HAN, SHUNING; SUN, ZHE; ZHAO, KANHAO; DUAN, FENG; CAIAFA, CESAR F; ZHANG, YU; SOLÉ-CASALS, JORDI

Early prediction of dementia using fMRI data with a graph convolutional network approach

JOURNAL OF NEURAL ENGINEERING; Año: 2024

SALMAN AHMADI-ASL; ANH HUY PHAN; CESAR F. CAIAFA; ANDRZEJ CICHOCKI

Robust Low-Tubal-rank Tensor Recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection

ADVANCES IN COMPUTATIONAL MATHEMATICS; Lugar: Berlin; Año: 2024

JIA, HAO; FENG, FAN; CAIAFA, CESAR F.; DUAN, FENG; ZHANG, YU; SUN, ZHE; SOLE-CASALS, JORDI

Multi-class Classification of Upper Limb Movements with Filter Bank Task-related Component Analysis

IEEE Journal of Biomedical and Health Informatics; Año: 2023

XUE, JIANING; SUN, ZHE; DUAN, FENG; CAIAFA, CESAR F.; SOLÉ-CASALS, JORDI

Underwater sEMG-based Recognition of Hand Gestures using Tensor Decomposition

PATTERN RECOGNITION LETTERS; Año: 2023

JIGANG TONG; ZHENGXING XING; XIAOYING WEI; SHENGZHI DU; ZHE SUN; JORDI SOLE-CASALS; CESAR F. CAIAFA

Towards improving motor imagery brain-computer interface using multimodal speech imagery

JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING; Año: 2023

SUN, ZHE; CUTSURIDIS, VASSILIS; CAIAFA, CESAR F.; SOLÉ-CASALS, JORDI

Brain Simulation and Spiking Neural Networks

Cognitive Computation; Año: 2023

CESAR F. CAIAFA

Inteligencia artificial: se acelera el avance de los modelos de lenguaje

Boletín de Divulgación Científica y Tecnológica del IAR; Año: 2023

HAO JIA; FAN FENG; CESAR F. CAIAFA; YU ZHANG; ZHE SUN; JORDI SOLE-CASALS

Multi-class Classification of Upper Limb Movements with Filter Bank Task-related Component Analysis

IEEE Journal of Biomedical and Health Informatics; Año: 2023 p. 1 - 11

JIA, HAO; HUANG, ZIHAO; CAIAFA, CESAR F.; DUAN, FENG; ZHANG, YU; SUN, ZHE; SOLÉ-CASALS, JORDI

Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer’s Disease

Cognitive Computation; Año: 2023

PABLO COSA RODRIGUEZ; PERE MARTÍ-PUIG; CESAR F. CAIAFA; MOISES SERRA-SERRA; CUSIDÓ, JORDI; JORDI SOLE-CASALS

Exploratory Analysis of SCADA Data from Wind Turbines Using the K-Means Clustering Algorithm for Predictive Maintenance Purposes

Machines; Año: 2023 vol. 11

ZHANG, JIE; SUN, ZHE; DUAN, FENG; SHI, LIANG; ZHANG, YU; SOLÉ-CASALS, JORDI; CAIAFA, CESAR F.

Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis

HUMAN BRAIN MAPPING; Año: 2022

DING, WENJIAN; SUN, ZHE; WU, XINGXING; YANG, ZHENGLU; SOLÉ-CASALS, JORDI; CAIAFA, CESAR F.

Tensor completion algorithms for estimating missing values in multi-channel audio signals

COMPUTERS & ELECTRICAL ENGINEERING; Año: 2022

HAO JIA; FENG DUAN; YU ZHANG; CESAR F. CAIAFA; JORDI SOLE-CASALS

Improving pre-movement pattern detection with filter bank selection

Journal of Neural Engineering; Año: 2022

ZHANG, ZHIWEN; DUAN, FENG; CAIAFA, CESAR F.; SOLÉ-CASALS, JORDI; YANG, ZHENGLU; SUN, ZHE

Domain classifier-based transfer learning for visual attention prediction

WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS; Año: 2022

XUNING CHEN; BINGHUA LI; HAO JIA; FAN FENG; FENG DUAN; ZHE SUN; CESAR F. CAIAFA; JORDI SOLE-CASALS

Graph Empirical Mode Decomposition-Based Data Augmentation Applied to Gifted Children MRI Analysis

Frontiers in Neuroscience; Año: 2022

ZHANG, ZHAO; HAN, SHUNING; YI, HUAIHAI; DUAN, FENG; KANG, FEI; SUN, ZHE; SOLÉ-CASALS, JORDI; CAIAFA, CESAR F.

A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials

Cognitive Computation; Año: 2022

CARACCIOLO, SANTIAGO F.; CAIAFA, CESAR F.; MARTÍNEZ PERÍA, FRANCISCO D.; ARINI, PEDRO. D.

A fast algorithm for spatiotemporal signals recovery using arbitrary dictionaries with application to electrocardiographic imaging

Biomedical Physics & Engineering Express; Año: 2022

MARTI-PUIG, PERE; CUSIDÓ, JORDI; LOZANO, FRANCISCO J.; SERRA-SERRA, MOISES; CAIAFA, CESAR F.; SOLÉ-CASALS, JORDI

Detection of Wind Turbine Failures through Cross-Information between Neighbouring Turbines

Applied Sciences; Año: 2022 vol. 12

QIBIN ZHAO; GUOXU ZHOU; YU ZHANG; CESAR F. CAIAFA; JIANTING CAO

Preface to "Tensor Methods in Machine Learning"

Science China Technological Sciences; Año: 2021

SALMAN AHMADI-ASL; CESAR F. CAIAFA; ANDRZEJ CICHOCKI; ANH HUY PHAN; TOSHIHISA TANAKA; IVAN OSELEDETS; JUN WANG

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction

IEEE Access; Lugar: New York; Año: 2021 vol. 9 p. 150809 - 150838

TAN, YING; SUN, ZHE; DUAN, FENG; SOLÉ-CASALS, JORDI; CAIAFA, CESAR F.

A multimodal emotion recognition method based on facial expressions and electroencephalography

BIOMEDICAL SIGNAL PROCESSING AND CONTROL; Año: 2021 vol. 70

CESAR F. CAIAFA; SUN ZHE; TOSHIHISA TANAKA; PERE MARTÍ-PUIG; JORDI SOLE-CASALS

Machine Learning Methods with Noisy, Incomplete or Small Datasets

Applied Sciences; Lugar: Basel; Año: 2021 vol. 2021

ZHANG, JIN; FENG, FAN; HAN, TIANYI; DUAN, FENG; SUN, ZHE; CAIAFA, F. CESAR; SOLÉ-CASALS, JORDI

A hybrid method to select morphometric features using tensor completion and F-score rank for gifted children identification

Science China Technological Sciences; Año: 2021

FENG DUAN; HAO JIA; ZHIWEN ZHANG; FAN FENG; YING TAN; YANGYANG DAI; ANDRZEJ CICHOCKI; ZHENGLU YANG; CESAR F. CAIAFA; SUN ZHE; JORDI SOLE-CASALS

On the Robustness of EEG Tensor Completion Methods

SCIENCE CHINA Technological Sciences; Lugar: Beijin; Año: 2021

YANGYANG DAI; DUAN, FENG; FAN FENG; SUN, ZHE; YU ZHANG; CAIAFA, F. CESAR; PERE MARTÍ-PUIG; SOLÉ-CASALS, JORDI

A Fast Approach to Removing Muscle Artifacts for EEG with Signal Serialization Based Ensemble Empirical Mode Decomposition

ENTROPY; Lugar: Basel; Año: 2021 vol. 23

ZHANG, JIN; FENG, FAN; MARTI-PUIG, PERE; CAIAFA, CESAR F.; SUN, ZHE; DUAN, FENG; SOLE-CASALS, JORDI

Serial-EMD: Fast Empirical Mode Decomposition Method for Multi-dimensional Signals Based on Serialization

INFORMATION SCIENCES; Año: 2021

CAIAFA, CESAR F.; JORDI SOLE-CASALS; PERE MARTÍ-PUIG; SUN ZHE; TOSHIHISA TANAKA

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

Applied Sciences; Lugar: Basel; Año: 2020

SUN ZHE; BINHUA LI; FENG DUAN; HAO JIA; SHAN WANG; YU LIU; ANDRZEJ CICHOCKI; CESAR F. CAIAFA; JORDI SOLE-CASALS

WLnet: towards an approach for robust workload estimation based on shallow neural networks

IEEE Access; Año: 2020

CESAR F. CAIAFA; SERGIO LEW

¿Qué es la Inteligencia Artificial?

Boletín de Divulgación Científica y Tecnológica del IAR; Año: 2020

AVESANI, PAOLO; MCPHERSON, BRENT; HAYASHI, SOICHI; CAIAFA, CESAR F.; PESTILLI, FRANCO

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

Scientific Data; Año: 2019 vol. 6

SUAD, L. A.; CAIAFA, C. F.; CICHOWOLSKI, S.; ARNAL, E. M.

Galactic H I supershells: their kinetic energies and possible origin

ASTRONOMY AND ASTROPHYSICS; Lugar: Paris; Año: 2019 vol. 624

BULLOCK, DANIEL; TAKEMURA, HIROMASA; CAIAFA, CESAR F.; KITCHELL, LINDSEY; MCPHERSON, BRENT; CARON, BRADLEY; PESTILLI, FRANCO

Associative white matter connecting the dorsal and ventral posterior human cortex

BRAIN STRUCTURE & FUNCTION; Año: 2019 p. 1 - 30

P. TORANJ SIMIN; G.R. JAFARI; MARCEL AUSLOOS; CESAR F. CAIAFA; LEONIDAS F. CARAM; A. SONUBI; A. ARCAGNI; S. STEFANI

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

EUROPEAN PHYSICAL JOURNAL B - CONDENSED MATTER; Lugar: Berlin; Año: 2018

JORDI SOLE-CASALS; CESAR F. CAIAFA; QIBIN ZHAO; ANDRZEJ CICHOCKI

Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach

Cognitive Computation; Año: 2018

CAMILO J. MININNI; CESAR F. CAIAFA; BONIFACIO S. ZANUTTO; KUEI Y. TSENG; SERGIO LEW

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

Scientific Reports; Año: 2018

CESAR F. CAIAFA; FRANCO PESTILLI

Multidimensional encoding of brain connectomes

Scientific Reports; Año: 2017 vol. 7 p. 1 - 13

CAMILO J. MININNI; CESAR F. CAIAFA; BONIFACIO S. ZANUTTO ; KUEI Y. TSENG; SERGIO LEW

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

PLOS ONE; Lugar: San Francisco; Año: 2017 vol. 12 p. 1 - 16

HIROMASA TAKEMURA; CESAR F. CAIAFA; BRIAN A. WANDELL; FRANCO PESTILLI

Ensemble tractography

PLOS COMPUTATIONAL BIOLOGY; Lugar: San Francisco; Año: 2016

JORDI SOLE-CASALS; KARMELE LÓPEZ-DE-IPIÑA PENA; CESAR F. CAIAFA

Inverting Monotonic Nonlinearities by Entropy Maximization

PLOS ONE; Lugar: San Francisco; Año: 2016

CESAR F. CAIAFA; ANDRZEJ CICHOCKI

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

IEEE TRANSACTIONS ON SIGNAL PROCESSING; Lugar: New York; Año: 2015 vol. 63 p. 780 - 793

LEONIDAS F. CARAM; CESAR F. CAIAFA; ARACELI N. PROTO; MARCEL AUSLOOS

Cooperative peer-to-peer multiagent based systems

PHYSICAL REVIEW E; Lugar: New York; Año: 2015 vol. 922 p. 1 - 9

ANDRZEJ CICHOCKI; DANILO P. MANDIC; CESAR F. CAIAFA; GUOXU ZHOU; QIBIN ZHAO; ANH HUY PHAN; LIEVEN DE LATHAUWER

Tensor Decompositions for Signal Processing Applications. From Two-way to Multiway Component Analysis

IEEE SIGNAL PROCESSING MAGAZINE; Lugar: New York; Año: 2015 vol. 32 p. 145 - 163

LAURA SUAD; CESAR F. CAIAFA; MARCELO ARNAL; SILVINA CICHOWOLSKI

A new catalogue of HI supershell candidates in the outer part of the Galaxy

ASTRONOMY AND ASTROPHYSICS; Lugar: Paris; Año: 2014 vol. 564 p. 1 - 14

LEONIDAS F. CARAM; CAIAFA CESAR F.; ARACELI N. PROTO

COMPLEX NETWORK REPRESENTATION OF MULTIAGENT SYSTEMS WITH COOPERATIVE AND COMPETITIVE INTERACTIONS

Atti della Accademia Peloritana dei Pericolanti; Lugar: Messina; Año: 2014 vol. 92 p. 1 - 10

QIBIN ZHAO; CESAR F CAIAFA; DANILO P. MANDIC; ZENAS C. CHAO; YASUO NAGASAKA; NAOTAKA FUJII; LIQING ZHANG; ANDRZEJ CICHOCKI

Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE; Lugar: Los Alamitos, CA, USA; Año: 2013 vol. 35 p. 1660 - 1673

JORDI SOLE-CASALS; CESAR F. CAIAFA

A Fast Gradient Approximation for Nonlinear Blind Signal Processing

Cognitive Computation; Lugar: Nueva York; Año: 2013 vol. 5 p. 483 - 492

CESAR F. CAIAFA; ANDRZEJ CICHOCKI

Multidimensional Compressed Sensing and their Applications

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery; Año: 2013 vol. 3 p. 355 - 380

CESAR F. CAIAFA; ANDRZEJ CICHOCKI

Computing Sparse Representations of Multidimensional Signals Using Kronecker Bases

NEURAL COMPUTATION; Lugar: Cambridge, MA; Año: 2013 vol. 25 p. 186 - 220

CESAR F CAIAFA

On the Conditions for Valid Objective Functions in Blind Separation of Independent and Dependent Sources

EURASIP Journal on Advances in Signal Processing; Lugar: Heilderberg; Año: 2012 vol. 2012 p. 255 - 284

JORDI SOLE-CASALS; CESAR F. CAIAFA

A Simple Approximation for Fast Nonlinear Deconvolution

LECTURE NOTES IN COMPUTER SCIENCE; Año: 2011 vol. 7015 p. 55 - 62

CESAR F. CAIAFA

Tópico en Procesamiento de Señales: Separación Ciega de Fuentes y Aplicaciones

Boletín de Divulgación Científica y Tecnológica del IAR; Año: 2011

LEONIDAS F. CARAM; CESAR F. CAIAFA; ARACELI N. PROTO; MARCEL AUSLOOS

Dynamic peer-to-peer competition

PHYSICA A - STATISTICAL AND THEORETICAL PHYSICS; Año: 2010 vol. 389 p. 2628 - 2636

CESAR F. CAIAFA; ANDRZEJ CICHOCKI

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

LINEAR ALGEBRA AND ITS APPLICATIONS; Año: 2010 vol. 433 p. 557 - 573

QIBIN ZHAO; CESAR F. CAIAFA; ANDRZEJ CICHOCKI; LIQING ZHANG; AND ANH HUY PHAN

Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains

LECTURE NOTES IN COMPUTER SCIENCE; Año: 2009 vol. 5863 p. 221 - 228

CESAR F. CAIAFA; ANDRZEJ CICHOCKI

Estimation of Sparse Nonnegative Sources from Noisy Overcomplete Mixtures Using MAP

NEURAL COMPUTATION; Año: 2009 vol. 21 p. 3487 - 3518

CESAR F. CAIAFA; EMANUELE SALERNO; ARACELI N. PROTO; LORENZA FIUMI

Blind spectral unmixing by local maximization of non-Gaussianity

SIGNAL PROCESSING; Lugar: NEW YORK; Año: 2008 vol. 88 p. 50 - 68

CESAR F. CAIAFA; EMANUELE SALERNO; ARACELI N. PROTO

Blind Source Separation Applied to Spectral Unmixing: Comparing Different Measures of Nongaussianity

LECTURE NOTES IN COMPUTER SCIENCE; Lugar: Berlin; Año: 2007 vol. 4694 p. 1 - 8

CESAR F. CAIAFA; ARACELI N. PROTO; ERCAN E. KURUOGLU

Long correlation Gaussian random fields: Parameter estimation and noise reduction

DIGITAL SIGNAL PROCESSING; Lugar: NEW YORK; Año: 2007 vol. 17 p. 819 - 835

CESAR F. CAIAFA; ARACELI N. PROTO

Separation of statistically dependent sources using an L2-distance non-Gaussianity measure

SIGNAL PROCESSING; Lugar: NEW YORK; Año: 2006 vol. 86 p. 3404 - 3420

CESAR F. CAIAFA; ERCAN E. KURUOGLU; ARACELI N. PROTO

A Minimax EntropyMethod for Blind Separation of Dependent Components in Astrophysical Images

AIP CONFERENCE PROCEEDINGS; Lugar: Melville, New York; Año: 2006 vol. 872 p. 81 - 88

CESAR F. CAIAFA; ARACELI N. PROTO

DYNAMICAL EMERGENCE OF CONTRARIANS IN A 2D LOTKA-VOLTERRA LIKE LATTICE

INTERNATIONAL JOURNAL OF MODERN PHYSICS C; Lugar: New Jersey; Año: 2006 vol. 17 p. 385 - 394

LEONIDAS F. CARAM; CESAR F. CAIAFA; ARACELI N. PROTO

AN ISING MODEL SIMULATION OF MOBILE COMMUNICATION NETWORKS

INTERNATIONAL JOURNAL OF MODERN PHYSICS C; Lugar: New Jersey; Año: 2006 vol. 17 p. 435 - 445

CESAR F. CAIAFA; ARACELI N. PROTO

TEMPERATURE ESTIMATION IN THE TWO-DIMENSIONAL ISING MODEL

INTERNATIONAL JOURNAL OF MODERN PHYSICS C; Lugar: New Jersey; Año: 2006 vol. 17 p. 29 - 38

CESAR F. CAIAFA; MIRIAM P. SASSANO; ARACELI N. PROTO

Wavelet and Karhunen Loève transformations applied to SAR signals and images

PHYSICA A - STATISTICAL AND THEORETICAL PHYSICS; Lugar: NEW YORK; Año: 2005 vol. 356 p. 172 - 177

CESAR F. CAIAFA; ARACELI N. PROTO; DANIEL VERGANI; ZULMA STANGANELLI

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

JOURNAL OF BIOGEOGRAPHY; Lugar: Oxford; Año: 2005 vol. 32 p. 1257 - 1266

CESAR F. CAIAFA; ARACELI N. PROTO

Desarrollo de un Software para la Identificación de Elefantes Marinos por Eigenfaces

Reportes Técnicos en Ingeniería del Software; Lugar: Buenos Aires; Año: 2003 vol. 5 p. 27 - 40