% csauthors.net - beta - BibTeX bibliography of Elmar Wolfgang Lang
@article{journals/bc/StetterLM93,
title = {Emergence of orientation selective simple cells simulated in deterministic and stochastic neural networks.},
year = {1993},
journal = {Biol. Cybern.},
author = {{Martin Stetter} and {Elmar Wolfgang Lang} and {A. Müller}}
}
@inproceedings{conf/iwann/StetterKSSL95,
title = {Self-Organization of Cortical Receptive Fields and Columnar Structures in a Hebb Trained Neural Network.},
year = {1995},
booktitle = {IWANN},
author = {{Martin Stetter} and {M. Kussinger} and {Armin Schels} and {E. Seeger} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {From Natural to Artificial Neural Computation, International Workshop on Artificial Neural Networks, IWANN '95, Malaga-Torremolinos, Spain, June 7-9, 1995, Proceedings}
}
@inproceedings{conf/icann/BurgerL97,
title = {A CBL Network Model with Intracortical Plasticity and Natural Image Stimuli.},
year = {1997},
booktitle = {ICANN},
author = {{Thomas Burger} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}
}
@inproceedings{conf/icann/StetterLO97,
title = {Synapse Clustering Can Drive Simultaneous ON-OFF and Ocular-Dominance Segregation in a Model of Area 17.},
year = {1997},
booktitle = {ICANN},
author = {{Martin Stetter} and {Elmar Wolfgang Lang} and {Klaus Obermayer}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}
}
@inproceedings{conf/icann/ZiegausL97,
title = {Statistics of Natural and Urban Images.},
year = {1997},
booktitle = {ICANN},
author = {{Christian Ziegaus} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN '97, 7th International Conference, Lausanne, Switzerland, October 8-10, 1997, Proceedings}
}
@article{journals/bc/BrunnerKSL98,
title = {A neural network model for the emergence of grating cells.},
year = {1998},
journal = {Biol. Cybern.},
author = {{K. Brunner} and {M. Kussinger} and {Martin Stetter} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/iwann/BauerBL99,
title = {A Neural Network Model for the Self-Organization of the Cortical Grating Cells.},
year = {1999},
booktitle = {IWANN (1)},
author = {{Christoph Bauer} and {Thomas Burger} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Foundations and Tools for Neural Modeling, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume I}
}
@inproceedings{conf/iwann/BurgerL99,
title = {A Network Model for the Emergence of Orientation Maps and Local Lateral Circuits.},
year = {1999},
booktitle = {IWANN (1)},
author = {{Thomas Burger} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Foundations and Tools for Neural Modeling, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume I}
}
@inproceedings{conf/iwann/ZiegausL99,
title = {Neural Implementation of the JADE-Algorithm.},
year = {1999},
booktitle = {IWANN (2)},
author = {{Christian Ziegaus} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Engineering Applications of Bio-Inspired Artificial Neural Networks, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II}
}
@inproceedings{conf/annimab/HablBZLS00,
title = {Analyzing Brain Tumor related EEG Signals with ICA Algorithms.},
year = {2000},
booktitle = {ANNIMAB},
author = {{M. Habl} and {Ch. Bauer} and {Christian Ziegaus} and {Elmar Wolfgang Lang} and {F. Schulmeyer}},
publisher = {Springer},
booktitle = {Artificial Neural Networks in Medicine and Biology, Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13-16 May 2000}
}
@inproceedings{conf/iwann/MiesBABAPAL01,
title = {Can ICA Help Classify Skin Cancer and Benign Lesions?},
year = {2001},
booktitle = {IWANN (2)},
author = {{Christian Mies} and {Christoph Bauer} and {Günther Ackermann} and {Wolfgang Bäumler} and {Christoph Abels} and {Carlos García Puntonet} and {Manuel Rodríguez Álvarez} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {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}
}
@inproceedings{conf/iwann/TheisBPL01,
title = {Pattern Repulsion Revisited.},
year = {2001},
booktitle = {IWANN (2)},
author = {{Fabian J. Theis} and {Christoph Bauer} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {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}
}
@inproceedings{conf/iwann/ZiegausL01,
title = {A Comparative Study of ICA Filter Structures Learnt from Natural and Urban Images.},
year = {2001},
booktitle = {IWANN (2)},
author = {{Christian Ziegaus} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {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}
}
@inproceedings{conf/esann/TheisL02,
title = {How to generalize geometric ICA to higher dimensions.},
year = {2002},
booktitle = {ESANN},
author = {{Fabian J. Theis} and {Elmar Wolfgang Lang}},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, ESANN 2002, Bruges, Belgium, April 24-26, 2002, Proceedings}
}
@inproceedings{conf/esann/TheisL02a,
title = {Geometric overcomplete ICA.},
year = {2002},
booktitle = {ESANN},
author = {{Fabian J. Theis} and {Elmar Wolfgang Lang}},
booktitle = {10th Eurorean Symposium on Artificial Neural Networks, ESANN 2002, Bruges, Belgium, April 24-26, 2002, Proceedings}
}
@inproceedings{conf/icann/TheisLWP02,
title = {Overcomplete ICA with a Geometric Algorithm.},
year = {2002},
booktitle = {ICANN},
author = {{Fabian J. Theis} and {Elmar Wolfgang Lang} and {Tobias Westenhuber} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings}
}
@article{journals/ijon/PuntonetMBL02,
title = {Separation of sources using simulated annealing and competitive learning.},
year = {2002},
journal = {Neurocomputing},
author = {{Carlos García Puntonet} and {Ali Mansour} and {Christoph Bauer} and {Elmar Wolfgang Lang}}
}
@article{journals/sigpro/TheisBL02,
title = {Comparison of maximum entropy and minimal mutual information in a nonlinear setting.},
year = {2002},
journal = {Signal Process.},
author = {{Fabian J. Theis} and {Christoph Bauer} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/ibpria/RosRMBRPL03,
title = {Skin Lesions Diagnosis Based on Fluorescence Image Processing: Simple Parameters Scanning.},
year = {2003},
booktitle = {IbPRIA},
author = {{Eduardo Ros 001} and {M. M. Rodríguez} and {Sonia Mota} and {José Luis Bernier} and {Ignacio Rojas} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Pattern Recognition and Image Analysis, First Iberian Conference, IbPRIA 2003, Puerto de Andratx, Mallorca, Spain, June 4-6, 2003, Proceedings}
}
@inproceedings{conf/isspa/StadlthannerTTGKL03,
title = {Removing water artefacts from 2D protein NMR spectra using GEVD with congruent matrix pencils.},
year = {2003},
booktitle = {ISSPA (2)},
author = {{Kurt Stadlthanner} and {Ana Maria Tomé} and {Fabian J. Theis} and {Wolfram Gronwald} and {Hans Robert Kalbitzer} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {Seventh International Symposium on Signal Processing and Its Applications, ISSPA 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 2}
}
@inproceedings{conf/isspa/TheisHKL03,
title = {Neural network signal analysis in immunology.},
year = {2003},
booktitle = {ISSPA (2)},
author = {{Fabian J. Theis} and {Dominik Hartl} and {Susanne Krauss-Etschmann} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {Seventh International Symposium on Signal Processing and Its Applications, ISSPA 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 2}
}
@inproceedings{conf/isspa/TomeL03,
title = {Approximate diagonalization approach to blind source separation with a subset of matrices.},
year = {2003},
booktitle = {ISSPA (2)},
author = {{Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {Seventh International Symposium on Signal Processing and Its Applications, ISSPA 2003, July 1-4, 2003, Paris, France, Proceedings, Volume 2}
}
@inproceedings{conf/iwann/Rodriguez-AlvarezRLR03,
title = {A New Geometrical ICA-based Method for Blind Separation of Speech Signals.},
year = {2003},
booktitle = {IWANN (2)},
author = {{Manuel Rodríguez Álvarez} and {Fernando Rojas 001} and {Elmar Wolfgang Lang} and {Ignacio Rojas}},
publisher = {Springer},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II}
}
@inproceedings{conf/iwann/StadlthannerTTL03,
title = {A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra.},
year = {2003},
booktitle = {IWANN (2)},
author = {{Kurt Stadlthanner} and {Ana Maria Tomé} and {Fabian J. Theis} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II}
}
@inproceedings{conf/iwann/TheisAPL03,
title = {An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas.},
year = {2003},
booktitle = {IWANN (2)},
author = {{Fabian J. Theis} and {Manuel Rodríguez Álvarez} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II}
}
@inproceedings{conf/iwann/TheisPL03,
title = {An Improved Geometric Overcomplete Blind Source Separation Algorithm.},
year = {2003},
booktitle = {IWANN (2)},
author = {{Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II}
}
@inproceedings{conf/iwann/TheisPL03a,
title = {Generalizing Geometric ICA to Nonlinear Settings.},
year = {2003},
booktitle = {IWANN (2)},
author = {{Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II}
}
@article{journals/neco/TheisJPL03,
title = {Linear Geometric ICA: Fundamentals and Algorithms.},
year = {2003},
journal = {Neural Comput.},
author = {{Fabian J. Theis} and {Andreas Jung} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/esann/AlvarezRLRPS04,
title = {Lattice ICA for the separation of speech signals.},
year = {2004},
booktitle = {ESANN},
author = {{Manuel Rodríguez Álvarez} and {Fernando Rojas Ruiz} and {Elmar Wolfgang Lang} and {Ignacio Rojas Ruiz} and {Carlos García Puntonet} and {Moisés Salmerón-Campos}},
booktitle = {12th European Symposium on Artificial Neural Networks, ESANN 2004, Bruges, Belgium, April 28-30, 2004, Proceedings}
}
@inproceedings{conf/esann/TheisL04,
title = {Linearization identification and an application to BSS using a SOM.},
year = {2004},
booktitle = {ESANN},
author = {{Fabian J. Theis} and {Elmar Wolfgang Lang}},
booktitle = {12th European Symposium on Artificial Neural Networks, ESANN 2004, Bruges, Belgium, April 28-30, 2004, Proceedings}
}
@inproceedings{conf/ica/GruberSTTTPL04,
title = {Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals.},
year = {2004},
booktitle = {ICA},
author = {{Peter Gruber 002} and {Kurt Stadlthanner} and {Ana Maria Tomé} and {Ana R. Teixeira} and {Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings}
}
@inproceedings{conf/ica/KeckTGLSP04,
title = {3D Spatial Analysis of fMRI Data on a Word Perception Task.},
year = {2004},
booktitle = {ICA},
author = {{Ingo R. Keck} and {Fabian J. Theis} and {Peter Gruber 002} and {Elmar Wolfgang Lang} and {Karsten Specht} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings}
}
@inproceedings{conf/ica/TeixeiraTLS04,
title = {Delayed AMUSE - A Tool for Blind Source Separation and Denoising.},
year = {2004},
booktitle = {ICA},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang} and {Kurt Stadlthanner}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings}
}
@inproceedings{conf/ica/TheisML04,
title = {Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances.},
year = {2004},
booktitle = {ICA},
author = {{Fabian J. Theis} and {Anke Meyer-Bäse} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Blind Signal Separation, Fifth International Conference, ICA 2004, Granada, Spain, September 22-24, 2004, Proceedings}
}
@inproceedings{conf/icecsys/Gorriz04,
title = {Meta-heuristics hybridizing independent component analysis with genetic algorithms.},
year = {2004},
booktitle = {ICECS},
author = {{Juan Manuel Górriz} and {Carlos García Puntonet} and {Moisés Salmerón} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {Proceedings of the 2004 11th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2004, Tel Aviv, Israel, December 13-15, 2004}
}
@inproceedings{conf/icinco/SaezPL04,
title = {Hybrid SOM-SVM Algorithm for Real Time Series Forecasting.},
year = {2004},
booktitle = {ICINCO (1)},
author = {{Juan Manuel Górriz Sáez} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {INSTICC Press},
booktitle = {ICINCO 2004, Proceedings of the First International Conference on Informatics in Control, Automation and Robotics, Setúbal, Portugal, August 25-28, 2004}
}
@article{journals/ijon/StetterL04,
title = {Modeling texture-constancy of cortical grating cells.},
year = {2004},
journal = {Neurocomputing},
author = {{Martin Stetter} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/TheisLP04,
title = {A geometric algorithm for overcomplete linear ICA.},
year = {2004},
journal = {Neurocomputing},
author = {{Fabian J. Theis} and {Elmar Wolfgang Lang} and {Carlos García Puntonet}}
}
@article{journals/ijon/ZiegausL04,
title = {A neural implementation of the JADE algorithm (nJADE) using higher-order neurons.},
year = {2004},
journal = {Neurocomputing},
author = {{Christian Ziegaus} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/eusipco/TheisGKML05,
title = {Spatiotemporal blind source separation using double-sided approximate joint diagonalization.},
year = {2005},
booktitle = {EUSIPCO},
author = {{Fabian J. Theis} and {Peter Gruber 002} and {Ingo R. Keck} and {Anke Meyer-Bäse} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {13th European Signal Processing Conference, EUSIPCO 2005, Antalya, Turkey, September 4-8, 2005}
}
@inproceedings{conf/ibpria/BohmSTGTTPL05,
title = {AutoAssign - An Automatic Assignment Tool for Independent Components.},
year = {2005},
booktitle = {IbPRIA (2)},
author = {{Matthias Böhm 002} and {Kurt Stadlthanner} and {Ana Maria Tomé} and {Peter Gruber 002} and {Ana R. Teixeira} and {Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Pattern Recognition and Image Analysis, Second Iberian Conference, IbPRIA 2005, Estoril, Portugal, June 7-9, 2005, Proceedings, Part II}
}
@inproceedings{conf/icann/SaezRPTL05,
title = {Bispectrum-Based Statistical Tests for VAD.},
year = {2005},
booktitle = {ICANN (2)},
author = {{Juan Manuel Górriz Sáez} and {Javier Ramírez 001} and {Carlos García Puntonet} and {Fabian J. Theis} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks: Formal Models and Their Applications - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part II}
}
@inproceedings{conf/icann/TheisGKL05,
title = {Functional MRI Analysis by a Novel Spatiotemporal ICA Algorithm.},
year = {2005},
booktitle = {ICANN (1)},
author = {{Fabian J. Theis} and {Peter Gruber 002} and {Ingo R. Keck} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks: Biological Inspirations - ICANN 2005, 15th International Conference, Warsaw, Poland, September 11-15, 2005, Proceedings, Part I}
}
@inproceedings{conf/ismda/StadlthannerTPGTL05,
title = {Hybridizing Sparse Component Analysis with Genetic Algorithms for Blind Source Separation.},
year = {2005},
booktitle = {ISBMDA},
author = {{Kurt Stadlthanner} and {Fabian J. Theis} and {Carlos García Puntonet} and {Juan Manuel Górriz} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Biological and Medical Data Analysis, 6th International Symposium, ISBMDA 2005, Aveiro, Portugal, November 10-11, 2005, Proceedings}
}
@inproceedings{conf/iwann/BohmSLTTTP05,
title = {A Hybridization of Simulated Annealing and Local PCA for Automatic Component Assignment Within ICA.},
year = {2005},
booktitle = {IWANN},
author = {{Matthias Böhm 002} and {Kurt Stadlthanner} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Ana R. Teixeira} and {Fabian J. Theis} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings}
}
@inproceedings{conf/iwann/KeckLNP05,
title = {Clustering of Signals Using Incomplete Independent Component Analysis.},
year = {2005},
booktitle = {IWANN},
author = {{Ingo R. Keck} and {Elmar Wolfgang Lang} and {Salua Nassabay} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings}
}
@inproceedings{conf/iwann/StadlthannerTPL05,
title = {Extended Sparse Nonnegative Matrix Factorization.},
year = {2005},
booktitle = {IWANN},
author = {{Kurt Stadlthanner} and {Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Computational Intelligence and Bioinspired Systems, 8th International Work-Conference on Artificial Neural Networks, IWANN 2005, Vilanova i la Geltrú, Barcelona, Spain, June 8-10, 2005, Proceedings}
}
@inproceedings{conf/iwinac/KeckNPL05,
title = {A New Approach to Clustering and Object Detection with Independent Component Analysis.},
year = {2005},
booktitle = {IWINAC (2)},
author = {{Ingo R. Keck} and {Salua Nassabay} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2005, Las Palmas, Canary Islands, Spain, June 15-18, 2005, Proceedings, Part II}
}
@article{journals/dsp/TomeTLSRA05,
title = {dAMUSE - A new tool for denoising and blind source separation.},
year = {2005},
journal = {Digit. Signal Process.},
author = {{Ana Maria Tomé} and {Ana R. Teixeira} and {Elmar Wolfgang Lang} and {Kurt Stadlthanner} and {Ana Paula Rocha 002} and {Rute Almeida}}
}
@inproceedings{conf/eusipco/TeixeiraTSL06,
title = {Nonlinear projective techniques to extract artifacts in biomedical signals.},
year = {2006},
booktitle = {EUSIPCO},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Kurt Stadlthanner} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {14th European Signal Processing Conference, EUSIPCO 2006, Florence, Italy, September 4-8, 2006}
}
@inproceedings{conf/ica/StadlthannerTLTPVLS06,
title = {Sparse Nonnegative Matrix Factorization Applied to Microarray Data Sets.},
year = {2006},
booktitle = {ICA},
author = {{Kurt Stadlthanner} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Pedro Gómez Vilda} and {Thomas Langmann} and {Gerd Schmitz 001}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International Conference, ICA 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings}
}
@inproceedings{conf/iccS/GorrizRPLS06,
title = {Independent Component Analysis Applied to Voice Activity Detection.},
year = {2006},
booktitle = {International Conference on Computational Science (1)},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Carlos García Puntonet} and {Elmar Wolfgang Lang} and {Kurt Stadlthanner}},
publisher = {Springer},
booktitle = {Computational Science - ICCS 2006, 6th International Conference, Reading, UK, May 28-31, 2006, Proceedings, Part I}
}
@inproceedings{conf/iccS/GorrizRTPGL06,
title = {C-Means Clustering Applied to Speech Discrimination.},
year = {2006},
booktitle = {International Conference on Computational Science (1)},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Ignacio Turias} and {Carlos García Puntonet} and {Jesús González 001} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Computational Science - ICCS 2006, 6th International Conference, Reading, UK, May 28-31, 2006, Proceedings, Part I}
}
@inproceedings{conf/iconip/KeckCTGLP06,
title = {Region of Interest Based Independent Component Analysis.},
year = {2006},
booktitle = {ICONIP (1)},
author = {{Ingo R. Keck} and {Jan Churan} and {Fabian J. Theis} and {Peter Gruber 002} and {Elmar Wolfgang Lang} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Neural Information Processing, 13th International Conference, ICONIP 2006, Hong Kong, China, October 3-6, 2006, Proceedings, Part I}
}
@article{journals/cmpb/TeixeiraTLGS06,
title = {Automatic removal of high-amplitude artefacts from single-channel electroencephalograms.},
year = {2006},
journal = {Comput. Methods Programs Biomed.},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang} and {Peter Gruber 002} and {António Martins da Silva}}
}
@article{journals/ijon/GorrizPRMHL06,
title = {Optimizing blind source separation with guided genetic algorithms.},
year = {2006},
journal = {Neurocomputing},
author = {{J. M. Górriz} and {Carlos García Puntonet} and {Fernando Rojas 001} and {R. Martin} and {Susana Hornillo-Mellado} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/GruberSBTLTTPS06,
title = {Denoising using local projective subspace methods.},
year = {2006},
journal = {Neurocomputing},
author = {{Peter Gruber 002} and {Kurt Stadlthanner} and {Matthias Böhm 002} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Ana R. Teixeira} and {Carlos García Puntonet} and {Juan Manuel Górriz Sáez}}
}
@article{journals/ijon/PuntonetL06,
title = {Blind source separation and independent component analysis.},
year = {2006},
journal = {Neurocomputing},
author = {{Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/StadlthannerTTLGK06,
title = {Separation of water artifacts in 2D NOESY protein spectra using congruent matrix pencils.},
year = {2006},
journal = {Neurocomputing},
author = {{Kurt Stadlthanner} and {Ana Maria Tomé} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Wolfram Gronwald} and {Hans Robert Kalbitzer}}
}
@article{journals/speech/GorrizRLP06,
title = {Hard C-means clustering for voice activity detection.},
year = {2006},
journal = {Speech Commun.},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang} and {Carlos García Puntonet}}
}
@article{journals/spl/TheisPL06,
title = {Median-based clustering for underdetermined blind signal processing.},
year = {2006},
journal = {IEEE Signal Process. Lett.},
author = {{Fabian J. Theis} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/tbe/BohmSGTLTTGK06,
title = {On the use of simulated annealing to automatically assign decorrelated components in second-order blind source separation.},
year = {2006},
journal = {IEEE Trans. Biomed. Eng.},
author = {{Matthias Böhm 002} and {Kurt Stadlthanner} and {Peter Gruber 002} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Ana R. Teixeira} and {Wolfram Gronwald} and {Hans Robert Kalbitzer}}
}
@inproceedings{conf/ica/SchachtnerLTLTSP07,
title = {Blind Matrix Decomposition Techniques to Identify Marker Genes from Microarrays.},
year = {2007},
booktitle = {ICA},
author = {{Reinhard Schachtner} and {Dominik Lutter} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Juan Manuel Górriz Sáez} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Signal Separation, 7th International Conference, ICA 2007, London, UK, September 9-12, 2007.}
}
@inproceedings{conf/icann/SchachtnerLTLTS07,
title = {Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes.},
year = {2007},
booktitle = {ICANN (2)},
author = {{Reinhard Schachtner} and {Dominik Lutter} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Gerd Schmitz 001}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II}
}
@inproceedings{conf/icann/StadlthannerTLTP07,
title = {Blind Matrix Decomposition Via Genetic Optimization of Sparseness and Nonnegativity Constraints.},
year = {2007},
booktitle = {ICANN (1)},
author = {{Kurt Stadlthanner} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Carlos García Puntonet}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part I}
}
@inproceedings{conf/icann/TeixeiraTL07,
title = {Greedy KPCA in Biomedical Signal Processing.},
year = {2007},
booktitle = {ICANN (2)},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2007, 17th International Conference, Porto, Portugal, September 9-13, 2007, Proceedings, Part II}
}
@inproceedings{conf/ijcnn/StadlthannerLTLTGP07,
title = {Sparse Nonnegative Matrix Factorization with Genetic Algorithms for Microarray Analysis.},
year = {2007},
booktitle = {IJCNN},
author = {{Kurt Stadlthanner} and {Dominik Lutter} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Petia Georgieva} and {Carlos García Puntonet}},
publisher = {IEEE},
booktitle = {Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007}
}
@inproceedings{conf/iwann/NassabayKPML07,
title = {Automatic Detection of Filters in Images with Gaussian Noise Using Independent Component Analysis.},
year = {2007},
booktitle = {IWANN},
author = {{Salua Nassabay} and {Ingo R. Keck} and {Carlos García Puntonet} and {Rubén Martín-Clemente} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastián, Spain, June 20-22, 2007, Proceedings}
}
@inproceedings{conf/eusipco/GorrizRPCEL08,
title = {A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals.},
year = {2008},
booktitle = {EUSIPCO},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Carlos García Puntonet} and {Sergio Antonio Cruces-Alvarez} and {Deniz Erdogmus} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {2008 16th European Signal Processing Conference, EUSIPCO 2008, Lausanne, Switzerland, August 25-29, 2008}
}
@inproceedings{conf/gfkl/SchachtnerPL08,
title = {Nonnegative Matrix Factorization for Binary Data to Extract Elementary Failure Maps from Wafer Test Images.},
year = {2008},
booktitle = {GfKl},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Advances in Data Analysis, Data Handling and Business Intelligence - Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008}
}
@inproceedings{conf/iccS/RamirezGGRCLRPTL08,
title = {Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data.},
year = {2008},
booktitle = {ICCS (1)},
author = {{Javier Ramírez 001} and {Juan Manuel Górriz} and {Manuel Gómez-Río} and {Alejandro Romero} and {Rosa Chaves} and {A. Lassl} and {A. Rodríguez} and {Carlos García Puntonet} and {Fabian J. Theis} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Computational Science - ICCS 2008, 8th International Conference, Kraków, Poland, June 23-25, 2008, Proceedings, Part I}
}
@inproceedings{conf/iciar/TeixeiraTL08,
title = {Feature Extraction Using Low-Rank Approximations of the Kernel Matrix.},
year = {2008},
booktitle = {ICIAR},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Image Analysis and Recognition, 5th International Conference, ICIAR 2008, Póvoa de Varzim, Portugal, June 25-27, 2008. Proceedings}
}
@inproceedings{conf/iwpacbb/SchachtnerLTSVL08,
title = {A Matrix Factorization Classifier for Knowledge-Based Microarray Analysis.},
year = {2008},
booktitle = {IWPACBB},
author = {{Reinhard Schachtner} and {Dominik Lutter} and {Ana Maria Tomé} and {Gerd Schmitz 001} and {Pedro Gómez Vilda} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics, IWPACBB 2008, Salamanca, Spain, 22th-24th October 2008}
}
@article{journals/bioinformatics/SchachtnerLKTTSSVL08,
title = {Knowledge-based gene expression classification via matrix factorization.},
year = {2008},
journal = {Bioinform.},
author = {{Reinhard Schachtner} and {Dominik Lutter} and {P. Knollmüller} and {Ana Maria Tomé} and {Fabian J. Theis} and {Gerd Schmitz 001} and {Martin Stetter} and {Pedro Gómez Vilda} and {Elmar Wolfgang Lang}}
}
@article{journals/bmcbi/LutterUGOTLS08,
title = {Analyzing M-CSF dependent monocyte/macrophage differentiation: Expression modes and meta-modes derived from an independent component analysis.},
year = {2008},
journal = {BMC Bioinform.},
author = {{Dominik Lutter} and {Peter Ugocsai} and {Margot Grandl} and {Evelyn Orso} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Gerd Schmitz 001}}
}
@article{journals/dsp/TeixeiraTSL08,
title = {KPCA denoising and the pre-image problem revisited.},
year = {2008},
journal = {Digit. Signal Process.},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Kurt Stadlthanner} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/StadlthannerTLTPG08,
title = {Hybridizing sparse component analysis with genetic algorithms for microarray analysis.},
year = {2008},
journal = {Neurocomputing},
author = {{Kurt Stadlthanner} and {Fabian J. Theis} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Juan Manuel Górriz}}
}
@article{journals/ijon/TheisGKL08,
title = {A robust model for spatiotemporal dependencies.},
year = {2008},
journal = {Neurocomputing},
author = {{Fabian J. Theis} and {Peter Gruber 002} and {Ingo R. Keck} and {Elmar Wolfgang Lang}}
}
@article{journals/taslp/GorrizRLP08,
title = {Jointly Gaussian PDF-Based Likelihood Ratio Test for Voice Activity Detection.},
year = {2008},
journal = {IEEE Trans. Speech Audio Process.},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang} and {Carlos García Puntonet}}
}
@inproceedings{conf/icann/TeixeiraTL09,
title = {Feature Extraction Using Linear and Non-linear Subspace Techniques.},
year = {2009},
booktitle = {ICANN (2)},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14-17, 2009, Proceedings, Part II}
}
@inproceedings{conf/ida/KeckFPL09,
title = {Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis.},
year = {2009},
booktitle = {ICA},
author = {{Ingo R. Keck} and {Volker Fischer 004} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}
}
@inproceedings{conf/ida/SchachtnerPL09,
title = {Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets.},
year = {2009},
booktitle = {ICA},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}
}
@inproceedings{conf/ida/SchachtnerPTL09,
title = {Minimum Determinant Constraint for Non-negative Matrix Factorization.},
year = {2009},
booktitle = {ICA},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}
}
@inproceedings{conf/ida/StockmeierBBL09,
title = {BSS-Based Feature Extraction for Skin Lesion Image Classification.},
year = {2009},
booktitle = {ICA},
author = {{Hans Georg Stockmeier} and {Heidi Bäcker} and {Wolfgang Bäumler} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings}
}
@inproceedings{conf/iwinac/FischerTL09,
title = {Serial Evolution.},
year = {2009},
booktitle = {IWINAC (1)},
author = {{Volker Fischer 004} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, Third International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2009, Santiago de Compostela, Spain, June 22-26, 2009, Proceedings, Part I}
}
@article{journals/jbi/LutterLUMSSGLS09,
title = {Analyzing time-dependent microarray data using independent component analysis derived expression modes from human macrophages infected with F. tularensis holartica.},
year = {2009},
journal = {J. Biomed. Informatics},
author = {{Dominik Lutter} and {Thomas Langmann} and {Peter Ugocsai} and {C. Moehle} and {E. Seibold} and {W. D. Splettstoesser} and {Peter Gruber 002} and {Elmar Wolfgang Lang} and {Gerd Schmitz 001}}
}
@article{journals/spl/GorrizRCPLE09,
title = {A Novel LMS Algorithm Applied to Adaptive Noise Cancellation.},
year = {2009},
journal = {IEEE Signal Process. Lett.},
author = {{Juan Manuel Górriz} and {Javier Ramírez 001} and {Sergio Antonio Cruces-Alvarez} and {Carlos García Puntonet} and {Elmar Wolfgang Lang} and {Deniz Erdogmus}}
}
@article{journals/tim/TeixeiraTBPL09,
title = {How to Apply Nonlinear Subspace Techniques to Univariate Biomedical Time Series.},
year = {2009},
journal = {IEEE Trans. Instrum. Meas.},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Matthias Böhm 002} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/cogip/SchachtnerPL10,
title = {Bayesian extensions of non-negative matrix factorization.},
year = {2010},
booktitle = {CIP},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {2nd International Workshop on Cognitive Information Processing, CIP 2010, Elba, Italy, 14-16 June, 2010}
}
@inproceedings{conf/hais/KodewitzKTGL10,
title = {Exploratory Matrix Factorization for PET Image Analysis.},
year = {2010},
booktitle = {HAIS (1)},
author = {{Andreas Kodewitz} and {Ingo R. Keck} and {Ana Maria Tomé} and {Juan Manuel Górriz} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference, HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part I}
}
@inproceedings{conf/hais/PadillaGRLCSASL10,
title = {NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease.},
year = {2010},
booktitle = {HAIS (1)},
author = {{Pablo Padilla} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang} and {Rosa Chaves} and {Fermín Segovia} and {Ignacio Álvarez} and {Diego Salas-Gonzalez} and {Míriam López}},
publisher = {Springer},
booktitle = {Hybrid Artificial Intelligence Systems, 5th International Conference, HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part I}
}
@inproceedings{conf/ijcnn/FaltermeierZKTBL10,
title = {Sliding Empirical Mode Decomposition.},
year = {2010},
booktitle = {IJCNN},
author = {{Rupert Faltermeier} and {Angela Zeiler} and {Ingo R. Keck} and {Ana Maria Tomé} and {Alexander Brawanski} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010}
}
@inproceedings{conf/ijcnn/Meyer-BaseLKL10,
title = {Robust stability analysis of Linsker-Type Hebbian learning multi-time scale neural networks under parametric uncertainties.},
year = {2010},
booktitle = {IJCNN},
author = {{Anke Meyer-Bäse} and {Sylvain Lespinats} and {Ingo R. Keck} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010}
}
@inproceedings{conf/ijcnn/ZeilerFKTBPL10,
title = {Brain status data analyzed by Empirical Mode Decomposition.},
year = {2010},
booktitle = {IJCNN},
author = {{Angela Zeiler} and {Rupert Faltermeier} and {Ingo R. Keck} and {Ana Maria Tomé} and {Alexander Brawanski} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010}
}
@inproceedings{conf/ijcnn/ZeilerFKTPL10,
title = {Empirical Mode Decomposition - an introduction.},
year = {2010},
booktitle = {IJCNN},
author = {{Angela Zeiler} and {Rupert Faltermeier} and {Ingo R. Keck} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {International Joint Conference on Neural Networks, IJCNN 2010, Barcelona, Spain, 18-23 July, 2010}
}
@article{journals/speech/GorrizRLPT10,
title = {Improved likelihood ratio test based voice activity detector applied to speech recognition.},
year = {2010},
journal = {Speech Commun.},
author = {{J. M. Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang} and {Carlos García Puntonet} and {Ignacio Turias}}
}
@article{journals/tcas/SchachtnerPL10,
title = {A Nonnegative Blind Source Separation Model for Binary Test Data.},
year = {2010},
journal = {IEEE Trans. Circuits Syst. I Regul. Pap.},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/hais/Salas-GonzalezSGRL11,
title = {Bayesian Segmentation of Magnetic Resonance Images Using the α-Stable Distribution.},
year = {2011},
booktitle = {HAIS (1)},
author = {{Diego Salas-Gonzalez} and {Matthias Schlögl} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Hybrid Artificial Intelligent Systems - 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I}
}
@inproceedings{conf/imspa/MeilingerLSS11,
title = {Projective segmentation of metal implants in Cone Beam computed tomographic images.},
year = {2011},
booktitle = {ISPA},
author = {{Manuel Meilinger} and {Elmar Wolfgang Lang} and {Christian Schmidgunst} and {Oliver Schütz}},
publisher = {IEEE},
booktitle = {7th International Symposium on Image and Signal Processing and Analysis, ISPA 2011, Dubrovnik, Croatia, September 4-6, 2011}
}
@inproceedings{conf/iwann/ZeilerFTPBL11,
title = {Sliding Empirical Mode Decomposition for On-line Analysis of Biomedical Time Series.},
year = {2011},
booktitle = {IWANN (1)},
author = {{Angela Zeiler} and {Rupert Faltermeier} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Alexander Brawanski} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {Advances in Computational Intelligence - 11th International Work-Conference on Artificial Neural Networks, IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings, Part I}
}
@inproceedings{conf/iwinac/ZeilerFBTPGL11,
title = {Brain Status Data Analysis by Sliding EMD.},
year = {2011},
booktitle = {IWINAC (2)},
author = {{Angela Zeiler} and {Rupert Faltermeier} and {Alexander Brawanski} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Juan Manuel Górriz} and {Elmar Wolfgang Lang}},
publisher = {Springer},
booktitle = {New Challenges on Bioinspired Applications - 4th International Work-conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. Proceedings, Part II}
}
@inproceedings{conf/nolisp/Munoz-MulasMVLMML11,
title = {KPCA vs. PCA Study for an Age Classification of Speakers.},
year = {2011},
booktitle = {NOLISP},
author = {{Cristina Muñoz-Mulas} and {Rafael Martínez-Olalla} and {Pedro Gómez Vilda} and {Elmar Wolfgang Lang} and {Agustín Álvarez Marquina} and {Luis Miguel Mazaira-Fernández} and {Victor Nieto Lluis}},
publisher = {Springer},
booktitle = {Advances in Nonlinear Speech Processing - 5th International Conference on Nonlinear Speech Processing, NOLISP 2011, Las Palmas de Gran Canaria, Spain, November 7-9, 2011. Proceedings}
}
@article{journals/aada/FaltermeierZTBL11,
title = {Weighted sliding Empirical Mode Decomposition.},
year = {2011},
journal = {Adv. Data Sci. Adapt. Anal.},
author = {{Rupert Faltermeier} and {Angela Zeiler} and {Ana Maria Tomé} and {Alexander Brawanski} and {Elmar Wolfgang Lang}}
}
@article{journals/dsp/SchachtnerPL11,
title = {Towards unique solutions of non-negative matrix factorization problems by a determinant criterion.},
year = {2011},
journal = {Digit. Signal Process.},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/TeixeiraTL11,
title = {Unsupervised feature extraction via kernel subspace techniques.},
year = {2011},
journal = {Neurocomputing},
author = {{Ana R. Teixeira} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/icmla/SchonSL12,
title = {Structure Learning for Bayesian Networks Using the Physarum Solver.},
year = {2012},
booktitle = {ICMLA (1)},
author = {{Torsten Schön} and {Martin Stetter} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {11th International Conference on Machine Learning and Applications, ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1}
}
@inproceedings{conf/kes/GallixGRIL12,
title = {SPECT Computer-Aided Diagnosis System based on the Empirical Mode Decomposition.},
year = {2012},
booktitle = {KES},
author = {{A. Gallix} and {J. M. Górriz} and {Javier Ramírez 001} and {I. Álvarez Illán} and {Elmar Wolfgang Lang}},
publisher = {IOS Press},
booktitle = {Advances in Knowledge-Based and Intelligent Information and Engineering Systems - 16th Annual KES Conference, San Sebastian, Spain, 10-12 September 2012}
}
@article{journals/artmed/IllanGRLSP12,
title = {Bilateral symmetry aspects in computer-aided Alzheimer's disease diagnosis by single-photon emission-computed tomography imaging.},
year = {2012},
journal = {Artif. Intell. Medicine},
author = {{Ignacio Álvarez Illán} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang} and {Diego Salas-Gonzalez} and {Carlos García Puntonet}}
}
@article{journals/cin/LangTKSP12,
title = {Brain Connectivity Analysis: A Short Survey.},
year = {2012},
journal = {Comput. Intell. Neurosci.},
author = {{Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Ingo R. Keck} and {Juan Manuel Górriz Sáez} and {Carlos García Puntonet}}
}
@article{journals/eswa/GallixGRIL12,
title = {On the empirical mode decomposition applied to the analysis of brain SPECT images.},
year = {2012},
journal = {Expert Syst. Appl.},
author = {{A. Gallix} and {J. M. Górriz} and {Javier Ramírez 001} and {I. Álvarez Illán} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/biostec/SchonSTL13,
title = {A New Physarum Learner for Network Structure Learning from Biomedical Data.},
year = {2013},
booktitle = {BIOSIGNALS},
author = {{Torsten Schön} and {Martin Stetter} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}},
publisher = {SciTePress},
booktitle = {BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Barcelona, Spain, 11-14 February, 2013.}
}
@inproceedings{conf/biostec/TomeHLTSPVL13,
title = {Feature Extraction and Classification of Biosignals - Emotion Valence Detection from EEG Signals.},
year = {2013},
booktitle = {BIOSIGNALS},
author = {{Ana Maria Tomé} and {Antonio R. Hidalgo-Muñoz} and {M. M. López} and {Ana R. Teixeira} and {Isabel M. Santos} and {Ana Teresa Pereira} and {M. Vázquez-Marrufo} and {Elmar Wolfgang Lang}},
publisher = {SciTePress},
booktitle = {BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Barcelona, Spain, 11-14 February, 2013.}
}
@article{journals/cbm/Salas-GonzalezGRSLO13,
title = {Parameterization of the distribution of white and grey matter in MRI using the αα-stable distribution.},
year = {2013},
journal = {Comput. Biol. Medicine},
author = {{Diego Salas-Gonzalez} and {J. M. Górriz} and {Javier Ramírez 001} and {Matthias Schloegl} and {Elmar Wolfgang Lang} and {Andrés Ortiz 001}}
}
@article{journals/neuroimage/Salas-GonzalezGRIL13,
title = {Linear intensity normalization of FP-CIT SPECT brain images using the α-stable distribution.},
year = {2013},
journal = {NeuroImage},
author = {{Diego Salas-Gonzalez} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Ignacio Álvarez Illán} and {Elmar Wolfgang Lang}}
}
@article{journals/npl/ZeilerFTPBL13,
title = {Weighted Sliding Empirical Mode Decomposition for Online Analysis of Biomedical Time Series.},
year = {2013},
journal = {Neural Process. Lett.},
author = {{Angela Zeiler} and {Rupert Faltermeier} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Alexander Brawanski} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/inmed/Salas-GonzalezG14,
title = {Affine registration of [123I]FP-CIT SPECT brain images.},
year = {2014},
booktitle = {InMed},
author = {{Diego Salas-Gonzalez} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Ignacio A. Illán} and {Pablo Padilla} and {Francisco Jesús Martínez-Murcia} and {Elmar Wolfgang Lang}},
publisher = {IOS Press},
booktitle = {Innovation in Medicine and Healthcare 2014, Proceedings of the second KES International Conference on Innovation in Medicine and Healthcares, InMed 2014, 9-11 July 2014, San Sebastian, Spain}
}
@inproceedings{conf/miua/Al-BaddaiATVL14,
title = {Combining EMD with ICA to Analyze Combined EEG-fMRI Data.},
year = {2014},
booktitle = {MIUA},
author = {{Saad Al-Baddai} and {Karema Al-Subari} and {Ana Maria Tomé} and {Gregor Volberg} and {Elmar Wolfgang Lang}},
publisher = {BMVA},
booktitle = {Medical Image Understanding and Analysis - MIUA 2014. 18th Annual Conference, Egham, UK, July 9-11, 2014. Proceedings.}
}
@inproceedings{conf/sigmap/Salas-GonzalezGRL14,
title = {Why Using the Alpha-stable Distribution in Neuroimage?.},
year = {2014},
booktitle = {SIGMAP},
author = {{Diego Salas-Gonzalez} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Elmar Wolfgang Lang}},
publisher = {SciTePress},
booktitle = {SIGMAP 2014 - Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications, Vienna, Austria, 28-30 August, 2014}
}
@article{journals/aada/NeubauerTKGPL14,
title = {Bidimensional Ensemble Empirical mode Decomposition of Functional Biomedical Images.},
year = {2014},
journal = {Adv. Data Sci. Adapt. Anal.},
author = {{A. Neubauer} and {Ana Maria Tomé} and {Andreas Kodewitz} and {J. M. Górriz} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/bspc/Al-BaddaiATVHHL14,
title = {Bidimensional ensemble empirical mode decomposition of functional biomedical images taken during a contour integration task.},
year = {2014},
journal = {Biomed. Signal Process. Control.},
author = {{Saad Al-Baddai} and {Karema Al-Subari} and {Ana Maria Tomé} and {Gregor Volberg} and {Simon Hanslmayr} and {Rainer Hammwöhner} and {Elmar Wolfgang Lang}}
}
@article{journals/eswa/SchonSTPL14,
title = {Physarum Learner: A bio-inspired way of learning structure from data.},
year = {2014},
journal = {Expert Syst. Appl.},
author = {{Torsten Schön} and {Martin Stetter} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/ijon/SchachtnerPTPL14,
title = {A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection.},
year = {2014},
journal = {Neurocomputing},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Ana Maria Tomé} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/prl/SchachtnerPTL14,
title = {A Bayesian approach to the Lee-Seung update rules for NMF.},
year = {2014},
journal = {Pattern Recognit. Lett.},
author = {{Reinhard Schachtner} and {Gerhard Pöppel} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/biostec/Gallego-JutglaA15,
title = {Face Recognition by Fast and Stable Bi-dimensional Empirical Mode Decomposition.},
year = {2015},
booktitle = {BIOSIGNALS},
author = {{Esteve Gallego-Jutglà} and {Saad Al-Baddai} and {Karema Al-Subari} and {Ana Maria Tomé} and {Elmar Wolfgang Lang} and {Jordi Solé-Casals}},
publisher = {SciTePress},
booktitle = {BIOSIGNALS 2015 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Lisbon, Portugal, 12-15 January, 2015.}
}
@inproceedings{conf/iwbbio/Salas-GonzalezH15,
title = {Study of the Histogram of the Hippocampus in MRI Using the α-stable Distribution.},
year = {2015},
booktitle = {IWBBIO (1)},
author = {{Diego Salas-Gonzalez} and {Oliver Horeth} and {Elmar Wolfgang Lang} and {Juan Manuel Górriz} and {Javier Ramírez 001}},
publisher = {Springer},
booktitle = {Bioinformatics and Biomedical Engineering - Third International Conference, IWBBIO 2015, Granada, Spain, April 15-17, 2015. Proceedings, Part I}
}
@inproceedings{conf/visapp/Salas-GonzalezL15,
title = {A Posterization Strategy for the Registration of [123I]FP-CIT SPECT Brain Images.},
year = {2015},
booktitle = {VISAPP (3)},
author = {{Diego Salas-Gonzalez} and {Elmar Wolfgang Lang} and {Juan Manuel Górriz} and {Javier Ramírez 001}},
publisher = {SciTePress},
booktitle = {VISAPP 2015 - Proceedings of the 10th International Conference on Computer Vision Theory and Applications, Volume 3, Berlin, Germany, 11-14 March, 2015.}
}
@article{journals/mssp/TomeSVPL15,
title = {A logistic non-negative matrix factorization approach to binary data sets.},
year = {2015},
journal = {Multidimens. Syst. Signal Process.},
author = {{Ana Maria Tomé} and {Reinhard Schachtner} and {Vincent Vigneron} and {Carlos García Puntonet} and {Elmar Wolfgang Lang}}
}
@article{journals/ni/Salas-GonzalezG15,
title = {Building a FP-CIT SPECT Brain Template Using a Posterization Approach.},
year = {2015},
journal = {Neuroinformatics},
author = {{Diego Salas-Gonzalez} and {Juan Manuel Górriz} and {Javier Ramírez 001} and {Ignacio Álvarez Illán} and {Pablo Padilla} and {Francisco Jesús Martínez-Murcia} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/icmla/SiegertSPL16,
title = {A Nonnegative Tensor Factorization Approach for Three-Dimensional Binary Wafer-Test Data.},
year = {2016},
booktitle = {ICMLA},
author = {{Thomas Siegert} and {Reinhard Schachtner} and {Gerhard Pöppel} and {Elmar Wolfgang Lang}},
publisher = {IEEE Computer Society},
booktitle = {15th IEEE International Conference on Machine Learning and Applications, ICMLA 2016, Anaheim, CA, USA, December 18-20, 2016}
}
@article{journals/bspc/Al-BaddaiATLSL16,
title = {Analysis of fMRI images with bi-dimensional empirical mode decomposition based-on Green's functions.},
year = {2016},
journal = {Biomed. Signal Process. Control.},
author = {{Saad Al-Baddai} and {Karema Al-Subari} and {Ana Maria Tomé} and {Bernd Ludwig} and {Diego Salas-Gonzales} and {Elmar Wolfgang Lang}}
}
@article{journals/isci/Al-BaddaiATSL16,
title = {A green's function-based Bi-dimensional empirical mode decomposition.},
year = {2016},
journal = {Inf. Sci.},
author = {{Saad Al-Baddai} and {Karema Al-Subari} and {Ana Maria Tomé} and {Jordi Solé-Casals} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/ibpria/VigneronSDLBT17,
title = {Z-Images.},
year = {2017},
booktitle = {IbPRIA},
author = {{Vincent Vigneron} and {Tahir Q. Syed} and {Leonardo Tomazeli Duarte} and {Elmar Wolfgang Lang} and {Sadaf I. Behlim} and {Ana Maria Tomé}},
publisher = {Springer},
booktitle = {Pattern Recognition and Image Analysis - 8th Iberian Conference, IbPRIA 2017, Faro, Portugal, June 20-23, 2017, Proceedings}
}
@inproceedings{conf/um/Al-BaddaiSLL17,
title = {Do Museum Visitors See what Educators Want Them to See?},
year = {2017},
booktitle = {UMAP (Adjunct Publication)},
author = {{Saad Al-Baddai} and {Barbara Ströhl} and {Elmar Wolfgang Lang} and {Bernd Ludwig}},
publisher = {ACM},
booktitle = {Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, UMAP 2017, Bratislava, Slovakia, July 09 - 12, 2017}
}
@article{journals/cmpb/GoldhackerKILT17,
title = {A multi-variate blind source separation algorithm.},
year = {2017},
journal = {Comput. Methods Programs Biomed.},
author = {{Markus Goldhacker} and {P. Keck} and {A. Igel} and {Elmar Wolfgang Lang} and {Ana Maria Tomé}}
}
@article{journals/sigpro/VigneronKCTL18,
title = {Non-negative sub-tensor ensemble factorization (NsTEF) algorithm. A new incremental tensor factorization for large data sets.},
year = {2018},
journal = {Signal Process.},
author = {{Vincent Vigneron} and {Andreas Kodewitz} and {Michele Nazareth da Costa} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}}
}
@inproceedings{conf/embc/TeixeiraSLT19,
title = {Mining EEG scalp maps of independent components related to HCT tasks.},
year = {2019},
booktitle = {EMBC},
author = {{Ana R. Teixeira} and {Isabel M. Santos} and {Elmar Wolfgang Lang} and {Ana Maria Tomé}},
publisher = {IEEE},
booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, July 23-27, 2019}
}
@inproceedings{conf/embc/WeinTGGL19,
title = {Hybridizing EMD with cICA for fMRI Analysis of Patient Groups.},
year = {2019},
booktitle = {EMBC},
author = {{Simon Wein} and {Ana Maria Tomé} and {Markus Goldhacker} and {Mark W. Greenlee} and {Elmar Wolfgang Lang}},
publisher = {IEEE},
booktitle = {41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019, Berlin, Germany, July 23-27, 2019}
}
@inproceedings{conf/ipta/KoboldLTVMFAACL19,
title = {Stroke Thrombus Segmentation on SWAN with Multi-Directional U-Nets.},
year = {2019},
booktitle = {IPTA},
author = {{Jonathan Kobold} and {Elmar Wolfgang Lang} and {Ana Maria Tomé} and {Vincent Vigneron} and {Hichem Maaref} and {Dominique Fourer} and {M. Aghasaryan} and {C. Alecu} and {N. Chausson} and {Y. L'Hermitte} and {D. Smadja}},
publisher = {IEEE},
booktitle = {Ninth International Conference on Image Processing Theory, Tools and Applications, IPTA 2019, Istanbul, Turkey, November 6-9, 2019}
}
@article{journals/corr/abs-1903-09412,
title = {A constrained ICA-EMD Model for Group Level fMRI Analysis.},
year = {2019},
journal = {CoRR},
author = {{Simon Wein} and {Ana Maria Tomé} and {Markus Goldhacker} and {Mark W. Greenlee} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-1904-02217,
title = {Decomposing Temperature Time Series with Non-Negative Matrix Factorization.},
year = {2019},
journal = {CoRR},
author = {{Peter Weiderer} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-1911-11536,
title = {Electricity Load Forecasting - An Evaluation of Simple 1D-CNN Network Structures.},
year = {2019},
journal = {CoRR},
author = {{Christian Lang} and {Florian Steinborn} and {Oliver Steffens} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-2010-05769,
title = {Parameterized Reinforcement Learning for Optical System Optimization.},
year = {2020},
journal = {CoRR},
author = {{Heribert Wankerl} and {Maike Lorena Stern} and {Ali Mahdavi} and {Christoph Eichler} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-2010-07143,
title = {A Graph Neural Network Framework for Causal Inference in Brain Networks.},
year = {2020},
journal = {CoRR},
author = {{Simon Wein} and {Wilhelm M. Malloni} and {Ana Maria Tomé} and {Sebastian M. Frank} and {Gina-Isabelle Henze} and {Stefan Wüst} and {Mark W. Greenlee} and {Elmar Wolfgang Lang}}
}
@article{journals/soco/Al-BaddaiMGATLL20,
title = {A recognition-verification system for noisy faces based on an empirical mode decomposition with Green's functions.},
year = {2020},
journal = {Soft Comput.},
author = {{Saad Al-Baddai} and {Pere Martí-Puig} and {Esteve Gallego-Jutglà} and {Karema Al-Subari} and {Ana Maria Tomé} and {Bernd Ludwig} and {Elmar Wolfgang Lang} and {Jordi Solé-Casals}}
}
@article{journals/cin/StetterL21,
title = {Learning Intuitive Physics and One-Shot Imitation Using State-Action-Prediction Self-Organizing Maps.},
year = {2021},
journal = {Comput. Intell. Neurosci.},
author = {{Martin Stetter} and {Elmar Wolfgang Lang}}
}
@article{journals/cin/WeinDTGMGL21,
title = {Brain Connectivity Studies on Structure-Function Relationships: A Short Survey with an Emphasis on Machine Learning.},
year = {2021},
journal = {Comput. Intell. Neurosci.},
author = {{Simon Wein} and {Gustavo Deco} and {Ana Maria Tomé} and {Markus Goldhacker} and {Wilhelm M. Malloni} and {Mark W. Greenlee} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-2111-15486,
title = {Playing Ping Pong with Light: Directional Emission of White Light.},
year = {2021},
journal = {CoRR},
author = {{Heribert Wankerl} and {Christopher Wiesmann} and {Laura Kreiner} and {Rainer Butendeich} and {Alexander Luce} and {Sandra Sobczyk} and {Maike Lorena Stern} and {Elmar Wolfgang Lang}}
}
@article{journals/eswa/XarezWTL21,
title = {Extracting control variables of casting processes with NMF and rule extraction.},
year = {2021},
journal = {Expert Syst. Appl.},
author = {{M. Xarez} and {P. Weiderer} and {Ana Maria Tomé} and {Elmar Wolfgang Lang}}
}
@article{journals/corr/abs-2209-03013,
title = {Quantitative probing: Validating causal models using quantitative domain knowledge.},
year = {2022},
journal = {CoRR},
author = {{Daniel Grünbaum} and {Maike Lorena Stern} and {Elmar Wolfgang Lang}}
}