| 2009 | Condensed Representation of Sequential Patterns According to Frequency-Based Measures. | Marc Plantevit, Bruno Crmilleux |
| 2009 | Modeling the Short Time Fourier Transform Ratio and Application to Underdetermined Audio Source Separation. | Dinh-Tuan Pham, Zaher El-Chami, Alexandre Gurin, Christine Servire |
| 2009 | Least Square Joint Diagonalization of Matrices under an Intrinsic Scale Constraint. | Dinh-Tuan Pham, Marco Congedo |
| 2009 | Blind Channel Identification in (2 1) Alamouti Coded Systems Based on Maximizing the Eigenvalue Spread of Cumulant Matrices. | Hctor J. Prez-Iglesias, Daniel I. Iglesia, Adriana Dapena, Vicente Zarzoso |
| 2009 | Leveraging Call Center Logs for Customer Behavior Prediction. | Anju G. Parvathy, Bintu G. Vasudevan, Abhishek Kumar, Rajesh Balakrishnan |
| 2009 | Trajectory Voting and Classification Based on Spatiotemporal Similarity in Moving Object Databases. | Costas Panagiotakis, Nikos Pelekis, Ioannis Kopanakis |
| 2009 | Probabilistic Formulation of Independent Vector Analysis Using Complex Gaussian Scale Mixtures. | Jason A. Palmer, Kenneth Kreutz-Delgado, Scott Makeig |
| 2009 | Image Coding and Compression with Sparse 3D Discrete Cosine Transform. | Hamid Palangi, Aboozar Ghafari, Massoud Babaie-Zadeh, Christian Jutten |
| 2009 | An Analysis of Unsupervised Signal Processing Methods in the Context of Correlated Sources. | Aline Neves, Cristina Wada, Ricardo Suyama, Romis Ribeiro Faissol Attux, Joo Marcos Travassos Romano |
| 2009 | Cumulative State Coherence Transform for a Robust Two-Channel Multiple Source Localization. | Francesco Nesta, Piergiorgio Svaizer, Maurizio Omologo |
| 2009 | Extension of Sparse, Adaptive Signal Decompositions to Semi-blind Audio Source Separation. | Andrew Nesbit, Emmanuel Vincent, Mark D. Plumbley |
| 2009 | Blind Source Separation of Sparse Overcomplete Mixtures and Application to Neural Recordings. | Michal Natora, Felix Franke, Matthias H. J. Munk, Klaus Obermayer |
| 2009 | An ICA-Based Method for Blind Source Separation in Sparse Domains. | Everton Z. Nadalin, Ricardo Suyama, Romis Ribeiro Faissol Attux |
| 2009 | Subgroup Discovery for Test Selection: A Novel Approach and Its Application to Breast Cancer Diagnosis. | Marianne Mueller, Rmer Rosales, Harald Steck, Sriram Krishnan, Bharat Rao, Stefan Kramer |
| 2009 | Narrow-Band Short-Time Frequency-Domain Blind Signal Separation of Passive Sonar Signals. | Natanael N. de Moura, Eduardo F. Simas Filho, Jos Manoel de Seixas |
| 2009 | Blind Source Separation with Spatio-SpectralSparsity Constraints - Application to Hyperspectral Data Analysis. | Yassir Moudden, Jrme Bobin, Jean-Luc Starck, Jalal Fadili |
| 2009 | Exploiting Data Missingness in Bayesian Network Modeling. | Sergio Rodrigues de Morais, Alex Aussem |
| 2009 | A Method for Filter Shaping in Convolutive Blind Source Separation. | Radoslaw Mazur, Alfred Mertins |
| 2009 | Improving Time Series Forecasting by Discovering Frequent Episodes in Sequences. | Francisco Martnez-lvarez, Alicia Troncoso Lora, Jos C. Riquelme |
| 2009 | Improving k-NN for Human Cancer Classification Using the Gene Expression Profiles. | Manuel Martn-Merino, Javier De Las Rivas |
| 2009 | Underdetermined BSS of MISO OSTBC Signals. | Ali Mansour, Joe Youssef, Koffi Clment Yao |
| 2009 | Independent Component Analysis (ICA) Using Pearsonian Density Function. | Abhijit Mandal, Arnab Chakraborty |
| 2009 | Bayesian Robust PCA for Incomplete Data. | Jaakko Luttinen, Alexander Ilin, Juha Karhunen |
| 2009 | Atrial Activity Extraction Based on Statistical and Spectral Features. | Raul Llinares, Jorge Igual, Addisson Salazar, Julio Mir-Borrs, Arturo Serrano |
| 2009 | Multi-Optimisation Consensus Clustering. | Jian Li, Stephen Swift, Xiaohui Liu |