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1

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

Cichocki, Andrzej, Mandic, Danilo, De Lathauwer, Lieven, Zhou, Guoxu, Zhao, Qibin, Caiafa, Cesar, PHAN, HUY ANH

Journal:

IEEE Signal Processing Magazine

Year:

2015

Language:

english

File:

PDF, 4.09 MB

english, 2015

2

Multidimensional compressed sensing and their applications

Caiafa, Cesar F., Cichocki, Andrzej

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 2.48 MB

english, 2013

3

Dynamical phase diagrams of a love capacity constrained prey–predator model

Simin, P. Toranj, Jafari, Gholam Reza, Ausloos, Marcel, Caiafa, Cesar Federico, Caram, Facundo, Sonubi, Adeyemi, Arcagni, Alberto, Stefani, Silvana

Journal:

The European Physical Journal B / Condensed Matter and Complex Systems

Year:

2018

Language:

english

File:

PDF, 6.35 MB

english, 2018

4

[IEEE 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Aruba (2009.12.13-2009.12.16)] 2009 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) - Methods for factorization and approximation of Tensors by partial Fiber Sampling

Caiafa, Cesar F., Cichocki, Andrzej

Year:

2009

Language:

english

File:

PDF, 767 KB

english, 2009

5

Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections

Caiafa, Cesar F., Cichocki, Andrzej

Journal:

IEEE Transactions on Signal Processing

Year:

2015

Language:

english

File:

PDF, 1.54 MB

english, 2015

6

Multidimensional encoding of brain connectomes

Caiafa, Cesar F., Pestilli, Franco

Journal:

Scientific Reports

Year:

2017

Language:

english

File:

PDF, 3.44 MB

english, 2017

7

Ensemble Tractography

Takemura, Hiromasa, Caiafa, Cesar F., Wandell, Brian A., Pestilli, Franco, Jbabdi, Saad

Journal:

PLoS Computational Biology

Year:

2016

Language:

english

File:

PDF, 1.72 MB

english, 2016

8

Development of Individual Recognition of Female Southern Elephant Seals, Mirounga leonina, from Punta Norte Península Valdés, Applying Principal Components Analysis

Cesar F. Caiafa, Araceli N. Proto, Daniel Vergani and Zulma Stanganelli

Journal:

Journal of Biogeography

Year:

2005

Language:

english

File:

PDF, 2.45 MB

english, 2005

9

The open diffusion data derivatives, brain data upcycling via integrated publishing of derivatives and reproducible open cloud services

Avesani, Paolo, McPherson, Brent, Hayashi, Soichi, Caiafa, Cesar F., Henschel, Robert, Garyfallidis, Eleftherios, Kitchell, Lindsey, Bullock, Daniel, Patterson, Andrew, Olivetti, Emanuele, Sporns, Ola

Journal:

Scientific Data

Year:

2019

Language:

english

File:

PDF, 3.13 MB

english, 2019

10

Decomposition Methods for Machine Learning with Small, Incomplete or Noisy Datasets

Caiafa, Cesar Federico, SolÃ©-Casals, Jordi, Marti-Puig, Pere, Zhe, Sun, Tanaka, Toshihisa

Journal:

Applied Sciences

Year:

2020

File:

PDF, 1.02 MB

2020

11

[AIP Bayesian Inference and Maximum Entropy Methods In Science and Engineering - Paris, France (8-13 July 2006)] AIP Conference Proceedings - A Minimax Entropy Method for Blind Separation of Dependent Components in Astrophysical Images

Caiafa, Cesar F., Kuruoğlu, Ercan E., Proto, Araceli N.

Year:

2006

Language:

english

File:

PDF, 765 KB

english, 2006

12

[IEEE 2017 IEEE 24th International Conference on High Performance Computing (HiPC) - Jaipur, India (2017.12.18-2017.12.21)] 2017 IEEE 24th International Conference on High Performance Computing (HiPC) - MPI-LiFE: Designing High-Performance Linear Fascicle Evaluation of Brain Connectome with MPI

Gugnani, Shashank, Lu, Xiaoyi, Pestilli, Franco, Caiafa, Cesar, Panda, Dhabaleswar K.

Year:

2017

Language:

english

File:

PDF, 1.40 MB

english, 2017

13

Putative dopamine neurons in the ventral tegmental area enhance information coding in the prefrontal cortex

Mininni, Camilo J., Caiafa, César F., Zanutto, B. Silvano, Tseng, Kuei Y., Lew, Sergio E.

Journal:

Scientific Reports

Year:

2018

Language:

english

File:

PDF, 1.32 MB

english, 2018

14

Most frequent gait patterns in diplegic spastic cerebral palsy

Morais Filho, Mauro César de, Kawamura, Cátia Miyuki, Lopes, José Augusto Fernandes, Neves, Daniella Lins, Cardoso, Michelle de Oliveira, Caiafa, Jordana Brandão

Journal:

Acta Ortopédica Brasileira

Year:

2014

Language:

english

File:

PDF, 247 KB

english, 2014

15

On the conditions for valid objective functions in blind separation of independent and dependent sources

Caiafa, Cesar F

Journal:

EURASIP Journal on Advances in Signal Processing

Year:

2012

Language:

english

File:

PDF, 1.95 MB

english, 2012

16

Development of individual recognition of female southern elephant seals, Mirounga leonina, from Punta Norte Península Valdés, applying principal components analysis

Cesar F. Caiafa, Araceli N. Proto, Daniel Vergani, Zulma Stanganelli

Journal:

Journal of Biogeography

Year:

2005

Language:

english

File:

PDF, 496 KB

english, 2005

17

Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases

Caiafa, Cesar F., Cichocki, Andrzej

Journal:

Neural Computation

Year:

2013

Language:

english

File:

PDF, 1.25 MB

english, 2013

18

Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP

Caiafa, Cesar F., Cichocki, Andrzej

Journal:

Neural Computation

Year:

2009

Language:

english

File:

PDF, 1.03 MB

english, 2009

19

[IEEE ICASSP 2012 - 2012 IEEE International Conference on Acoustics, Speech and Signal Processing - Kyoto, Japan (2012.03.25-2012.03.30)] 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Block sparse representations of tensors using Kronecker bases

Caiafa, Cesar F., Cichocki, Andrzej

Year:

2012

Language:

english

File:

PDF, 245 KB

english, 2012

20

Inverting Monotonic Nonlinearities by Entropy Maximization

Solé-Casals, Jordi, López-de-Ipiña Pena, Karmele, Caiafa, Cesar F., Hamacher, Kay

Journal:

Year:

2016

Language:

english

File:

PDF, 4.41 MB

english, 2016

21

[IEEE 2008 IEEE Workshop on Machine Learning for Signal Processing (MLSP) (Formerly known as NNSP) - Cancun, Mexico (2008.10.16-2008.10.19)] 2008 IEEE Workshop on Machine Learning for Signal Processing - Flexible HALS algorithms for sparse non-negative matrix/tensor factorization

Cichocki, Andrzej, Phan, Anh Huy, Caiafa, Cesar

Year:

2008

Language:

english

File:

PDF, 679 KB

english, 2008

22

A Fast Gradient Approximation for Nonlinear Blind Signal Processing

SolÃ©-Casals, Jordi, Caiafa, Cesar F.

Journal:

Cognitive Computation

Year:

2013

Language:

english

File:

PDF, 726 KB

english, 2013

23

Effect of partial replacement of sodium chloride with potassium chloride on the characteristics of Minas Padrão cheese

Bueno Costa, Renata Golin, Junior, Aloísio Caiafa, Gomes da Cruz, Adriano, Sobral, Denise, Gonçalves Costa Júnior, Luiz Carlos, Jacinto de Paula, Junio Cesar, Machado Moreira, Gisela Magalhães, Martin

Journal:

International Dairy Journal

Year:

2018

Language:

english

File:

PDF, 718 KB

english, 2018

24

[IEEE ICASSP 2014 - 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Florence, Italy (2014.5.4-2014.5.9)] 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements

Caiafa, Cesar F., Cichocki, Andrzej

Year:

2014

Language:

english

File:

PDF, 290 KB

english, 2014

25

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

Cesar F. Caiafa, Andrzej Cichocki

Journal:

Linear Algebra and its Applications

Year:

2010

Language:

english

File:

PDF, 379 KB

english, 2010

26

Efficient enhancement of information in the prefrontal cortex during the presence of reward predicting stimuli

Mininni, Camilo J., Caiafa, César F., Zanutto, B. Silvano, Tseng, Kuei Y., Lew, Sergio E., Charpier, Stéphane

Journal:

Year:

2017

Language:

english

File:

PDF, 1.40 MB

english, 2017

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