8. ICA 2009:
Paraty,
Brazil
Tülay Adali, Christian Jutten, João Marcos Travassos Romano, Allan Kardec Barros (Eds.):
Independent Component Analysis and Signal Separation, 8th International Conference, ICA 2009, Paraty, Brazil, March 15-18, 2009. Proceedings.
Lecture Notes in Computer Science 5441 Springer 2009, ISBN 978-3-642-00598-5 BibTeX
Theory
- Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller:
Stationary Subspace Analysis.
1-8
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- Marc Castella, Eric Moreau:
Reference Based Contrast Functions in a Semi-blind Context.
9-16
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- Charles Casimiro Cavalcante, João Marcos Travassos Romano:
On the Relationships between MMSE and Information-Theoretic-Based Blind Criterion for Minimum BER Filtering.
17-24
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- Nhat Anh Cheviet, Mohamed El Badaoui, Adel Belouchrani, Francois Guillet:
Blind Separation of Cyclostationary Signals.
25-33
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- B. Vikrham Gowreesunker, Ahmed H. Tewfik:
A Novel Subspace Clustering Method for Dictionary Design.
34-41
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- Gen Hori:
Comparison of Two Main Approaches to Joint SVD.
42-49
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- Dana Lahat, Jean-François Cardoso, Hagit Messer:
Optimal Performance of Second-Order Multidimensional ICA.
50-57
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- David N. Levin:
Using Signal Invariants to Perform Nonlinear Blind Source Separation.
58-65
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- Jaakko Luttinen, Alexander Ilin, Juha Karhunen:
Bayesian Robust PCA for Incomplete Data.
66-73
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- Abhijit Mandal, Arnab Chakraborty:
Independent Component Analysis (ICA) Using Pearsonian Density Function.
74-81
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- Aline Neves, Cristina Wada, Ricardo Suyama, Romis de Faissol Attux, João M. T. Romano:
An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources.
82-89
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- Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig:
Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures.
90-97
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- Dinh-Tuan Pham, Zaher El-Chami, Alexandre Guérin, Christine Servière:
Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation.
98-105
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- Reinhard Schachtner, Gerhard Pöppel, Ana Maria Tomé, Elmar Wolfgang Lang:
Minimum Determinant Constraint for Non-negative Matrix Factorization.
106-113
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- Christine Servière:
Separation of Convolutive Mixtures with Hybrid Sources.
114-121
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- Diogo C. Soriano, Ricardo Suyama, Romis de Faissol Attux:
Blind Extraction of Chaotic Sources from White Gaussian Noise Based on a Measure of Determinism.
122-129
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- Taiji Suzuki, Masashi Sugiyama:
Estimating Squared-Loss Mutual Information for Independent Component Analysis.
130-137
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- Zoltán Szabó:
Complete Blind Subspace Deconvolution.
138-145
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- Zoltán Szabó, András Lörincz:
Fast Parallel Estimation of High Dimensional Information Theoretical Quantities with Low Dimensional Random Projection Ensembles.
146-153
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- Shikui Tu, Lei Xu:
Theoretical Analysis and Comparison of Several Criteria on Linear Model Dimension Reduction.
154-162
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- Steffen Unkel, Nickolay T. Trendafilov:
Factor Analysis as Data Matrix Decomposition: A New Approach for Quasi-Sphering in Noisy ICA.
163-170
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- Vincent Vigneron, Aurélien Hazan:
Signal Subspace Separation Based on the Divergence Measure of a Set of Wavelets Coefficients.
171-178
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- Baijie Wang, Ercan E. Kuruoglu, Junying Zhang:
ICA by Maximizing Non-stability.
179-186
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- Arie Yeredor:
On Optimal Selection of Correlation Matrices for Matrix-Pencil-Based Separation.
187-194
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- Kun Zhang, Heng Peng, Laiwan Chan, Aapo Hyvärinen:
ICA with Sparse Connections: Revisited.
195-202
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Algorithms and Architectures
- Miguel Almeida, Ricardo Vigário:
Source Separation of Phase-Locked Subspaces.
203-210
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- Paulo B. Batalheiro, Mariane R. Petraglia, Diego B. Haddad:
Online Subband Blind Source Separation for Convolutive Mixtures Using a Uniform Filter Bank with Critical Sampling.
211-218
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- Doru Constantin:
Cebysev Coefficients - Based Algorithm for Estimating the ICA Model.
219-226
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- Konstantinos I. Diamantaras, Theophilos Papadimitriou:
Histogram Based Blind Identification and Source Separation from Linear Instantaneous Mixtures.
227-234
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- Tiago M. Dias, Romis de Faissol Attux, João M. T. Romano, Ricardo Suyama:
Blind Source Separation of Post-Nonlinear Mixtures Using Evolutionary Computation and Gaussianization.
235-242
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- Rémi Dubroca, Christophe De Luigi, Eric Moreau:
Adapted Deflation Approach for Referenced Contrast Optimization in Blind MIMO Convolutive Source Separation.
243-250
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- Carlos Estêvão R. Fernandes, Pierre Comon, Gérard Favier:
Blind Order Detection and Parameter Estimation of MISO-FIR Channels.
251-258
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- Peter Gruber, Harold W. Gutch, Fabian J. Theis:
Hierarchical Extraction of Independent Subspaces of Unknown Dimensions.
259-266
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- Diego B. Haddad, Mariane R. Petraglia, Paulo B. Batalheiro:
On IIR Filters and Convergence Acceleration for Convolutive Blind Source Separation.
267-273
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- Daniel Iglesia, Héctor J. Pérez-Iglesias, Adriana Dapena:
A Cascade System for Solving Permutation and Gain Problems in Frequency-Domain BSS.
274-281
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- Radoslaw Mazur, Alfred Mertins:
A Method for Filter Shaping in Convolutive Blind Source Separation.
282-289
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- Francesco Nesta, Piergiorgio Svaizer, Maurizio Omologo:
Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization.
290-297
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- Dinh-Tuan Pham, Marco Congedo:
Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint.
298-305
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- Matthieu Puigt, Yannick Deville:
Iterative-Shift Cluster-Based Time-Frequency BSS for Fractional-Time-Delay Mixtures.
306-313
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- Bertrand Rivet:
Blind Non-stationnary Sources Separation by Sparsity in a Linear Instantaneous Mixture.
314-321
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- Hicham Saylani, Shahram Hosseini, Yannick Deville:
Blind Separation of Noisy Mixtures of Non-stationary Sources Using Spectral Decorrelation.
322-329
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- Paris Smaragdis, Madhusudana V. S. Shashanka, Bhiksha Raj, Gautham J. Mysore:
Probabilistic Factorization of Non-negative Data with Entropic Co-occurrence Constraints.
330-337
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- Prasad Sudhakar, Rémi Gribonval:
A Sparsity-Based Method to Solve Permutation Indeterminacy in Frequency-Domain Convolutive Blind Source Separation.
338-345
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- Ke Sun, Shikui Tu, David Yang Gao, Lei Xu:
Canonical Dual Approach to Binary Factor Analysis.
346-353
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- Fabian J. Theis, Thomas P. Cason, Pierre-Antoine Absil:
Soft Dimension Reduction for ICA by Joint Diagonalization on the Stiefel Manifold.
354-361
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- Keisuke Toyama, Mark D. Plumbley:
Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix.
362-370
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- Cristina Wada, Douglas M. Consolaro, Rafael Ferrari, Ricardo Suyama, Romis de Faissol Attux, Fernando J. Von Zuben:
Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System.
371-378
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- Jarkko Ylipaavalniemi, Jyri Soppela:
Arabica: Robust ICA in a Pipeline.
379-386
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Biomedical Applications
- Florian Blöchl, Fabian J. Theis:
Estimating Hidden Influences in Metabolic and Gene Regulatory Networks.
387-394
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- Chunqi Chang, Zhi Ding, Yeung Sam Hung:
Nonnegative Network Component Analysis by Linear Programming for Gene Regulatory Network Reconstruction.
395-402
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- Danton Diego Ferreira, Antônio Maurício Ferreira Leite Miranda de Sá, Augusto Santiago Cerqueira, José Manoel de Seixas:
ICA-Based Method for Quantifying EEG Event-Related Desynchronization.
403-410
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- Sidcley P. Gomes, Patrícia da Silva Sousa-Carvalho, Enio Aguiar, Anderson B. Silva, Fábio M. Braga, Allan Kardec Barros:
Localization of Generalized Discharge Sources in Patients with Juvenile Myoclonic Epilepsy Using Independent Components Analysis.
411-418
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- Cédric Gouy-Pailler, Reza Sameni, Marco Congedo, Christian Jutten:
Iterative Subspace Decomposition for Ocular Artifact Removal from EEG Recordings.
419-426
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- Elina Karp, Lauri Parkkonen, Ricardo Vigário:
Denoising Single Trial Event Related Magnetoencephalographic Recordings.
427-434
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- Ingo R. Keck, Volker Fischer, Carlos García Puntonet, Elmar Wolfgang Lang:
Eye Movement Quantification in Functional MRI Data by Spatial Independent Component Analysis.
435-442
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- Florian Kohl, Gerd Wübbeler, Dorothea Kolossa, Clemens Elster, Markus Bär, Reinhold Orglmeister:
Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies.
443-450
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- Raul Llinares, Jorge Igual, Addisson Salazar, Julio Miró-Borrás, Arturo Serrano:
Atrial Activity Extraction Based on Statistical and Spectral Features.
451-458
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- Michal Natora, Felix Franke, Matthias Munk, Klaus Obermayer:
Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings.
459-466
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- Hans Georg Stockmeier, Heidi Bäcker, Wolfgang Bäumler, Elmar Wolfgang Lang:
BSS-Based Feature Extraction for Skin Lesion Image Classification.
467-474
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- Zoran Tiganj, Mamadou Mboup:
Spike Detection and Sorting: Combining Algebraic Differentiations with ICA.
475-482
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Image Processing
- André Borges Cavalcante, Fausto Lucena, Allan Kardec Barros, Yoshinori Takeuchi, Noboru Ohnishi:
Segmentation of Natural and Man-Made Structures by Independent Component Analysis.
483-490
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- Klaus Fabian Côco, Evandro Ottoni Teatini Salles, Mário Sarcinelli Filho:
Topographic Independent Component Analysis Based on Fractal and Morphology Applied to Texture Segmentation.
491-498
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- Koray Kayabol, Ercan E. Kuruoglu, Bülent Sankur:
Image Source Separation Using Color Channel Dependencies.
499-506
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- Urs Köster, Jussi T. Lindgren, Michael Gutmann, Aapo Hyvärinen:
Learning Natural Image Structure with a Horizontal Product Model.
507-514
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- Urs Köster, Jussi T. Lindgren, Aapo Hyvärinen:
Estimating Markov Random Field Potentials for Natural Images.
515-522
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- Yassir Moudden, Jérôme Bobin, Jean-Luc Starck, Jalal Fadili:
Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis.
523-531
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- Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten:
Image Coding and Compression with Sparse 3D Discrete Cosine Transform.
532-539
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- Mikkel N. Schmidt, Ole Winther, Lars Kai Hansen:
Bayesian Non-negative Matrix Factorization.
540-547
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- Fabian J. Theis, Richard Neher, Andre Zeug:
Blind Decomposition of Spectral Imaging Microscopy: A Study on Artificial and Real Test Data.
548-556
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- Seyyed Majid Valiollahzadeh, Hamed Firouzi, Massoud Babaie-Zadeh, Christian Jutten:
Image Denoising Using Sparse Representations.
557-564
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Speech and Audio Processing
- Jani Even, Hiroshi Saruwatari, Kiyohiro Shikano:
Target Speech Enhancement in Presence of Jammer and Diffuse Background Noise.
565-572
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- Ruairí de Fréin, Scott T. Rickard, Barak A. Pearlmutter:
Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation.
573-580
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- Eugen Hoffmann, Dorothea Kolossa, Reinhold Orglmeister:
Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator.
581-588
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- Intae Lee, Charles E. Kinney, Bowon Lee, Antonius A. C. M. Kalker:
Solving the Acoustic Echo Cancellation Problem in Double-Talk Scenario Using Non-Gaussianity of the Near-End Signal.
589-596
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- Everton Z. Nadalin, Ricardo Suyama, Romis de Faissol Attux:
An ICA-Based Method for Blind Source Separation in Sparse Domains.
597-604
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- Andrew Nesbit, Emmanuel Vincent, Mark D. Plumbley:
Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation.
605-612
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- Matthieu Puigt, Emmanuel Vincent, Yannick Deville:
Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources.
613-620
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- Gustavo Fernandes Rodrigues, Hani Camille Yehia:
Limitations of the Spectrum Masking Technique for Blind Source Separation.
621-628
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- Auxiliadora Sarmiento, Sergio Cruces, Iván Durán:
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation.
629-636
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- Jongwon Seok, Hafiz Malik:
Audio Watermark Detection Using Undetermined ICA.
637-645
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- Tuomas Virtanen, Ali Taylan Cemgil:
Mixtures of Gamma Priors for Non-negative Matrix Factorization Based Speech Separation.
646-653
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Other Applications
- Byeong-Geun Cheon, Yong-Wan Roh, Dong-Ju Kim, Kwang-Seok Hong:
An Implementation of Floral Scent Recognition System Using ICA Combined with Correlation Coefficients.
654-661
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- Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui:
Ion-Selective Electrode Array Based on a Bayesian Nonlinear Source Separation Method.
662-669
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- Mahdi Khosravy, Mohammad Reza Alsharif, Bin Guo, Hai Lin, Katsumi Yamashita:
A Robust and Precise Solution to Permutation Indeterminacy and Complex Scaling Ambiguity in BSS-Based Blind MIMO-OFDM Receiver.
670-677
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- Ali Mansour, Joe Youssef, Koffi-Clement Yao:
Underdetermined BSS of MISO OSTBC Signals.
678-685
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- Natanael N. de Moura, Eduardo F. Simas Filho, José Manoel de Seixas:
Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals.
686-693
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- Héctor J. Pérez-Iglesias, Daniel Iglesia, Adriana Dapena, Vicente Zarzoso:
Blind Channel Identification in (2 ×1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices.
694-701
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- Addisson Salazar, Arturo Serrano, Raul Llinares, Luis Vergara, Jorge Igual:
ICA Mixture Modeling for the Classification of Materials in Impact-Echo Testing.
702-709
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- Reinhard Schachtner, Gerhard Pöppel, Elmar Wolfgang Lang:
Binary Nonnegative Matrix Factorization Applied to Semi-conductor Wafer Test Sets.
710-717
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- Eduardo F. Simas Filho, José Manoel de Seixas, Luiz Pereira Calôba:
High-Energy Particles Online Discriminators Based on Nonlinear Independent Components.
718-725
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- Flávio Henrique Vieira Teles, Lígia Maria Carvalho Sousa, George E. Bozinis, Wesley F. de Miranda, Charles Casimiro Cavalcante:
Network Traffic Flow Separation and Control Through a Hybrid ICA-Fuzzy Adaptive Algorithm.
726-733
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Special Session on Evaluation
- Emmanuel Vincent, Shoko Araki, Pau Bofill:
The 2008 Signal Separation Evaluation Campaign: A Community-Based Approach to Large-Scale Evaluation.
734-741
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- Shoko Araki, Tomohiro Nakatani, Hiroshi Sawada, Shoji Makino:
Stereo Source Separation and Source Counting with MAP Estimation with Dirichlet Prior Considering Spatial Aliasing Problem.
742-750
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- Simon Arberet, Alexey Ozerov, Rémi Gribonval, Frédéric Bimbot:
Blind Spectral-GMM Estimation for Underdetermined Instantaneous Audio Source Separation.
751-758
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- Scott C. Douglas:
Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data.
759-766
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- Intae Lee:
Permutation Correction in Blind Source Separation Using Sliding Subband Likelihood Function.
767-774
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- Emmanuel Vincent, Simon Arberet, Rémi Gribonval:
Underdetermined Instantaneous Audio Source Separation via Local Gaussian Modeling.
775-782
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Copyright © Sat May 16 23:22:07 2009
by Michael Ley (ley@uni-trier.de)
