Concepedia

César F. Caiafa

CF

Statistics

Publications

39

Citations

3.1K

H-Index

24

Active since

2006

Affiliations

Instituto Argentino de Radioastronomía(Current)

Consejo Nacional de Investigaciones Científicas y Técnicas

Universitat de Vic - Universitat Central de Catalunya

Universidad de Buenos Aires

Nankai University

César F. Caiafa is an author at Instituto Argentino de Radioastronomía specializing in dimensionality reduction, computer science, and computing.

Publications per year

2006–2024

39

Publications

39

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

Andrzej Cichocki, Danilo P. Mandic, Lieven De Lathauwer et al. · IEEE Signal Processing Magazine · 2015 · 1.4K citations · Full text

Computing, Data Science, Machine Learning +15

Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases

César F. Caiafa, Andrzej Cichocki · Neural Computation · 2012 · 184 citations · Full text

Natural Sciences, Computer Science, Mathematics +17

Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method

Qibin Zhao, César F. Caiafa, Danilo P. Mandic et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 147 citations · Full text

Computing, Data Science, Movement Analysis +15

Ensemble Tractography

Hiromasa Takemura, César F. Caiafa, Brian A. Wandell et al. · PLoS Computational Biology · 2016 · 129 citations · Full text

Medicine, Neurobiology, Neuroscience +17

Generalizing the column–row matrix decomposition to multi-way arrays

César F. Caiafa, Andrzej Cichocki · Linear Algebra and its Applications · 2010 · 115 citations

Computing, Computer Engineering, Computer Science +13

1–5 of 39