César F. Caiafa

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 Sparse Representations of Multidimensional Signals Using Kronecker Bases

César F. Caiafa, Andrzej Cichocki · Neural Computation · 2012 · 183 citations · Full text

Algebraic Equations, Sparse Representation, Engineering +11

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 · 144 citations · Full text

Ensemble Tractography

Hiromasa Takemura, César F. Caiafa, Brian A. Wandell et al. · PLoS Computational Biology · 2016 · 127 citations · Full text

Curvature Threshold, Engineering, Medical Imaging +13

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

César F. Caiafa, Andrzej Cichocki · Linear Algebra and its Applications · 2010 · 113 citations

Array Computing, Matrix Method, Computer Science +2