| 4 | -- | 0 | Abdelhak Zoubir. Where Are Today?s Signal Processing Heroes? [From the Editor] |
| 6 | -- | 0 | Alex Acero. Where Does Your Conference Registration Fee Go? [President's Message] |
| 8 | -- | 9 | Michael J. Gormish. Top Downloads in IEEE Xplore [Reader's Choice] |
| 10 | -- | 14 | John Edwards. Signal Processing Leads to New Wireless Technologies [Special Reports] |
| 15 | -- | 16 | Georgios B. Giannakis, Francis Bach, Raphael Cendrillon, Michael Mahoney, Jennifer Neville. Signal Processing for Big Data [From the Guest Editors] |
| 18 | -- | 31 | Konstantinos Slavakis, Georgios B. Giannakis, Gonzalo Mateos. Modeling and Optimization for Big Data Analytics: (Statistical) learning tools for our era of data deluge |
| 32 | -- | 43 | Volkan Cevher, Stephen Becker, Mark Schmidt. Convex Optimization for Big Data: Scalable, randomized, and parallel algorithms for big data analytics |
| 44 | -- | 56 | Ali Tajer, Venugopal V. Veeravalli, H. Vincent Poor. Outlying Sequence Detection in Large Data Sets: A data-driven approach |
| 57 | -- | 70 | Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos. Parallel Randomly Compressed Cubes : A scalable distributed architecture for big tensor decomposition |
| 71 | -- | 79 | Nico Vervliet, Otto Debals, Laurent Sorber, Lieven De Lathauwer. Breaking the Curse of Dimensionality Using Decompositions of Incomplete Tensors: Tensor-based scientific computing in big data analysis |
| 80 | -- | 90 | Aliaksei Sandryhaila, José M. F. Moura. Big Data Analysis with Signal Processing on Graphs: Representation and processing of massive data sets with irregular structure |
| 91 | -- | 100 | Anna C. Gilbert, Piotr Indyk, Mark Iwen, Ludwig Schmidt. Recent Developments in the Sparse Fourier Transform: A compressed Fourier transform for big data |
| 101 | -- | 111 | Steven Verstockt, Viktor Slavkovikj, Pieterjan De Potter, Rik Van de Walle. Collaborative Bike Sensing for Automatic Geographic Enrichment: Geoannotation of road\/terrain type by multimodal bike sensing |
| 112 | -- | 128 | Tülay Adali, Peter J. Schreier. Optimization and Estimation of Complex-Valued Signals: Theory and applications in filtering and blind source separation |
| 130 | -- | 136 | Rishee K. Jain, José M. F. Moura, Constantine E. Kontokosta. Big Data + Big Cities: Graph Signals of Urban Air Pollution [Exploratory SP] |
| 138 | -- | 143 | Anthony G. Christodoulou, Peter Kellman, Zhi-Pei Liang. Accelerating Cardiovascular Magnetic Resonance Imaging: Signal Processing Meets Nuclear Spins [Life Sciences] |
| 144 | -- | 149 | Guangtao Zhai, Xiaolin Wu. Multiuser Collaborative Viewport via Temporal Psychovisual Modulation [Applications Corner] |