Cesar F. Caiafa

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Andrzej CichockiSystems Research Institute, Nicolaus Copernicus University, RIKEN (AIP)Verified email at riken.jp
Jordi Solé-Casals (ORCID:0000-0002-...Full Professor at the University of Vic - Central University of CataloniaVerified email at uvic.cat
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
Sun ZheJuntendo University/RIKENVerified email at juntendo.ac.jp
ANH-HUY PHANSKOLKOVO Institute of Science and TechnologyVerified email at skoltech.ru
Franco PestilliThe University of Texas, AustinVerified email at utexas.edu
Danilo MandicProf. of Machine Intelligence, Dept of Electrical and Electronic Eng., Imperial College London, UKVerified email at imperial.ac.uk
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
Pere Marti-PuigAssociate Professor, University of VicVerified email at uvic.cat
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
Toshihisa TanakaTokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Sergio E. LewUniversidad de Buenos AiresVerified email at fi.uba.ar
Hiromasa TakemuraNational Institute for Physiological SciencesVerified email at nips.ac.jp
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
Emanuele SalernoNational Research Council of ItalyVerified email at ieee.org
Lindsey KitchellJohns Hopkins University Applied Physics LabVerified email at jhuapl.edu
Bradley CaronPrograms of Neuroscience & Vision Sciences, Indiana UniversityVerified 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	1555	2015
Computing sparse representations of multidimensional signals using Kronecker bases CF Caiafa, A Cichocki Neural computation 25 (1), 186-220, 2013	219	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	164	2012
Ensemble tractography H Takemura, CF Caiafa, BA Wandell, F Pestilli PLoS computational biology 12 (2), e1004692, 2016	132	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	120	2010
Multidimensional compressed sensing and their applications CF Caiafa, A Cichocki Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013	117	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	102	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	78	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	71	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	65	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	57	2012
Multidimensional encoding of brain connectomes CF Caiafa, F Pestilli Scientific reports 7 (1), 11491, 2017	54	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	44	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	35	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
Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization J Zhang, F Feng, P Marti-Puig, CF Caiafa, Z Sun, F Duan, J Solé-Casals Information Sciences 581, 215-232, 2021	26	2021

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