J. and Puntonet, C. G. and Theis, Fabian J. and Lang, Elmar (2005) Bispectrum-based statistical tests for VAD. In: Duch, Włodzisław, (ed.) Artificial neural networks: formal models and their applications - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3697. Springer, Berlin, pp. 541-546. ISBN 978-3-540-28752-0.

Theis, Fabian J. (2005) Blind signal separation into groups of dependent signals using joint block diagonalization. In: Proceedings / IEEE International Symposium on Circuits and Systems, ISCAS 2005, 23-26 May 2005, Kobe, Japan. IEEE Service Center, Piscataway, NJ, pp. 5878-5881. ISBN 0-7803-9389-9.

Keck, I. R. and Lang, Elmar and Nassabay, S. and Puntonet, C. G. (2005) Clustering of signals using incomplete independent component analysis. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin. ISBN 3-540-26208-3.

Stadlthanner, Kurt and Theis, Fabian J. and Puntonet, C. G. and Lang, Elmar (2005) Extended sparse nonnegative matrix factorization. In: Cabestany, Joan, (ed.) Computational intelligence and bioinspired systems: 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Barcelona, Spain, June 8 - 10, 2005; proceedings. Lecture notes in computer science, 3512. Springer, Berlin, pp. 249-256. ISBN 3-540-26208-3.

Theis, Fabian J. and Stadlthanner, K. and Tanaka, T. (2005) First results on uniqueness of sparse non-negative matrix factorization. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. UNSPECIFIED.

Theis, Fabian J. and Gruber, Peter and Keck, I. R. and Lang, Elmar (2005) Functional MRI analysis by a novel spatiotemporal ICA algorithm. In: Duch, Włodzisław, (ed.) Artificial neural networks: Biological inspirations - ICANN 2005: 15th international conference, Warsaw, Poland, September 11-15, 2005; proceedings. Lecture notes in computer science, 3696. Springer, Berlin, pp. 677-682. ISBN 978-3-540-28752-0.

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.

Theis, Fabian J. (2005) Multidimensional independent component analysis using characteristic functions. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. UNSPECIFIED.

Texeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, P. and Martins da Silva, A. (2005) On the use of clustering and local singular spectrum analysis to remove ocular artefacts from electroencephalograms. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN) 2005 : July 31 - August 4, 2005,Montréal, Québec, Canada. IEEE Operations Center, Piscataway, NJ, pp. 2514-2519. ISBN 0-7803-9048-2, 0-7803-9049-0.

Teixeira, A. R. and Tomé, A. M. and Lang, Elmar and Gruber, Peter and Martins da Silva, A. (2005) Removal of ocular artefacts from electroencephalograms using singular spectrum 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, pp. 24-29. ISBN 0863415202, 9780863415203.

Theis, Fabian J. and Gruber, Peter and Keck, I. R. and Meyer-Bäse, A. and Lang, Elmar (2005) Spatiotemporal blind source separation using double-sided approximate joint diagonalization. In: 13. European Signal Processing Conference, EUSIPCO 2005; 4 - 8 September 2005, Antalya, Turkey; proceedings; conference CD. UNSPECIFIED.

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.

Theis, Fabian J. and Kohl, Z. and Kuhn, H. and Stockmeier, H. and 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, pp. 209-212. ISBN 0-88986-408-X.

Gruber, Peter and Theis, Fabian J. and Tomé, A. M. and 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.

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, pp. 223-228. ISBN 0-7803-8894-1(elektron. Ausgabe).

Theis, Fabian J. and Georgiev, P. and 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, pp. 320-327. ISBN 0-7354-0217-5 .

Georgiev, P. and Theis, Fabian J. and 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, pp. 493-496. ISBN 0-7803-8484-9.

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.

Meyer-Bäse, A. and Theis, Fabian J. and Lange, O. and Wismüller, A. (2004) Clustering of independent components: A new paradigm for fMRI signal detection. In: Proceedings / 2004 IEEE International Joint Conference on Neural Networks (IJCNN): Budapest, Hungary, 25 - 29 July 2004. IEEE Service Center, Piscataway, NJ, pp. 1947-1952. ISBN 0-7803-8359-1.

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 Theis, Fabian J. and Stadlthanner, K. and Lang, Elmar and Tomé, A. and 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, pp. 2071-2076. ISBN 0-7803-8359-1.

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.

Alvarez, M. and Rojas, F. and Lang, Elmar W. and Rojas, I. and Puntonet, C. and Salmeron, M. (2004) Lattice ICA for the separation of speech signals. In: Verleysen, Michel, (ed.) Proceedings / 12th European Symposium on Artificial Neural Networks, ESANN 2004: Bruges, Belgium, April 28 - 30, 2004. d-side, Evere, Belgium, pp. 337-342.

Theis, Fabian J. and 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, pp. 205-210. ISBN 2-930307-04-8.

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 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, pp. 2199-2204. ISBN 0-7803-8359-1.

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 Georgiev, P. and 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, pp. 343-348. ISBN 2-930307-04-8.

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.

Theis, Fabian J. and 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, pp. 217-222. ISBN 2-930307-04-8.

Karvanen, J. and 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, pp. 312-319. ISBN 0-7354-0217-5.

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, 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, pp. 1705-1708. ISBN 3-200-00148-8 (Buch), 3-200-00165-8 (CD-ROM).

Theis, F. and Kohl, Z. and Guggenberger, C. and Kuhn, H. G. and Lang, Elmar (2004) ZANE - an algorithm for counting labelled cells in section images. In: Hlawatsch, Franz, (ed.) Proceedings / XII. European Signal Processing Conference, EUSIPCO 2004: September 6 - 10, 2004, Vienna, Austria. TU Wien, Wien. ISBN 3-200-00148-8 (Buch), 3-200-00165-8 (CD-ROM).

Stadlthanner, K. and Tomé, A. and Theis, Fabian J. and Lang, Elmar (2003) A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artifacts from 2D NMR Spectra. 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. 575-582. ISBN 3-540-40211-X.

Alvarez, M. and Rojas, F. and Puntonet, C. and Ortega, J. and Theis, F. and Lang, Elmar (2003) A Geometric ICA Procedure Based on a Lattice of the Observation Space. In: Amari, S., (ed.) Proceedings: Fourth International Symposium on Independent Component Analysis and Blind Signal Separation, April 1 - 4, 2003, Nara, Japan (ICA ). UNSPECIFIED, Tokyo, pp. 1101-1106. ISBN 4-9901531-1-1.

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 Hartl, D. and Krauss-Etschmann, S. and Lang, Elmar (2003) Adaptive Signal Analysis of Immunological Data. In: Proc. of Int. Conf. Information Fusion (IF), Cairns, Australia, 2003. UNSPECIFIED, pp. 1063-1069.

Theis, Fabian J. and Alvarez, M. and Puntonet, C. and Lang, Elmar (2003) An Adaptive Approach to Blind Source Separation Using a Self-Organizing Map and a Neural Gas. 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. 695-702. ISBN 3-540-40211-X.

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.

Tomé, A. M. and Lang, Elmar (2003) Approximate Diagonalization Approach to Blind Source Separation with a Subset of Matrices. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 105-109. ISBN 0-7803-7946-2 .

Stadlthanner, K. and Tomé, A. and Theis, Fabian J. and Gronwald, W. and Kalbitzer, Hans Robert and Lang, Elmar (2003) Blind Source Separation of Water Artefacts in NMR Spectra using a Matrix Pencil. 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. 167-172. ISBN 4-9901531-1-1.

Theis, Fabian J. and Hartl, D. and Krauss-Etschmann, S. and Lang, Elmar (2003) Classification of immunological data using independent component analysis and neural networks. In: Hamza, M. H., (ed.) Proceedings of the Fourth IASTED International Conference on Biomedical Engineering: February 15 - 17, 2006, Innsbruck, Austria. Acta Press, Anaheim. ISBN 0-88986-353-9.

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.

Bauer, Christoph and Theis, F. and Baeumler, W. and Lang, Elmar W. (2003) Local Features in Biomedical Image Clusters extracted with 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. 81-84. ISBN 0-7803-7898-9, 0-7803-7899-7.

Theis, Fabian J. (2003) Mathematics in Independent Component Analysis. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 609-610. ISBN 0-7803-7946-2 .

Theis, Fabian J. and Hartl, D. and Krauss-Etschmann, S. and Lang, Elmar (2003) Neural Network Signal Analysis in Immunology. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 235-238. ISBN 0-7803-7946-2 .

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.

Krause, A. and Mehlhorn, A. and Hartl, D. and Theis, Fabian J. and Riedl, V. and Preis, S. and Feike, K. and Greiner, L. and Heiss, K. and Gerauer, K. and Stangl, M. (2003) PDA-based decision support and documentation for transplantation surgery data. In: Mobiles Computing in der Medizin (MoCoMed); Proceedings. Lecture Notes in Informatics, 24. GI-Edition, pp. 47-51.

Stadlthanner, K. and Tomé, A. M. and Theis, Fabian J. and Gronwald, W. and Kalbitzer, Hans Robert and Lang, Elmar (2003) Removing Water Artefacts from 2D Protein NMR Spectra using GEVD with Congruent Matrix Pencils. In: Proceedings / Seventh International Symposium on Signal Processing and its Applications (ISSPA): July 1 - 4, 2003, Paris, France. Vol. 2. IEEE Operations Center, Piscataway, NJ, pp. 85-88. ISBN 0-7803-7946-2 .

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 (2002) Formalization of the Two-Step Approach to Overcomplete BSS. 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. 207-212. ISBN 0-88986-340-7.

Theis, Fabian J. and Lang, Elmar (2002) Geometric Overcomplete ICA. In: Verleysen, Michel, (ed.) Proceedings / 10th European Symposium on Artificial Neural Networks, ESANN'2002: Bruges, Belgium, April 24 - 25 - 26, 2002. d-side, Evere, Belgium, pp. 217-223. ISBN 2-930307-02-1.

Theis, Fabian J. and Lang, Elmar (2002) How to generalize Geometric ICA to higher dimensions. In: Verleysen, Michel, (ed.) Proceedings / 10th European Symposium on Artificial Neural Networks, ESANN'2002: Bruges, Belgium, April 24 - 25 - 26, 2002. d-side, Evere, Belgium, pp. 205-211. ISBN 2-930307-02-1.

Schels, A. and Leim, D. and Lang, Elmar (2002) Neural network models for error classification and manufacturing yield forecast. In: Proc. of Int. Conf. Modelling and Analysis of Semiconductor Manufacturing (MASM), Tempe, Arizona, 2002. UNSPECIFIED, pp. 296-301.

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.

Ziegaus, Christian and Lang, Elmar (2001) A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images. In: Bio-Inspired Applications of Connectionism. 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13–15, 2001. Proceedings, Part II. Lecture notes in computer science, 2085. Springer, Berlin, pp. 295-302. ISBN 3-540-42237-4 (print und e-book).

Habl, M. and Bauer, Ch. and Lang, Elmar W. (2001) Analyzing biomedical signals with probabilistic ICA and kernel-based source density estimation. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, pp. 219-255. ISBN 3-906454-25-8.

Bauer, Ch. and Puntonet, C. G. and Alvarez, M. R. and Lang, Elmar W. (2001) Analyzing brain tumor related EEG signals using adaptive geometric ICA algorithms. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, pp. 181-185. ISBN 3-906454-25-8.

Mies, Ch. and Bauer, Ch. and Ackermann, G. and Bäumler, W. and Abels, C. and Puntonet, C. G. and Alvarez, M. R. and Lang, Elmar (2001) Can ICA Help Classify Skin Cancer and Benign Lesions? In: Mira, José, (ed.) Bio-inspired applications of connectionism. Proceedings / 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, Granada, Spain, June 13 - 15, 2001. Part 2. Lecture notes in computer science, 2085. Springer, Berlin, pp. 328-335. ISBN 3-540-42237-4 (print und e-book).

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.

Theis, Fabian J. and Lang, Elmar (2001) Maximum Entropy and Minimal Mutual Information in a Nonlinear Model. In: 3rd International Conference on Independent Component Analysis and Signal Separation (ICA 2001) : San Diego, California, December 9 - 13, 2001. Proceedings. UNSPECIFIED, San Diego, USA, pp. 669-674.

Ziegaus, Ch. and Lang, Elmar W. (2001) Neural-JADE applied to natural and urban images. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, pp. 226-233. ISBN 3-906454-25-8.

Theis, F. and Bauer, Christoph and Puntonet, C. and Lang, Elmar (2001) Pattern Repulsion Revisited. In: Proc. IWANN 2001. Lecture notes in computer science, 2085. Springer, Berlin, pp. 778-786.

Mies, Ch. and Bauer, Ch. and Lang, Elmar W. and Ackermann, G. and Bäumler, W. (2001) Skin tumor classification using independent component analysis. In: Sebaaly, Milad Fares, (ed.) Proceedings of the International NAISO Congress on Information Science Innovations: March 17 - 21, 2001, Dubai, U.A.E. / ISI 2001. ICSC Acad. Press, pp. 186-192. ISBN 3-906454-25-8.

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.

Bauer, Ch. and Lang, Elmar and Puntonet, C. G. and Alvarez, M. R. (2000) Analyzing brain tumor related EEG signals using adaptive geometric ICA algorithms. In: Haghdy, Fazel and Kurfess, F., (eds.) Proc. of ISA/CI. ICSC Academic Press/Canada, pp. 392-397.

Habl, M. and Bauer, Ch. and Ziegaus, Ch. and Lang, Elmar (2000) Analyzing brain tumor related EEG signals with ICA algorithms. In: Malmgren, H., (ed.) Artificial neural networks in medicine and biology: proceedings of the ANNIMAB-1 conference, Göteborg, Sweden, 13 - 16 May 2000. Springer, London/Berlin, pp. 131-136. ISBN 1-85233-289-1.

Habl, M. and Bauer, Ch. and Ziegaus, Ch. and Lang, Elmar and Schulmeyer, F. (2000) Can ICA help identify brain tumor related 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. 609-614. 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.

Ganslmeier, B. and Schels, A. and Lang, Elmar W. (2000) PCA and ICA analysis of process control data obtained during si-wafer manufacturing. 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. 72-77. ISBN 0-88986-302-4.

Bauer, Ch. and Habl, M. and Ziegaus, Ch. and Lang, Elmar and Puntonet, C. G. and Schulmeyer, F. (2000) Probabilistic ICA with kernel-based source density estimation as a diagnostic aid to identify brain tumor related EEG signals. In: Haghdy, Fazel and Kurfess, F., (eds.) Proc. of ISA/CI. Vol. 2. ICSC Academic Press/Canada, pp. 411-418.

Bauer, Ch. and Habl, M. and Lang, Elmar and Puntonet, C. G. and Alvarez, M. R. (2000) Probabilistic and geometric ICA applied to the separation of EEG signals. In: Hamza, M. H., (ed.) Signal processing and communications: proceedings of the IASTED international conference, September 19 - 22, 2000, Marabella [i.e. Marbella], Spain. IASTED (The International Association of Science and Technology for Development), Anaheim, Calif., pp. 339-346. ISBN 0-88986-302-4.

Bauer, Ch. and Puntonet, C. G. and Alvarez, M. R. and Lang, Elmar W. (2000) Separation of brain tumor related EEG signals with geometric procedures. In: Fyfe, Colin, (ed.) Proceedings of the Second ICSC Symposium on Engineering of Intelligent Systems, EIS 2000: June 27 - 30, 2000, University of Paisley, Scotland, U.K. ICSC (International Computer Science Conventions) Canada, Wetaskiwin AB, Canada, pp. 104-108. 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.

Burger, Thomas and Lang, Elmar (1999) A network model for the emergence of orientation maps and local lateral circuits. In: Mira, José, (ed.) Foundations and tools for neural modeling. IWANN’99, Alicante, Spain, June 2–4, 1999. Proceedings, Volume I. Lecture notes in computer science, 1606. Springer, Berlin, pp. 421-430. ISBN 3-540-66069-0.

Bauer, Ch. and Burger, T. and Lang, Elmar (1999) A neural network model for the self-organization of cortical grating cells. In: Elsner, Norbert and Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 1). Thieme, Stuttgart. ISBN 3-13-118411-6 .

Bauer, Ch. and Burger, T. and Lang, Elmar (1999) A neural network model for the self-organization of cortical grating cells. In: Mira, José, (ed.) Foundations and tools for neural modeling. International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2 - 4, 1999. Proceedings. vol. Lecture notes in computer science, 1606. Springer, Berlin, pp. 431-441. ISBN 3-540-66069-0.

Burger, T. and Lang, Elmar (1999) Emergence of orientation maps and local lateral circuits in the visual cortex: A new hebbian model with afferent and lateral plasticity. In: Elsner, Norbert and Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 1). Thieme, Stuttgart. ISBN 3-13-118411-6 .

Ziegaus, Christian and Lang, Elmar (1999) Independent component extraction of natural images based on fourth-order cumulants. In: Cardoso, J. F. and Jutten, Ch. and Loubation, Ph., (eds.) ICA '99: International Workshop on Independent Component Analysis and Signal Separation, Aussois, France, January 11 - 15, 1999. UNSPECIFIED, pp. 115-121.

Ziegaus, Ch. and Lang, Elmar (1999) Localized, oriented, bandpass receptive fields from 4th order statistical properties of natural images. In: Elsner, Norbert and Eysel, Ulf, (eds.) From molecular neurobiology to clinical neuroscience (Proceedings of the 1st Göttingen conference of the German Neuroscience Society, vol. 2). Thieme, Stuttgart. ISBN 3-13-118411-6 .

Ziegaus, Christian and Lang, Elmar (1999) Neural implementation of the JADE-algorithm. In: Mira, José, (ed.) Engineering Applications of Bio-Inspired Artificial Neural Networks. IWANN’99, Alicante, Spain, June 2–4, 1999. Proceedings, Volume 2. Lecture notes in computer science, 1607. Springer, Berlin, pp. 487-496. ISBN 3-540-66068-2 (print und e-book).

Burger, Thomas and Lang, Elmar (1997) A CBL network model with intracortical plasticity and natural image stimuli. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, pp. 225-230. ISBN 3-540-63631-5.

Stetter, M. and Obermayer, K. and Lang, Elmar (1997) A model for simultaneous ON-OFF and ocular dominance segregation in area 17 via synaptic clustering. In: Elsner, Norbert and Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart.

Brunner, K. and Kussinger, M. and Stetter, M. and Lang, Elmar (1997) A neural network model for cortical grating cells. In: Elsner, Norbert and Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart.

Ziegaus, Ch. and Kussinger, M. and Burger, T. and Lang, Elmar (1997) Coding schemes and statistics of images. In: Elsner, Norbert and Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart.

Burger, T. and Kussinger, M. and Ziegaus, C. and Lang, Elmar (1997) Emergence of orientation maps in area 17 of the cerebral cortex: A correlation-based model with afferent and lateral plasticity of synaptical weights and real input patterns. In: Elsner, Norbert and Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart.

Kussinger, M. and Grünbauer, R. and Stetter, M. and Lang, Elmar (1997) Prenatal development of feature maps with pure positive input activities. In: Elsner, Norbert and Wässle, Heinz, (eds.) Proceedings of the 25th Göttingen Neurobiology Conference 1997. Thieme, Stuttgart.

Ziegaus, Christian and Lang, Elmar (1997) Statistics of natural and urban images. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, pp. 219-224. ISBN 3-540-63631-5 (print und e-book).

Stetter, M. and Lang, Elmar and Obermayer, K. (1997) Synapse clustering can drive simultaneous ON-OFF and ocular dominance segregation in a model of area 17. In: Gerstner, Wulfram, (ed.) Artificial neural networks - ICANN '97: 7th international conference, Lausanne, Switzerland, October 8 - 10, 1997; proceedings. Lecture notes in computer science, 1327. Springer, Berlin, pp. 189-194. ISBN 3-540-63631-5.

Kussinger, M. and Lang, Elmar and Stetter, M. (1995) Prenatal development of feature maps with pure positive input activities. In: Elsner, Norbert and Menzel, R., (eds.) Learning and memory. Proceedings of the 23th Göttingen Neurobiology Conference 1995. vol. 1. Thieme, Stuttgart. ISBN 3-13-101881-X.

Stetter, M. and Schels, A. and Lang, Elmar (1995) Prenatal self-organization of orientation maps simulated in a neural network. In: Elsner, Norbert and Menzel, R., (eds.) Learning and memory. Proceedings of the 23th Göttingen Neurobiology Conference 1995. vol. 1. Thieme, Stuttgart. ISBN 3-13-101881-X.

Stetter, M. and Kussinger, M. and Schels, A. and Seeger, E. and Lang, Elmar (1995) Self-organization of cortical receptive fields and columnar structures in a hebb-trained neural network. In: Mira, José, (ed.) From natural to artificial neural computation; proceedings of the International Workshop on Artificial Neural Networks (IWANN '95), Malaga-Torremolinos, Spain, June 7 - 9. Lecture notes in computer science, 930. Springer, Berlin, pp. 37-44. ISBN 3-540-59497-3; 0-387-59497-3 (print und e-book).

Lang, Elmar and Fink, W. and Radkowitsch, H. (1991) Multi-nuclear relaxation time studies in undercooled aqueous electrolytes. In: Dore, John C., (ed.) Hydrogen-bonded liquids: proceedings of the NATO Advanced Study Institute on Hydrogen-Bonded Liquids: Cargèse, Corsica, France, April 3 - 15, 1989. NATO ASI series: Series C, Mathematical and physical sciences, 329. Kluwer, Dordrecht, 393ff. ISBN 0-7923-1055-1.

Lang, Elmar and Lüdemann, H.-D. (1991) The properties of hydrogen bonded liquids studied by high pressure NMR. In: Dore, John C., (ed.) Hydrogen-bonded liquids: proceedings of the NATO Advanced Study Institute on Hydrogen-Bonded Liquids: Cargèse, Corsica, France, April 3 - 15, 1989. NATO ASI series: Series C, Mathematical and physical sciences, 329. Kluwer, Dordrecht, 333ff. ISBN 0-7923-1055-1.

Lang, Elmar W. and Lüdemann, Hans-Dietrich (1990) High pressure NMR studies on water and aqueous solutions. In: Jonas, J., (ed.) High pressure NMR. NMR: basic principles and progress, 24. Springer, pp. 129-188. ISBN 3-540-52938-1, 0-387-52938-1.

Lang, Elmar and Radkowitsch, H. and Fink, W. (1989) Multinuclear spin-lattice relaxation time studies of supercooled aqueoussalt solutions under high pressure. In: Novikov, N. V., (ed.) High pressure science and technology ; proceedings XI. AIRAPT International Conference [Kiev, USSR, 12 - 17 July 1987]. Naukova Dumka, Kiev. ISBN 5-12-001176-4 (Gesamt).

Lang, Elmar and Picullell, L. (1986) New results of high-pressure NMR studies on supercooled water and aqueous electrolyte solutions. In: Neilson, G. W. and Enderby, J. E., (eds.) Water and aqueous solutions: proceedings of the37th Symposium of the Colston Research Society, held in the University of Bristol in April 1985. Colston papers, 37. Hilger, Bristol. ISBN 0-85274-576-1.

Lang, Elmar and Lüdemann, H.-D. (1982) O-17 and proton spin-lattice relaxation time studies in supercooled H20 and D20 enriched with O-17. In: Franks, Felix, (ed.) Biophysics of water: proc. of a working conference, held at Girton College, Cambridge, June 29 - July 3, 1981. Wiley, Chichester, pp. 246-248. ISBN 0-471-10229-6.

Hauer, J. and Lang, Elmar and Lüdemann, H.-D. (1981) High pressure HRNMR: The p- and T-dependence of the hindered motions of the amide group in a series of naphthoic acid- and benzamides. In: Backman, C.-M. and Johannisson, T. and Tegner, L., (eds.) High pressure in research and industry: 8. AIRAPT Conference, 19. EHPRG Conference, 17-22 Aug. 1981, Uppsala ; proceedings. Vol. 2. UNSPECIFIED, pp. 680-683.

Lang, Elmar and Lüdemann, H.-D. (1981) High pressure spin-lattice-relaxation time studies in supercooled H20 and D20 enriched with O-17. In: Backman, C.-M. and Johannisson, T. and Tegner, L., (eds.) High pressure in research and industry: 8. AIRAPT Conference, 19. EHPRG Conference, 17-22 Aug. 1981, Uppsala ; proceedings. Vol. 1. UNSPECIFIED, pp. 298-301.

Hauer, J. and Völkel, G. and Lang, Elmar and Lüdemann, H.-D. (1980) High pressure high resolution NMR: Pressure dependence of the hindered rotation of the amide group in higher amides. In: Vodar, Boris and Marteau, Ph., (eds.) High pressure science and technology. Vol. 2: Molecular and chemical physics, chemistry, biological effects, Geo and planetary sciences, new resources, dynamic pressures, high pressure safety. Pergamon Press, Oxford, pp. 794-796. ISBN 0-08-024774-1.

Lang, Elmar and Lüdemann, Hans-Dietrich (1980) High pressure studies on the mobility of supercooled water: Deuterium longitudinal relaxation time studies on D20. In: Straub, J. and Grigull, U., (eds.) Water and steam : their properties and current industrial applications ; proceedings of the 9th International Conference on Properties of Steam, held at the Technische Universität München, F.R.G., 10-14 September 1979. Pergamon Press, Oxford, p. 255. ISBN 0-08-025431-4.

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.

Böhm, Matthias and Stadlthanner, Kurt and Tomé, A. M. and Gruber, Peter and Teixeira, A. R. and Theis, Fabian J. and Puntonet, C. G. and Lang, Elmar (2005) On the use of simulated annealing to automatically assign independent components. In: Iberian Conf. Pattern Recognition Image Analysis (IbPRIA), 2005, Estoril, Portugal.

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

Georgiev, P. and Theis, Fabian J. and 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.

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.

Stadlthanner, K. and Tomé, A. and Theis, Fabian J. and Gronwald, W. and Kalbitzer, Hans Robert and Lang, Elmar (2003) On the use of independent component analysis to remove water artefacts of 2D NMR protein spectra. In: 7th Portuguese Conf. Biomed. Engineering (bioeng 2003).

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 Meyer-Bäse, Anke (2006) Biomedical signal analysis: contemporary methods and applications. MIT Press, Cambridge, Mass. ISBN 978-0-262-01328-4.

Georgiev, P. and Pardalos, P. and Theis, F. and Cichocki, A. (2004) A Bilinear Algorithm for Sparse Representations. UNSPECIFIED, Como, Italy.

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

Meyer-Bäse, A. and Theis, F. and Lange, O. and Wismüller, A. (2004) Clustering of Dependent Components: A New Paradigm for fMRI Signal Detection. UNSPECIFIED, Budapest, Hungary, pp. 1947-1952.

Meyer-Bäse, A. and Theis, F. and Lange, O. and Puntonet, C. (2004) Tree–dependent and topographic independent component analysis for fMRI analysis. UNSPECIFIED, Granada, Spain, pp. 782-789.

Theis, Fabian J. (2003) Geometric source separation: algorithms and applications. Berichte aus der Medizinischen Informatik und Bioinformatik. Shaker, Aachen. ISBN 3-8322-2388-6.

Theis, F. (2002) Geometric ICA in overcomplete and high-dimensional settings. UNSPECIFIED, Windberg, Germany, pp. 1-13.

Theis, F. (2002) Mathematics in Independent Component Analysis. UNSPECIFIED.

Theis, F. (2001) A Geometric Algorithm for Overcomplete Linear ICA. UNSPECIFIED, Windberg, Germany, pp. 67-76.

Thesis of the University of Regensburg

Böhm, Matthias (2013) Mathematical modeling of human brain physiological data. PhD, Universität Regensburg

Zeiler, Angela (2013) Weighted Sliding Empirical Mode Decomposition and its application to neuromonitoring data. PhD, Universität Regensburg

Senninger, Dominik (2011) Analysis of electron diffraction patterns from carbon nanotubes with image processing to determine structural parameters. PhD, Universität Regensburg

Meilinger, Manuel (2011) Metal artifact reduction and image processing of cone-beam computed tomography data for mobile C-arm CT devices. Dissertationsreihe der Fakultät für Physik der Universität Regensburg 20, PhD, Universität Regensburg

Fischer, Volker (2011) Analysis of connectivity between local multi-variate patterns of functional MRI data. PhD, Universität Regensburg

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

Schachtner, Reinhard (2010) Extensions of non-negative matrix factorization and their application to the analysis of wafer test data. PhD, Universität Regensburg

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

Schmidgunst, Christian (2008) Modell zur Konditionierung von Festkörperdetektoren für die 2D/3D-Röntgenbildgebung mit mobilen C-Bogensystemen. PhD, Universität Regensburg

Stadlthanner, Kurt (2007) Novel postprocessing methods to remove the water resonance from protein NMR spectra. PhD, Universität Regensburg

Schels, Armin (2002) Neuronale Netzwerkmodelle zur Analyse hochdimensionaler, multisensorischer Datensätze prozessierter Si-Wafer. PhD, Universität Regensburg

Ackermann, Günther (2001) Photophysikalische Grundlagen zur Fluoreszenzdiagnostik von Tumoren der Haut. PhD, Universität Regensburg

Other

Theis, Fabian J. and Hartl, D. and Krauss-Etschmann, S. and Lang, Elmar (2005) Neural network signal analysis to detect diagnostic markers in pediatric lung diseases. Computers in medicine. .

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

Georgiev, P. and Pardalos, P. and Theis, Fabian J. and Cichocki, A. and Bakardjian, H. (2004) Sparse Component Analysis: a New Tool for Data Mining. In: Proc. of Data Mining in Biomedicine. Kluwer, Netherlands.

Krause, A. and Mehlhorn, A. and Hartl, D. and Theis, Fabian J. and Riedl, V. and Preis, S. and Feike, K. and Greiner, L. and Heiss, K. and Gerauer, K. and Stangl, M. (2002) Mobile application for transplantation surgery data. In: Medica 2002, Bayern Innovativ - Poster Session. .

This list was generated on Wed Sep 17 21:37:58 2014 CEST.
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