| 287 | -- | 288 | Jocelyn Chanussot, Christian Jutten. Special Issue on Machine Learning for Signal Processing |
| 289 | -- | 299 | Paul Honeine, Cédric Richard. A Closed-form Solution for the Pre-image Problem in Kernel-based Machines |
| 301 | -- | 310 | Devis Tuia, Jordi Muñoz-Marí, Mikhail F. Kanevski, Gustavo Camps-Valls. Structured Output SVM for Remote Sensing Image Classification |
| 311 | -- | 323 | Leonardo Tomazeli Duarte, Christian Jutten, Saïd Moussaoui. Bayesian Source Separation of Linear and Linear-quadratic Mixtures Using Truncated Priors |
| 325 | -- | 338 | Laurent Risser, Thomas Vincent, Florence Forbes, Jérôme Idier, Philippe Ciuciu. Min-max Extrapolation Scheme for Fast Estimation of 3D Potts Field Partition Functions. Application to the Joint Detection-Estimation of Brain Activity in fMRI |
| 339 | -- | 350 | Yevgeni Litvin, Israel Cohen. Single-Channel Source Separation of Audio Signals Using Bark Scale Wavelet Packet Decomposition |
| 351 | -- | 359 | Sergey M. Plis, Vamsi K. Potluru, Terran Lane, Vince D. Calhoun. Correlated Noise: How it Breaks NMF, and What to Do About it |
| 361 | -- | 370 | Paris Smaragdis, Bhiksha Raj, Madhusudana V. S. Shashanka. Missing Data Imputation for Time-Frequency Representations of Audio Signals |
| 371 | -- | 389 | David A. Clifton, Samuel Hugueny, Lionel Tarassenko. Novelty Detection with Multivariate Extreme Value Statistics |
| 391 | -- | 402 | Dominik Brugger, Wolfgang Rosenstiel, Martin Bogdan. Online SVR Training by Solving the Primal Optimization Problem |
| 403 | -- | 412 | Trine Julie Abrahamsen, Lars Kai Hansen. Regularized Pre-image Estimation for Kernel PCA De-noising - Input Space Regularization and Sparse Reconstruction |
| 413 | -- | 430 | Sviatoslav Voloshynovskiy, Oleksiy J. Koval, Fokko Beekhof, Taras Holotyak. Information-Theoretic Multiclass Classification Based on Binary Classifiers - On Coding Matrix Design, Reliability and Maximum Number of Classes |
| 431 | -- | 444 | Carsten Stahlhut, Morten Mørup, Ole Winther, Lars Kai Hansen. Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach |
| 445 | -- | 456 | Steven Le Cam, Christophe Collet, Fabien Salzenstein. Detection of Transient Signals in Lung Sounds: Local Approach Using a Markovian Tree with Frequency Selectivity |
| 457 | -- | 468 | Bin Luo, Jocelyn Chanussot. Supervised Hyperspectral Image Classification Based on Spectral Unmixing and Geometrical Features |
| 469 | -- | 478 | Boujemaa Ait-El-Fquih, François Desbouvries. Fixed-Interval Kalman Smoothing Algorithms in Singular State-Space Systems |
| 479 | -- | 496 | Morten Arngren, Mikkel N. Schmidt, Jan Larsen. Unmixing of Hyperspectral Images using Bayesian Non-negative Matrix Factorization with Volume Prior |
| 497 | -- | 508 | Pedro A. Rodriguez, Nicolle M. Correa, Tom Eichele, Vince D. Calhoun, Tülay Adali. Quality Map Thresholding for De-noising of Complex-Valued fMRI Data and Its Application to ICA of fMRI |
| 509 | -- | 523 | Miguel Vega, Javier Mateos, Rafael Molina, Aggelos K. Katsaggelos. Super Resolution of Multispectral Images using ℓ1 Image Models and Interband Correlations |
| 525 | -- | 534 | Konstantinos I. Diamantaras, Theophilos Papadimitriou. Blind Deconvolution of Multi-Input Single-Output Systems Using the Distribution of Point Distances |