Get started
Author

Cesar Federico Caiafa

Observed names: C F Caiafa, C. F. CAIAFA, C. F. Caiafa, C.F. Caiafa, Caiafa C., Caiafa C. F., Caiafa C. F., Caiafa Cesar, Caiafa, C. F., Caiafa, C.F., Caiafa, Cesar, Caiafa, Cesar F, Caiafa, Cesar F., Caiafa, Cesar F.; Pestilli, Franco, Caiafa, César F., Caiafa, César Federico, Cesar Caiafa, Cesar F Caiafa, Cesar F. Caiafa, César F. Caiafa, César Federico Caiafa
Observed institutions: Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo", Consejo Nacional de Investigaciones Científicas y Técnicas, Nankai University, Universidad de Buenos Aires, RIKEN Center for Brain Science, RIKEN, Indiana University Bloomington, Comisión de Investigaciones Científicas, RIKEN Center for Advanced Intelligence Project, Instituto Argentino de Radioastronomía, Centro Científico Tecnológico - La Plata, Indiana University, Universidad Nacional de La Plata
ORCID: 0000-0001-5437-6095
Observed ORCID: 0000-0001-5437-6095
OpenAlex ID: A5024870237
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 · Andrzej Cichocki, Danilo Mandic, et al. · IEEE Signal Processing Magazine · 1,401
Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases
2012 · Cesar F. Caiafa, Andrzej Cichocki · Neural Computation · 185
PDF
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method
2012 · Qibin Zhao, C. F. Caiafa, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 149
PDF
Generalizing the column–row matrix decomposition to multi-way arrays
2010 · Cesar F. Caiafa, Andrzej Cichocki · Linear Algebra and its Applications · 109
PDF
Ensemble Tractography
2016 · Hiromasa Takemura, Cesar F. Caiafa, et al. · PLoS Computational Biology · 106
Multidimensional compressed sensing and their applications
2013 · Cesar F. Caiafa, Andrzej Cichocki · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 94
PDF
A multimodal emotion recognition method based on facial expressions and electroencephalography
2021 · Ying Tan, Zhe Sun, et al. · Biomedical Signal Processing and Control · 89
The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services
2019 · Paolo Avesani, Brent McPherson, et al. · Scientific Data · 83
PDF
Associative white matter connecting the dorsal and ventral posterior human cortex
2019 · Daniel Bullock, Hiromasa Takemura, et al. · Brain Structure and Function · 71
PDF
Flexible HALS algorithms for sparse non-negative matrix/tensor factorization
2008 · Andrzej Cichocki, Anh Huy Phan, et al. · Machine learning for signal processing ... · 53
Block sparse representations of tensors using Kronecker bases
2012 · Cesar F. Caiafa, Andrzej Cichocki · IEEE International Conference on Acoustics Speech and Signal Processing · 50
Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections
2014 · Cesar F. Caiafa, Andrzej Cichocki · IEEE Transactions on Signal Processing · 46
PDF
Brain-Computer Interface with Corrupted EEG Data: a Tensor Completion Approach
2018 · J. Solé-Casals, C. F. Caiafa, et al. · Cognitive Computation · 44
PDF
Multidimensional encoding of brain connectomes
2017 · Cesar F. Caiafa, Franco Pestilli · Scientific Reports · 42
PDF
Machine Learning Methods with Noisy, Incomplete or Small Datasets
2021 · Cesar F. Caiafa, Zhe Sun, et al. · Applied Sciences · 39
PDF
Blind spectral unmixing by local maximization of non-Gaussianity
2007 · C.F. Caiafa, E. Salerno, et al. · Signal Processing · 37
Decomposition Methods for Machine Learning with Small, Incomplete or Noisy Datasets
2020 · Cesar Federico Caiafa, Jordi Solé-Casals, et al. · Applied Sciences · 34
PDF
Exploratory Analysis of SCADA Data from Wind Turbines Using the K-Means Clustering Algorithm for Predictive Maintenance Purposes
2023 · Pablo Cosa Rodriguez, Pere Marti-Puig, et al. · Machines · 30
PDF
Serial-EMD: Fast empirical mode decomposition method for multi-dimensional signals based on serialization
2021 · Jin Zhang, Fan Feng, et al. · Information Sciences · 30
PDF
A new catalog of H i supershell candidates in the outer part of the Galaxy
2014 · L. A. Suad, C. F. Caiafa, et al. · Astronomy and Astrophysics · 29
PDF
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach
2011 · Qibin Zhao, César F. Caiafa, et al. · CONICET Digital (CONICET) · 27
Dynamic peer-to-peer competition
2010 · L.F. Caram, C.F. Caiafa, et al. · Physica A Statistical Mechanics and its Applications · 27
PDF
Separation of statistically dependent sources using an L 2 -distance non-Gaussianity measure
2006 · César F. Caiafa, A. N. Proto · Signal Processing · 26
Early prediction of dementia using fMRI data with a graph convolutional network approach
2024 · Shuning Han, Zhe Sun, et al. · Journal of Neural Engineering · 24
PDF
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction
2021 · Salman Ahmadi-Asl, Cesar F. Caiafa, et al. · IEEE Access · 23
Works count: 147
Citation count: 3,286
H-index: 23
I10-index: 42
Year
Topic
Type