| 2009 | ||
|---|---|---|
| 71 | Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé, Elmar Wolfgang Lang: Minimum Determinant Constraint for Non-negative Matrix Factorization. ICA 2009: 106-113 | |
| 70 | Ingo R. Keck, Volker Fischer, Carlos García Puntonet, Elmar Wolfgang Lang: Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis. ICA 2009: 435-442 | |
| 69 | Hans Georg Stockmeier, Heidi Bäcker, Wolfgang Bäumler, Elmar Wolfgang Lang: BSS-Based Feature Extraction for Skin Lesion Image Classification. ICA 2009: 467-474 | |
| 68 | Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang: Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets. ICA 2009: 710-717 | |
| 67 | Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang: Feature Extraction Using Linear and Non-linear Subspace Techniques. ICANN (2) 2009: 115-124 | |
| 66 | Volker Fischer, Ana Maria Tomé, Elmar Wolfgang Lang: Serial Evolution. IWINAC (1) 2009: 233-244 | |
| 65 | Dominik Lutter, Thomas Langmann, Peter Ugocsai, C. Moehle, E. Seibold, W. D. Splettstoesser, Peter Gruber, Elmar Wolfgang Lang, Gerd Schmitz: Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica. Journal of Biomedical Informatics 42(4): 605-611 (2009) | |
| 2008 | ||
| 64 | Javier Ramírez, Juan Manuel Górriz, M. Gómez-Río, A. Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang: Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. ICCS (1) 2008: 741-748 | |
| 63 | Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang: Feature Extraction Using Low-Rank Approximations of the Kernel Matrix. ICIAR 2008: 404-412 | |
| 62 | Reinhard Schachtner, Dominik Lutter, Ana Maria Tomé, Gerd Schmitz, Pedro Gómez Vilda, Elmar Wolfgang Lang: A Matrix Factorization Classifier for Knowledge-Based Microarray Analysis. IWPACBB 2008: 137-146 | |
| 61 | Dominik Lutter, Peter Ugocsai, Margot Grandl, Evelyn Orso, Fabian J. Theis, Elmar Wolfgang Lang, Gerd Schmitz: Analyzing M-CSF dependent monocyte/macrophage differentiation: Expression modes and meta-modes derived from an independent component analysis. BMC Bioinformatics 9: (2008) | |
| 60 | Reinhard Schachtner, Dominik Lutter, P. Knollmüller, Ana Maria Tomé, Fabian J. Theis, Gerd Schmitz, Martin Stetter, Pedro Gómez Vilda, Elmar Wolfgang Lang: Knowledge-based gene expression classification via matrix factorization. Bioinformatics 24(15): 1688-1697 (2008) | |
| 59 | Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet: Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection. IEEE Transactions on Audio, Speech & Language Processing 16(8): 1565-1578 (2008) | |
| 58 | Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: A robust model for spatiotemporal dependencies. Neurocomputing 71(10-12): 2209-2216 (2008) | |
| 57 | Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Juan Manuel Górriz: Hybridizing sparse component analysis with genetic algorithms for microarray analysis. Neurocomputing 71(10-12): 2356-2376 (2008) | |
| 2007 | ||
| 56 | Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Juan Manuel Górriz Sáez, Carlos García Puntonet: Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays. ICA 2007: 649-656 | |
| 55 | Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet: Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints. ICANN (1) 2007: 799-808 | |
| 54 | Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang: Greedy KPCA in Biomedical Signal Processing. ICANN (2) 2007: 486-495 | |
| 53 | Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Gerd Schmitz: Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. ICANN (2) 2007: 80-89 | |
| 52 | Kurt Stadlthanner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Petia Georgieva, Carlos García Puntonet: Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis. IJCNN 2007: 294-299 | |
| 51 | Salua Nassabay, Ingo R. Keck, Carlos García Puntonet, Rubén Martín-Clemente, Elmar Wolfgang Lang: Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis. IWANN 2007: 692-699 | |
| 2006 | ||
| 50 | Kurt Stadlthanner, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Carlos García Puntonet, Pedro Gómez Vilda, Thomas Langmann, Gerd Schmitz: Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets. ICA 2006: 254-261 | |
| 49 | Ingo R. Keck, Jan Churan, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Carlos García Puntonet: Region of Interest Based Independent Component Analysis. ICONIP (1) 2006: 1048-1057 | |
| 48 | Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Elmar Wolfgang Lang, Kurt Stadlthanner: Independent Component Analysis Applied to Voice Activity Detection. International Conference on Computational Science (1) 2006: 234-241 | |
| 47 | Juan Manuel Górriz, Javier Ramírez, Ignacio Turias, Carlos García Puntonet, J. González, Elmar Wolfgang Lang: C-Means Clustering Applied to Speech Discrimination. International Conference on Computational Science (1) 2006: 649-656 | |
| 46 | Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang, Peter Gruber, A. Martins da Silva: Automatic removal of high-amplitude artefacts from single-channel electroencephalograms. Computer Methods and Programs in Biomedicine 83(2): 125-138 (2006) | |
| 45 | Carlos García Puntonet, Elmar Wolfgang Lang: Blind source separation and independent component analysis. Neurocomputing 69(13-15): 1413 (2006) | |
| 44 | J. M. Górriz, Carlos García Puntonet, Fernando Rojas, R. Martin, S. Hornillo, Elmar Wolfgang Lang: Optimizing blind source separation with guided genetic algorithms. Neurocomputing 69(13-15): 1442-1457 (2006) | |
| 43 | Peter Gruber, Kurt Stadlthanner, Matthias Böhm, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tomé, Ana R. Teixeira, Carlos García Puntonet, Juan Manuel Górriz Sáez: Denoising using local projective subspace methods. Neurocomputing 69(13-15): 1485-1501 (2006) | |
| 42 | Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang, Wolfram Gronwald, Hans Robert Kalbitzer: Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils. Neurocomputing 69(4-6): 497-522 (2006) | |
| 41 | Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Carlos García Puntonet: Hard C-means clustering for voice activity detection. Speech Communication 48(12): 1638-1649 (2006) | |
| 2005 | ||
| 40 | Fabian J. Theis, Peter Gruber, Ingo R. Keck, Elmar Wolfgang Lang: Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm. ICANN (1) 2005: 677-682 | |
| 39 | Juan Manuel Górriz Sáez, Javier Ramírez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang: Bispectrum-Based Statistical Tests for VAD. ICANN (2) 2005: 541-546 | |
| 38 | Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Juan Manuel Górriz, Ana Maria Tomé, Elmar Wolfgang Lang: Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation. ISBMDA 2005: 137-148 | |
| 37 | Ingo R. Keck, Elmar Wolfgang Lang, Salua Nassabay, Carlos García Puntonet: Clustering of Signals Using Incomplete Independent Component Analysis. IWANN 2005: 1067-1074 | |
| 36 | Matthias Böhm, Kurt Stadlthanner, Elmar Wolfgang Lang, Ana Maria Tomé, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet: A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA. IWANN 2005: 1075-1082 | |
| 35 | Kurt Stadlthanner, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Extended Sparse Nonnegative Matrix Factorization. IWANN 2005: 249-256 | |
| 34 | Ingo R. Keck, Salua Nassabay, Carlos García Puntonet, Elmar Wolfgang Lang: A New Approach to Clustering and Object Detection with Independent Component Analysis. IWINAC (2) 2005: 558-566 | |
| 33 | Matthias Böhm, Kurt Stadlthanner, Ana Maria Tomé, Peter Gruber, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: AutoAssign - An Automatic Assignment Tool for Independent Components. IbPRIA (2) 2005: 75-82 | |
| 32 | Ana Maria Tomé, Ana R. Teixeira, Elmar Wolfgang Lang, Kurt Stadlthanner, A. P. Rocha, R. Almeida: dAMUSE - A new tool for denoising and blind source separation. Digital Signal Processing 15(4): 400-421 (2005) | |
| 2004 | ||
| 31 | Fabian J. Theis, Elmar Wolfgang Lang: Linearization identification and an application to BSS using a SOM. ESANN 2004: 205-210 | |
| 30 | Manuel Rodríguez Álvarez, Fernando Rojas Ruiz, Elmar Wolfgang Lang, Ignacio Rojas Ruiz, Carlos García Puntonet, Moisés Salmerón-Campos: Lattice ICA for the separation of speech signals. ESANN 2004: 337-342 | |
| 29 | Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang, Kurt Stadlthanner: Delayed AMUSE - A Tool for Blind Source Separation and Denoising. ICA 2004: 287-294 | |
| 28 | Fabian J. Theis, Anke Meyer-Bäse, Elmar Wolfgang Lang: Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances. ICA 2004: 726-733 | |
| 27 | Ingo R. Keck, Fabian J. Theis, Peter Gruber, Elmar Wolfgang Lang, Karsten Specht, Carlos García Puntonet: 3D Spatial Analysis of fMRI Data on a Word Perception Task. ICA 2004: 977-984 | |
| 26 | Peter Gruber, Kurt Stadlthanner, Ana Maria Tomé, Ana R. Teixeira, Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals. ICA 2004: 993-1000 | |
| 25 | Juan Manuel Górriz Sáez, Carlos García Puntonet, Elmar Wolfgang Lang: Hybrid SOM-SVM Algorithm for Real Time Series Forecasting. ICINCO (1) 2004: 103-107 | |
| 24 | Fabian J. Theis, Elmar Wolfgang Lang, Carlos García Puntonet: A geometric algorithm for overcomplete linear ICA. Neurocomputing 56: 381-398 (2004) | |
| 23 | Christian Ziegaus, Elmar Wolfgang Lang: A neural implementation of the JADE algorithm (nJADE) using higher-order neurons. Neurocomputing 56: 79-100 (2004) | |
| 2003 | ||
| 22 | Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: An Improved Geometric Overcomplete Blind Source Separation Algorithm. IWANN (2) 2003: 265-272 | |
| 21 | Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas: A New Geometrical ICA-based Method for Blind Separation of Speech Signals. IWANN (2) 2003: 281-288 | |
| 20 | Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang: A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. IWANN (2) 2003: 575-582 | |
| 19 | Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang: Generalizing Geometric ICA to Nonlinear Settings. IWANN (2) 2003: 687-694 | |
| 18 | Fabian J. Theis, Manuel Rodríguez Álvarez, Carlos García Puntonet, Elmar Wolfgang Lang: An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. IWANN (2) 2003: 695-702 | |
| 17 | Eduardo Ros, M. M. Rodríguez, Sonia Mota, José Luis Bernier, Ignacio Rojas, Carlos García Puntonet, Elmar Wolfgang Lang: Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning. IbPRIA 2003: 858-867 | |
| 16 | Fabian J. Theis, Andreas Jung, Carlos García Puntonet, Elmar Wolfgang Lang: Linear Geometric ICA: Fundamentals and Algorithms. Neural Computation 15(2): 419-439 (2003) | |
| 2002 | ||
| 15 | Fabian J. Theis, Elmar Wolfgang Lang: How to generalize geometric ICA to higher dimensions. ESANN 2002: 205-210 | |
| 14 | Fabian J. Theis, Elmar Wolfgang Lang: Geometric overcomplete ICA. ESANN 2002: 217-222 | |
| 13 | Fabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos García Puntonet: Overcomplete ICA with a Geometric Algorithm. ICANN 2002: 1049-1054 | |
| 12 | Carlos García Puntonet, Ali Mansour, Christoph Bauer, Elmar Wolfgang Lang: Separation of sources using simulated annealing and competitive learning. Neurocomputing 49(1-4): 39-60 (2002) | |
| 11 | Fabian J. Theis, Christoph Bauer, Elmar Wolfgang Lang: Comparison of maximum entropy and minimal mutual information in a nonlinear setting. Signal Processing 82(7): 971-980 (2002) | |
| 2001 | ||
| 10 | Christian Ziegaus, Elmar Wolfgang Lang: A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images. IWANN (2) 2001: 295-302 | |
| 9 | Christian Mies, Christoph Bauer, Günther Ackermann, Wolfgang Bäumler, Christoph Abels, Carlos García Puntonet, Manuel Rodríguez Álvarez, Elmar Wolfgang Lang: Can ICA Help Classify Skin Cancer and Benign Lesions? IWANN (2) 2001: 328-335 | |
| 8 | Fabian J. Theis, Christoph Bauer, Carlos García Puntonet, Elmar Wolfgang Lang: Pattern Repulsion Revisited. IWANN (2) 2001: 778-785 | |
| 1999 | ||
| 7 | Thomas Burger, Elmar Wolfgang Lang: A Network Model for the Emergence of Orientation Maps and Local Lateral Circuits. IWANN (1) 1999: 421-430 | |
| 6 | Christoph Bauer, Thomas Burger, Elmar Wolfgang Lang: A Neural Network Model for the Self-Organization of the Cortical Grating Cells. IWANN (1) 1999: 431-441 | |
| 5 | Christian Ziegaus, Elmar Wolfgang Lang: Neural Implementation of the JADE-Algorithm. IWANN (2) 1999: 487-496 | |
| 1997 | ||
| 4 | Martin Stetter, Elmar Wolfgang Lang, Klaus Obermayer: Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17. ICANN 1997: 189-194 | |
| 3 | Christian Ziegaus, Elmar Wolfgang Lang: Statistics of Natural and Urban Images. ICANN 1997: 219-224 | |
| 2 | Thomas Burger, Elmar Wolfgang Lang: A CBL Network Model with Intracortical Plasticity and Natural Image Stimuli. ICANN 1997: 225-230 | |
| 1995 | ||
| 1 | Martin Stetter, M. Kussinger, A. Schels, E. Seeger, Elmar Wolfgang Lang: Self-Organization of Cortical Receptive Fields and Columnar Structures in a Hebb Trained Neural Network. IWANN 1995: 37-44 | |