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Cesar F. Caiafa
Cesar F. Caiafa
Independent Researcher at CONICET - Adjunct Professor at University of Buenos Aires
Geverifieerd e-mailadres voor iar.unlp.edu.ar - Homepage
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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
16092015
Computing sparse representations of multidimensional signals using Kronecker bases
CF Caiafa, A Cichocki
Neural computation 25 (1), 186-220, 2013
2252013
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
1702012
Ensemble tractography
H Takemura, CF Caiafa, BA Wandell, F Pestilli
PLoS computational biology 12 (2), e1004692, 2016
1352016
Multidimensional compressed sensing and their applications
CF Caiafa, A Cichocki
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 3 (6 …, 2013
1242013
Generalizing the column–row matrix decomposition to multi-way arrays
CF Caiafa, A Cichocki
Linear Algebra and its Applications 433 (3), 557-573, 2010
1242010
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
1042019
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
792019
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
712021
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
702008
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
612014
Block sparse representations of tensors using Kronecker bases
CF Caiafa, A Cichocki
2012 IEEE international conference on acoustics, speech and signal …, 2012
592012
Multidimensional encoding of brain connectomes
CF Caiafa, F Pestilli
Scientific reports 7 (1), 11491, 2017
532017
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
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
442018
Separation of statistically dependent sources using an L2-distance non-Gaussianity measure
CF Caiafa, AN Proto
Signal Processing 86 (11), 3404-3420, 2006
442006
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
282014
Machine learning methods with noisy, incomplete or small datasets
CF Caiafa, Z Sun, T Tanaka, P Marti-Puig, J Solé-Casals
Applied Sciences 11 (9), 4132, 2021
272021
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Artikelen 1–20