Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ... IEEE signal processing magazine 32 (2), 145-163, 2015 | 1529 | 2015 |
Computing sparse representations of multidimensional signals using Kronecker bases CF Caiafa, A Cichocki Neural computation 25 (1), 186-220, 2013 | 215 | 2013 |
Higher order partial least squares (HOPLS): A generalized multilinear regression method Q Zhao, CF Caiafa, DP Mandic, ZC Chao, Y Nagasaka, N Fujii, L Zhang, ... IEEE transactions on pattern analysis and machine intelligence 35 (7), 1660-1673, 2012 | 161 | 2012 |
Ensemble tractography H Takemura, CF Caiafa, BA Wandell, F Pestilli PLoS computational biology 12 (2), e1004692, 2016 | 128 | 2016 |
Generalizing the column–row matrix decomposition to multi-way arrays CF Caiafa, A Cichocki Linear Algebra and its Applications 433 (3), 557-573, 2010 | 118 | 2010 |
Multidimensional compressed sensing and their applications CF Caiafa, A Cichocki Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013 | 114 | 2013 |
The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services P Avesani, B McPherson, S Hayashi, CF Caiafa, R Henschel, ... Scientific data 6 (1), 69, 2019 | 101 | 2019 |
Associative white matter connecting the dorsal and ventral posterior human cortex D Bullock, H Takemura, CF Caiafa, L Kitchell, B McPherson, B Caron, ... Brain structure and Function 224, 2631-2660, 2019 | 74 | 2019 |
Flexible HALS algorithms for sparse non-negative matrix/tensor factorization A Cichocki, AH Phan, C Caiafa 2008 IEEE Workshop on machine learning for signal processing, 73-78, 2008 | 70 | 2008 |
A multimodal emotion recognition method based on facial expressions and electroencephalography Y Tan, Z Sun, F Duan, J Solé-Casals, CF Caiafa Biomedical Signal Processing and Control 70, 103029, 2021 | 61 | 2021 |
Stable, robust, and super fast reconstruction of tensors using multi-way projections CF Caiafa, A Cichocki IEEE Transactions on Signal Processing 63 (3), 780-793, 2014 | 59 | 2014 |
Block sparse representations of tensors using Kronecker bases CF Caiafa, A Cichocki 2012 IEEE international conference on acoustics, speech and signal …, 2012 | 56 | 2012 |
Multidimensional encoding of brain connectomes CF Caiafa, F Pestilli Scientific reports 7 (1), 11491, 2017 | 53 | 2017 |
Blind spectral unmixing by local maximization of non-Gaussianity CF Caiafa, E Salerno, AN Proto, L Fiumi Signal Processing 88 (1), 50-68, 2008 | 50 | 2008 |
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure CF Caiafa, AN Proto Signal Processing 86 (11), 3404-3420, 2006 | 43 | 2006 |
Brain-computer interface with corrupted EEG data: a tensor completion approach J Sole-Casals, CF Caiafa, Q Zhao, A Cichocki Cognitive Computation 10, 1062-1074, 2018 | 41 | 2018 |
Multilinear subspace regression: An orthogonal tensor decomposition approach Q Zhao, CF Caiafa, D Mandic, L Zhang, T Ball, A Schulze-Bonhage, ... Advances in Neural Information Processing Systems 24, 2011 | 38 | 2011 |
Dynamic peer-to-peer competition LF Caram, CF Caiafa, AN Proto, M Ausloos Physica A: Statistical Mechanics and its Applications 389 (13), 2628-2636, 2010 | 34 | 2010 |
A new catalogue of HI supershell candidates in the outer part of the Galaxy LA Suad, CF Caiafa, EM Arnal, S Cichowolski Astronomy & Astrophysics 564 (A116), 1-14, 2014 | 27 | 2014 |
Cooperative peer-to-peer multiagent-based systems LF Caram, CF Caiafa, M Ausloos, AN Proto Physical Review E 92 (2), 022805, 2015 | 25 | 2015 |