Cesar F. Caiafa

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Andrzej CichockiIBS PAN , Skoltech , UMK Torun, Riken AIPVerified email at skoltech.ru
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
Jordi Solé-Casals (ORCID:0000-0002-...Full Professor at the University of Vic - Central University of CataloniaVerified email at uvic.cat
ANH-HUY PHANSKOLKOVO Institute of Science and TechnologyVerified email at skoltech.ru
Franco PestilliThe University of Texas, AustinVerified email at utexas.edu
Danilo MandicDepartment of Electrical and Electronic Engineering, Imperial College London, United KingdomVerified email at imperial.ac.uk
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
Sun ZheRIKENVerified email at riken.jp
Lieven De LathauwerKULeuvenVerified email at kuleuven.be
Liqing Zhang （张丽清）Professor, Department of Computer Science, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
Leonidas Facundo CaramProfessor at Engineering Faculty, Buenos Aires UniversityVerified email at fi.uba.ar
Lindsey KitchellJohns Hopkins University Applied Physics LabVerified email at jhuapl.edu
Bradley CaronPrograms of Neuroscience & Vision Sciences, Indiana UniversityVerified email at iu.edu
Emanuele SalernoNational Research Council of ItalyVerified email at ieee.org
Pere Marti-PuigAssociate Professor, University of VicVerified email at uvic.cat
Hiromasa TakemuraNational Institute for Physiological SciencesVerified email at nips.ac.jp
Laura A. SuadInstituto Argentino de RadioastronomíaVerified email at iar.unlp.edu.ar
Silvina CichowolskiFCAGLPVerified email at fcaglp.unlp.edu.ar
Edmundo Marcelo ArnalDoctor en Astronomía, Universidad Nacional de La Plata Verified email at fcaglp.unlp.edu.ar
Andrew SaykinIndiana University School of MedicineVerified email at iu.edu

Cesar F. Caiafa

Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires

Verified email at iar.unlp.edu.ar - Homepage

Machine learning compressed sensing sparse representations tensors brain diffusion MRI


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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	1305	2015
Computing sparse representations of multidimensional signals using Kronecker bases CF Caiafa, A Cichocki Neural computation 25 (1), 186-220, 2013	195	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	141	2012
Multidimensional compressed sensing and their applications CF Caiafa, A Cichocki Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013	103	2013
Ensemble tractography H Takemura, CF Caiafa, BA Wandell, F Pestilli PLoS computational biology 12 (2), e1004692, 2016	102	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	101	2010
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	68	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	63	2008
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	58	2014
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	57	2019
Block sparse representations of tensors using Kronecker bases CF Caiafa, A Cichocki 2012 IEEE international conference on acoustics, speech and signal …, 2012	49	2012
Multidimensional encoding of brain connectomes CF Caiafa, F Pestilli Scientific reports 7 (1), 11491, 2017	48	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	48	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
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	36	2011
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	33	2018
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	32	2010
Cooperative peer-to-peer multiagent-based systems LF Caram, CF Caiafa, M Ausloos, AN Proto Physical Review E 92 (2), 022805, 2015	23	2015
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	22	2021
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	22	2014

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