7. ICA 2007:
London,
UK
Mike E. Davies, Christopher J. James, Samer A. Abdallah, Mark D. Plumbley (Eds.):
Independent Component Analysis and Signal Separation, 7th International Conference, ICA 2007, London, UK, September 9-12, 2007.
Lecture Notes in Computer Science 4666 Springer 2007, ISBN 978-3-540-74493-1 BibTeX
Theory
- Jean-François Cardoso, Maude Martin:
A Flexible Component Model for Precision ICA.
1-8
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- Marc Castella, Pierre Comon:
Blind Separation of Instantaneous Mixtures of Dependent Sources.
9-16
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- Sergio Cruces, Auxiliadora Sarmiento, Iván Durán:
The Complex Version of the Minimum Support Criterion.
17-24
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- Christophe De Luigi, Eric Moreau:
Optimal Joint Diagonalization of Complex Symmetric Third-Order Tensors. Application to Separation of Non Circular Signals.
25-32
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- Maarten De Vos, Lieven De Lathauwer, Sabine Van Huffel:
Imposing Independence Constraints in the CP Model.
33-40
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- Leonardo Tomazeli Duarte, Christian Jutten:
Blind Source Separation of a Class of Nonlinear Mixtures.
41-48
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- Harold W. Gutch, Fabian J. Theis:
Independent Subspace Analysis Is Unique, Given Irreducibility.
49-56
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- Michel Journée, Pierre-Antoine Absil, Rodolphe Sepulchre:
Optimization on the Orthogonal Group for Independent Component Analysis.
57-64
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- David N. Levin:
Using State Space Differential Geometry for Nonlinear Blind Source Separation.
65-72
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- Jian Ma, Zengqi Sun:
Copula Component Analysis.
73-80
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- Oleg V. Michailovich, Douglas Wiens:
On Separation of Signal Sources Using Kernel Estimates of Probability Densities.
81-88
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- Morten Mørup, Kristoffer Hougaard Madsen, Lars Kai Hansen:
Shifted Independent Component Analysis.
89-96
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- Jason A. Palmer, Kenneth Kreutz-Delgado, Bhaskar D. Rao, Scott Makeig:
Modeling and Estimation of Dependent Subspaces with Non-radially Symmetric and Skewed Densities.
97-104
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- Hao Shen, Knut Hüper:
On the Relationships Between Power Iteration, Inverse Iteration and FastICA.
105-112
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- Toshio Sumi, Toshio Sakata:
A Sufficient Condition for the Unique Solution of Non-Negative Tensor Factorization.
113-120
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- Fabian J. Theis, Motoaki Kawanabe:
Colored Subspace Analysis.
121-128
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- Frédéric Vrins, Dinh-Tuan Pham, Michel Verleysen:
Is the General Form of Renyi's Entropy a Contrast for Source Separation?
129-136
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Algorithms
- Nadia Bali, Ali Mohammad-Djafari:
A Variational Bayesian Algorithm for BSS Problem with Hidden Gauss-Markov Models for the Sources.
137-144
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- C. Capdessus, A. K. Nandi, N. Bouguerriou:
A New Source Extraction Algorithm for Cyclostationary Sources.
145-151
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- Jih-Cheng Chao, Scott C. Douglas:
A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function.
152-160
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- Yannick Deville, Shahram Hosseini:
Stable Higher-Order Recurrent Neural Network Structures for Nonlinear Blind Source Separation.
161-168
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- Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari:
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization.
169-176
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- Cédric Févotte, Fabian J. Theis:
Pivot Selection Strategies in Jacobi Joint Block-Diagonalization.
177-184
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- Sabrina Gaito, Giuliano Grossi:
Speeding Up FastICA by Mixture Random Pruning.
185-192
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- Hicham Ghennioui, El Mostafa Fadaili, Nadège Thirion-Moreau, Abdellah Adib, Eric Moreau:
An Algebraic Non Orthogonal Joint Block Diagonalization Algorithm for Blind Separation of Convolutive Mixtures of Sources.
193-200
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- Hicham Ghennioui, Nadège Thirion-Moreau, Eric Moreau, Abdellah Adib, Driss Aboutajdine:
Non Unitary Joint Block Diagonalization of Complex Matrices Using a Gradient Approach.
201-208
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- Peter Gruber, C. Kohler, Fabian J. Theis:
A Toolbox for Model-Free Analysis of fMRI Data.
209-217
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- Mitsuru Kawamoto, Yujiro Inouye, Kiyotaka Kohno, Takehide Maeda:
An Eigenvector Algorithm with Reference Signals Using a Deflation Approach for Blind Deconvolution.
218-226
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- Jaehyung Lee, Taesu Kim, Soo-Young Lee:
Robust Independent Component Analysis Using Quadratic Negentropy.
227-235
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- Nikolaos Mitianoudis, Tania Stathaki:
Underdetermined Source Separation Using Mixtures of Warped Laplacians.
236-243
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- D. T. Pham:
Blind Separation of Cyclostationary Sources Using Joint Block Approximate Diagonalization.
244-251
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- Barnabás Póczos, Zoltán Szabó, Melinda Kiszlinger, András Lörincz:
Independent Process Analysis Without a Priori Dimensional Information.
252-259
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- Fernando Rojas, Jordi Solé i Casals, Carlos García Puntonet:
An Evolutionary Approach for Blind Inversion of Wiener Systems.
260-267
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- Sen Jia, Yuntao Qian:
A Complexity Constrained Nonnegative Matrix Factorization for Hyperspectral Unmixing.
268-276
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- Ryszard Szupiluk, Piotr Wojewnik, Tomasz Zabkowski:
Smooth Component Analysis as Ensemble Method for Prediction Improvement.
277-284
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- Petr Tichavský, Zbynek Koldovský, Erkki Oja:
Speed and Accuracy Enhancement of Linear ICA Techniques Using Rational Nonlinear Functions.
285-292
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- Vicente Zarzoso, Pierre Comon:
Comparative Speed Analysis of FastICA.
293-300
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- Kun Zhang, Laiwan Chan:
Kernel-Based Nonlinear Independent Component Analysis.
301-308
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- Zhi-Lin Zhang, Liqing Zhang:
Linear Prediction Based Blind Source Extraction Algorithms in Practical Applications.
309-316
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Sparse Methods
- Abdeldjalil Aïssa-El-Bey, Karim Abed-Meraim, Yves Grenier:
Blind Audio Source Separation Using Sparsity Based Criterion for Convolutive Mixture Case.
317-324
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- Jörn Anemüller:
Maximization of Component Disjointness: A Criterion for Blind Source Separation.
325-332
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- Radu Balan:
Estimator for Number of Sources Using Minimum Description Length Criterion for Blind Sparse Source Mixtures.
333-340
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- Thomas Blumensath, Mike E. Davies:
Compressed Sensing and Source Separation.
341-348
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- Jérôme Bobin, Yassir Moudden, Jalal Fadili, Jean-Luc Starck:
Morphological Diversity and Sparsity in Blind Source Separation.
349-356
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- Pando G. Georgiev, Fabian J. Theis, Anca L. Ralescu:
Identifiability Conditions and Subspace Clustering in Sparse BSS.
357-364
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- B. Vikrham Gowreesunker, Ahmed H. Tewfik:
Two Improved Sparse Decomposition Methods for Blind Source Separation.
365-372
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- Ran Kaftory, Yehoshua Y. Zeevi:
Probabilistic Geometric Approach to Blind Separation of Time-Varying Mixtures.
373-380
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- David Knowles, Zoubin Ghahramani:
Infinite Sparse Factor Analysis and Infinite Independent Components Analysis.
381-388
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- G. Hosein Mohimani, Massoud Babaie-Zadeh, Christian Jutten:
Fast Sparse Representation Based on Smoothed l0 Norm.
389-396
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- Nima Noorshams, Massoud Babaie-Zadeh, Christian Jutten:
Estimating the Mixing Matrix in Sparse Component Analysis Based on Converting a Multiple Dominant to a Single Dominant Problem.
397-405
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- Mark D. Plumbley:
Dictionary Learning for L1-Exact Sparse Coding.
406-413
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- Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Shashanka:
Supervised and Semi-supervised Separation of Sounds from Single-Channel Mixtures.
414-421
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- Carlos Magno Sousa, André Borges Cavalcante, Denner Guilhon, Allan Kardec Barros:
Image Compression by Redundancy Reduction.
422-429
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- Emmanuel Vincent:
Complex Nonconvex l p Norm Minimization for Underdetermined Source Separation.
430-437
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- Hadi Zayyani, Massoud Babaie-Zadeh, G. Hosein Mohimani, Christian Jutten:
Sparse Component Analysis in Presence of Noise Using an Iterative EM-MAP Algorithm.
438-445
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Speech and Audio Applications
- Heiko Claussen, Justinian Rosca, Robert I. Damper:
Mutual Interdependence Analysis (MIA).
446-453
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- Brendan Fox, Andrew Sabin, Bryan Pardo, Alec Zopf:
Modeling Perceptual Similarity of Audio Signals for Blind Source Separation Evaluation.
454-461
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- Malay Gupta, Scott C. Douglas:
Beamforming Initialization and Data Prewhitening in Natural Gradient Convolutive Blind Source Separation of Speech Mixtures.
462-470
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- Atsuo Hiroe:
Blind Vector Deconvolution: Convolutive Mixture Models in Short-Time Fourier Transform Domain.
471-479
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- Eugen Hoffmann, Dorothea Kolossa, Reinhold Orglmeister:
A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking.
480-487
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- Maria G. Jafari, Mark D. Plumbley:
The Role of High Frequencies in Convolutive Blind Source Separation of Speech Signals.
488-494
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- Kostas Kokkinakis, Philipos C. Loizou:
Signal Separation by Integrating Adaptive Beamforming with Blind Deconvolution.
495-503
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- Ivica Kopriva:
Blind Signal Deconvolution as an Instantaneous Blind Separation of Statistically Dependent Sources.
504-511
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- Radoslaw Mazur, Alfred Mertins:
Solving the Permutation Problem in Convolutive Blind Source Separation.
512-519
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- Paul D. O'Grady, Barak A. Pearlmutter:
Discovering Convolutive Speech Phones Using Sparseness and Non-negativity.
520-527
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- Masashi Ohata, Kiyotoshi Matsuoka:
Frequency-Domain Implementation of a Time-Domain Blind Separation Algorithm for Convolutive Mixtures of Sources.
528-535
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- R. Mitchell Parry, Irfan A. Essa:
Phase-Aware Non-negative Spectrogram Factorization.
536-543
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- Richard E. Turner, Maneesh Sahani:
Probabilistic Amplitude Demodulation.
544-551
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- Emmanuel Vincent, Hiroshi Sawada, Pau Bofill, Shoji Makino, Justinian P. Rosca:
First Stereo Audio Source Separation Evaluation Campaign: Data, Algorithms and Results.
552-559
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- S. Wehr, Anthony Lombard, Herbert Buchner, Walter Kellermann:
'Shadow BSS' for Blind Source Separation in Rapidly Time-Varying Acoustic Scenes.
560-568
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Biomedical Applications
- Raquel Cervigón, Conor Heneghan, Javier Moreno, Francisco Castells, José Millet:
Evaluation of Propofol Effects in Atrial Fibrillation Using Principal and Independent Component Analysis.
569-576
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- Mike Davies, Christopher James, Suogang Wang:
Space-Time ICA and EM Brain Signals.
577-584
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- C. A. Estombelo-Montesco, D. B. De Araujo, A. C. Roque, E. R. Moraes, Allan Kardec Barros, R. T. Wakai, O. Baffa:
Extraction of Gastric Electrical Response Activity from Magnetogastrographic Recordings by DCA.
585-592
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- Denner Guilhon, Allan Kardec Barros, Silvia Comani:
ECG Compression by Efficient Coding.
593-600
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- Jonathan J. Halford:
Detection of Paroxysmal EEG Discharges Using Multitaper Blind Signal Source Separation.
601-608
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- James M. Harte:
Constrained ICA for the Analysis of High Stimulus Rate Auditory Evoked Potentials.
609-616
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- Ales Holobar, Damjan Zazula:
Gradient Convolution Kernel Compensation Applied to Surface Electromyograms.
617-624
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- Robert Johnson, Jonathan Marchini, Stephen Smith, Christian Beckmann:
Independent Component Analysis of Functional Magnetic Resonance Imaging Data Using Wavelet Dictionaries.
625-632
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- Jong-Hwan Lee, Te-Won Lee, Ferenc A. Jolesz, Seung-Schik Yoo:
Multivariate Analysis of fMRI Group Data Using Independent Vector Analysis.
633-640
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- Ronald Phlypo, Vicente Zarzoso, Pierre Comon, Yves D'Asseler, Ignace Lemahieu:
Extraction of Atrial Activity from the ECG by Spectrally Constrained ICA Based on Kurtosis Sign.
641-648
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- 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.
649-656
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- Wenlu Yang, Liqing Zhang, Libo Ma:
Perception of Transformation-Invariance in the Visual Pathway.
657-664
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- Jarkko Ylipaavalniemi, Ricardo Vigário:
Subspaces of Spatially Varying Independent Components in fMRI.
665-672
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- Heriberto Zavala-Fernández, Tilmann H. Sander, Martin Burghoff, Reinhold Orglmeister, Lutz Trahms:
Multi-modal ICA Exemplified on Simultaneously Measured MEG and EEG Data.
673-680
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Miscellaneous
- Olivier Berné, Yannick Deville, Christine Joblin:
Blind Signal Separation Methods for the Identification of Interstellar Carbonaceous Nanoparticles.
681-688
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- Markus Borschbach, Martin Pyka:
Specific Circumstances on the Ability of Linguistic Feature Extraction Based on Context Preprocessing by ICA.
689-696
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- Ali Taylan Cemgil, Onur Dikmen:
Conjugate Gamma Markov Random Fields for Modelling Nonstationary Sources.
697-705
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- Yannick Deville, Alain Deville:
Blind Separation of Quantum States: Estimating Two Qubits from an Isotropic Heisenberg Spin Coupling Model.
706-713
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- Juan José González de la Rosa, Carlos García Puntonet, Antonio Moreno-Muñoz, A. Illana, J. A. Carmona:
An Application of ICA to BSS in a Container Gantry Crane Cabin's Model.
714-721
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- Rima Guidara, Shahram Hosseini, Yannick Deville:
Blind Separation of Non-stationary Images Using Markov Models.
722-729
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- Zbynek Koldovský, Petr Tichavský:
Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection.
730-737
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- Hariton Korizis, Nikolaos Mitianoudis, Anthony G. Constantinides:
Compact Representations of Market Securities Using Smooth Component Extraction.
738-745
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- Libo Ma, Liqing Zhang:
Bayesian Estimation of Overcomplete Independent Feature Subspaces for Natural Images.
746-753
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- Naoya Ohnishi, Atsushi Imiya:
ICA-Based Image Analysis for Robot Vision.
754-761
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- Lars Omlor, Martin A. Giese:
Learning of Translation-Invariant Independent Components: Multivariate Anechoic Mixtures.
762-769
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- Héctor J. Pérez-Iglesias, Adriana Dapena:
Channel Estimation for O-STBC MISO Systems Using Fourth-Order Cross-Cumulants.
770-777
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- F. Poncelet, G. Kerschen, J.-C. Golinval, F. Marin:
System Identification in Structural Dynamics Using Blind Source Separation Techniques.
778-785
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- Arturo Serrano, Addisson Salazar, Jorge Igual, Luis Vergara:
Image Similarity Based on Hierarchies of ICA Mixtures.
786-793
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- Xavier Sevillano, Germán Cobo, Francesc Alías, Joan Claudi Socoró:
Text Clustering on Latent Thematic Spaces: Variants, Strengths and Weaknesses.
794-801
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- Akaysha C. Tang, Matthew T. Sutherland, Peng Sun, Yan Zhang, Masato Nakazawa, Amy Korzekwa, Zhen Yang, Mingzhou Ding:
Top-Down Versus Bottom-Up Processing in the Human Brain: Distinct Directional Influences Revealed by Integrating SOBI and Granger Causality.
802-809
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- Steffen Unkel, Nickolay T. Trendafilov:
Noisy Independent Component Analysis as a Method of Rotating the Factor Scores.
810-817
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- M. Alex O. Vasilescu, Demetri Terzopoulos:
Multilinear (Tensor) ICA and Dimensionality Reduction.
818-826
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- Arie Yeredor:
ICA in Boolean XOR Mixtures.
827-835
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- Qiang Zhang, Jiande Sun, Ju Liu, Xinghua Sun:
A Novel ICA-Based Image/Video Processing Method.
836-842
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Keynote Talk
Copyright © Sat May 16 23:15:54 2009
by Michael Ley (ley@uni-trier.de)
