Cesar F. Caiafa

Cesar F. Caiafa

Universidad Nacional de La Plata

H-index: 20

Latin America-Argentina

About Cesar F. Caiafa

Cesar F. Caiafa, With an exceptional h-index of 20 and a recent h-index of 16 (since 2020), a distinguished researcher at Universidad Nacional de La Plata, specializes in the field of Machine learning, compressed sensing, sparse representations, tensors, brain diffusion MRI.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Enabling temporal–spectral decoding in multi-class single-side upper limb classification

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

Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection

Exploratory analysis of SCADA data from wind turbines using the K-means clustering algorithm for predictive maintenance purposes

A sparse coding approach to inverse problems with application to microwave tomography imaging

A brain-controlled vehicle system based on steady state visual evoked potentials

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

Cesar F. Caiafa Information

University

Position

Independent Researcher at - Adjunct Professor at University of Buenos Aires

Citations(all)

3173

Citations(since 2020)

1909

Cited By

2099

hIndex(all)

20

hIndex(since 2020)

16

i10Index(all)

31

i10Index(since 2020)

22

Email

University Profile Page

Universidad Nacional de La Plata

Google Scholar

View Google Scholar Profile

Cesar F. Caiafa Skills & Research Interests

Machine learning

compressed sensing

sparse representations

tensors

brain diffusion MRI

Top articles of Cesar F. Caiafa

Title

Journal

Author(s)

Publication Date

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

Journal of Neural Engineering

Shuning Han

Zhe Sun

Kanhao Zhao

Feng Duan

Cesar F Caiafa

...

2024/1/29

Enabling temporal–spectral decoding in multi-class single-side upper limb classification

Engineering Applications of Artificial Intelligence

Hao Jia

Shuning Han

Cesar F Caiafa

Feng Duan

Yu Zhang

...

2024/7/1

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

Cognitive Computation

Hao Jia

Zihao Huang

Cesar F Caiafa

Feng Duan

Yu Zhang

...

2023

Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection

Advances in Computational Mathematics

Salman Ahmadi-Asl

Anh-Huy Phan

Cesar F Caiafa

Andrzej Cichocki

2024/4

Exploratory analysis of SCADA data from wind turbines using the K-means clustering algorithm for predictive maintenance purposes

Machines

Pablo Cosa Rodriguez

Pere Marti-Puig

Cesar F Caiafa

Moisès Serra-Serra

Jordi Cusidó

...

2023/2/10

A sparse coding approach to inverse problems with application to microwave tomography imaging

arXiv preprint arXiv:2308.03818

Cesar F Caiafa

Ramiro M Irastorza

2023/8/7

A brain-controlled vehicle system based on steady state visual evoked potentials

Cognitive Computation

Zhao Zhang

Shuning Han

Huaihai Yi

Feng Duan

Fei Kang

...

2023/1

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

César Federico Caiafa

2023

Brain Simulation and Spiking Neural Networks

Cognitive Computation

Zhe Sun

Vassilis Cutsuridis

Cesar F Caiafa

Jordi Solé-Casals

2023/7

Towards Improving Motor Imagery Brain–Computer Interface Using Multimodal Speech Imagery

Journal of Medical and Biological Engineering

Jigang Tong

Zhengxing Xing

Xiaoying Wei

Chao Yue

Enzeng Dong

...

2023/6

Underwater sEMG-based recognition of hand gestures using tensor decomposition

Pattern Recognition Letters

Jianing Xue

Zhe Sun

Feng Duan

Cesar F Caiafa

Jordi Solé-Casals

2023/1/1

Multi-class classification of upper limb movements with filter bank task-related component analysis

IEEE Journal of Biomedical and Health Informatics

Hao Jia

Fan Feng

Cesar F Caiafa

Feng Duan

Yu Zhang

...

2023/5/25

Special Issue “Machine Learning Methods for Biomedical Data Analysis”

Cesar F Caiafa

Zhe Sun

Toshihisa Tanaka

Pere Marti-Puig

Jordi Solé-Casals

2023/11/24

Detection of wind turbine failures through cross-information between neighbouring turbines

Applied Sciences

Pere Marti-Puig

Jordi Cusidó

Francisco J Lozano

Moises Serra-Serra

Cesar F Caiafa

...

2022/9/22

Towards Multi-class Pre-movement Classification

arXiv preprint arXiv:2201.12157

Hao Jia

Zhe Sun

Feng Duan

Yu Zhang

Cesar F Caiafa

...

2022/1/28

Coupling media in microwave imaging: dielectric properties and temperature dependence

María José Cervantes

Marisa N Orzuza

César F Caiafa

Ramiro M Irastorza

2022/9/13

Tensor methods for low-level vision

Tatsuya Yokota

Cesar F Caiafa

Qibin Zhao

2022/1/1

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

Human Brain Mapping

Jie Zhang

Zhe Sun

Feng Duan

Liang Shi

Yu Zhang

...

2022/12/1

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

Biomedical Physics & Engineering Express

Santiago Federico Caracciolo

César Federico Caiafa

FD Martínez Pería

Pedro David Arini

2022/9/13

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

Computers & Electrical Engineering

Wenjian Ding

Zhe Sun

Xingxing Wu

Zhenglu Yang

Jordi Solé-Casals

...

2022/1/1

See List of Professors in Cesar F. Caiafa University(Universidad Nacional de La Plata)

Co-Authors

H-index: 150
Andrew Saykin

Andrew Saykin

Indiana University Bloomington

H-index: 115
Olaf Sporns

Olaf Sporns

Indiana University Bloomington

H-index: 75
Danilo Mandic

Danilo Mandic

Imperial College London

H-index: 61
Lieven De Lathauwer

Lieven De Lathauwer

Katholieke Universiteit Leuven

H-index: 46
Liqing Zhang (张丽清)

Liqing Zhang (张丽清)

Shanghai Jiao Tong University

H-index: 34
Toshihisa Tanaka

Toshihisa Tanaka

Tokyo University of Agriculture and Technology

academic-engine