Suivre
Cesar F. Caiafa
Cesar F. Caiafa
Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires
Adresse e-mail validée de iar.unlp.edu.ar - Page d'accueil
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Année
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
15522015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
2192013
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
1642012
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), e1004692, 2016
1302016
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
1202010
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
1172013
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
1022019
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
772019
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
712008
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
642021
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
592014
Block sparse representations of tensors using Kronecker bases
CF Caiafa, A Cichocki
2012 IEEE international conference on acoustics, speech and signal …, 2012
572012
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 11491, 2017
542017
Blind spectral unmixing by local maximization of non-Gaussianity
CF Caiafa, E Salerno, AN Proto, L Fiumi
Signal Processing 88 (1), 50-68, 2008
502008
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
CF Caiafa, AN Proto
Signal Processing 86 (11), 3404-3420, 2006
432006
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
412018
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
382011
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
352010
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
272014
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
262021
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