| 113 | -- | 116 | Saeid Sanei, Paris Smaragdis, Anthony T. S. Ho, Asoke K. Nandi, Jan Larsen. Guest Editorial: Machine Learning for Signal Processing |
| 117 | -- | 131 | Luc Le Magoarou, Alexey Ozerov, Ngoc Q. K. Duong. Text-Informed Audio Source Separation. Example-Based Approach Using Non-Negative Matrix Partial Co-Factorization |
| 133 | -- | 143 | Adnan Shah. A Model-Free De-Drifting Approach for Detecting BOLD Activities in fMRI Data |
| 145 | -- | 157 | Nobutaka Ito, Emmanuel Vincent, Tomohiro Nakatani, Nobutaka Ono, Shoko Araki, Shigeki Sagayama. Blind Suppression of Nonstationary Diffuse Acoustic Noise Based on Spatial Covariance Matrix Decomposition |
| 159 | -- | 166 | Basel Abu-Jamous, Rui Fa, David J. Roberts, Asoke K. Nandi. Application of the Bi-CoPaM Method to Five Escherichia Coli Datasets Generated under Various Biological Conditions |
| 167 | -- | 178 | Ofir Lindenbaum, Arie Yeredor, Ran Vitek, Moshe Mishali. Blind Separation of Orthogonal Mixtures of Spatially-Sparse Sources with Unknown Sparsity Levels and with Temporal Blocks |
| 179 | -- | 188 | Amir Adler, Michael Elad, Yacov Hel-Or, Ehud Rivlin. Sparse Coding with Anomaly Detection |
| 189 | -- | 199 | Daniele Barchiesi, Mark D. Plumbley. Learning Incoherent Subspaces: Classification via Incoherent Dictionary Learning |
| 201 | -- | 210 | Hideitsu Hino. Entropy Power Inequality for Learning Optimal Combination of Kernel Functions |