Gonzalo R. Arce

Gonzalo R. Arce

University of Delaware

H-index: 70

North America-United States

About Gonzalo R. Arce

Gonzalo R. Arce, With an exceptional h-index of 70 and a recent h-index of 34 (since 2020), a distinguished researcher at University of Delaware, specializes in the field of Computational imaging, data science, machine learning, signal processing.

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

T-HyperGNNs: Hypergraph neural networks via tensor representations

HyperHeight LiDAR Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes

Learning based polarization image fusion under an alternative paradigm

Parallel graph signal processing: sampling and reconstruction

Five Guidelines for Practical Compressive Sensing with a Case Study in Antenna Pattern Measurement

Exploiting variational inequalities for generalized change detection on graphs

Movement forecasting of financial time series based on adaptive LSTM-BN network

Predicting high-frequency stock movement with differential transformer neural network

Gonzalo R. Arce Information

University

Position

___

Citations(all)

18557

Citations(since 2020)

4615

Cited By

15729

hIndex(all)

70

hIndex(since 2020)

34

i10Index(all)

270

i10Index(since 2020)

115

Email

University Profile Page

University of Delaware

Google Scholar

View Google Scholar Profile

Gonzalo R. Arce Skills & Research Interests

Computational imaging

data science

machine learning

signal processing

Top articles of Gonzalo R. Arce

Title

Journal

Author(s)

Publication Date

T-HyperGNNs: Hypergraph neural networks via tensor representations

IEEE Transactions on Neural Networks and Learning Systems

Fuli Wang

Karelia Pena-Pena

Wei Qian

Gonzalo R Arce

2024/3/7

HyperHeight LiDAR Compressive Sampling and Machine Learning Reconstruction of Forested Landscapes

IEEE Transactions on Geoscience and Remote Sensing

A Ramirez-Jaime

K Pena-Pena

GR Arce

D Harding

M Stephen

...

2024/1/29

Learning based polarization image fusion under an alternative paradigm

Optics & Laser Technology

Jianwen Meng

Wenyi Ren

Ruoning Yu

Xu Ma

Gonzalo R Arce

...

2024/1/1

Parallel graph signal processing: sampling and reconstruction

IEEE Transactions on Signal and Information Processing over Networks

Daniela Dapena

Daniel L Lau

Gonzalo R Arce

2023/3/24

Five Guidelines for Practical Compressive Sensing with a Case Study in Antenna Pattern Measurement

IEEE Instrumentation & Measurement Magazine

Michael Don

Gonzalo Arce

2023/8/4

Exploiting variational inequalities for generalized change detection on graphs

IEEE Transactions on Geoscience and Remote Sensing

Juan F Florez-Ospina

David A Jimenez-Sierra

Hernan D Benitez-Restrepo

Gonzalo R Arce

2023/10/5

Movement forecasting of financial time series based on adaptive LSTM-BN network

Expert Systems with Applications

Zhen Fang

Xu Ma

Huifeng Pan

Guangbing Yang

Gonzalo R Arce

2023/3/1

Predicting high-frequency stock movement with differential transformer neural network

Electronics

Shijie Lai

Mingxian Wang

Shengjie Zhao

Gonzalo R Arce

2023/7/4

High Resolution LED-based Snapshot Compressive Spectral Video Imaging with Deep Neural Networks

IEEE Transactions on Computational Imaging

Xiao Ma

Xin Yuan

Gonzalo R Arce

2023/9/27

Compressive spectral imaging via misalignment induced equivalent grayscale coded aperture

IEEE Geoscience and Remote Sensing Letters

Tong Zhang

Shengjie Zhao

Xu Ma

Andres Ramirez-Jaime

Qile Zhao

...

2023/2/22

Hyperspectral image reconstruction via patch attention driven network

Optics Express

Yechuan Qiu

Shengjie Zhao

Xu Ma

Tong Zhang

Gonzalo R Arce

2023/6/5

A unified view between tensor hypergraph neural networks and signal denoising

Fuli Wang

Karelia Pena-Pena

Wei Qian

Gonzalo R Arce

2023/9/4

Instant coded X-ray computed tomography via nonlinear reconstruction

Optical Engineering

Qile Zhao

Xu Ma

Carlos Restrepo

Tianyi Mao

Tong Zhang

...

2023/6/1

Financial time series forecasting based on momentum-driven graph signal processing

Applied Intelligence

Shengen Zhang

Xu Ma

Zhen Fang

Huifeng Pan

Guangbing Yang

...

2023/9

Learning Hypergraphs Tensor Representations from Data via t-HGSP

IEEE Transactions on Signal and Information Processing over Networks

Karelia Pena-Pena

Lucas Taipe

Fuli Wang

Daniel L Lau

Gonzalo R Arce

2023/12/20

T-HGSP: Hypergraph signal processing using t-product tensor decompositions

IEEE Transactions on Signal and Information Processing over Networks

Karelia Pena-Pena

Daniel L Lau

Gonzalo R Arce

2023/5/16

Antenna radiation pattern compressive sensing

2023/8/10

A Deep Estimation-Enhancement Unfolding Framework for Hyperspectral Image Reconstruction

Authorea Preprints

Zhen Fang

Xu Ma

Gonzalo Arce

2023/12/7

A multigraph-defined distribution function in a simulation model of a communication network

Entropy

Slobodan Miletic

Ivan Pokrajac

Karelia Pena-Pena

Gonzalo R Arce

Vladimir Mladenovic

2022/9/14

QRnet: fast learning-based QR code image embedding

Multimedia Tools and Applications

Karelia Pena-Pena

Daniel L Lau

Andrew J Arce

Gonzalo R Arce

2022/3

See List of Professors in Gonzalo R. Arce University(University of Delaware)

Co-Authors

H-index: 51
Dennis W. Prather

Dennis W. Prather

University of Delaware

H-index: 48
Constantine Kotropoulos

Constantine Kotropoulos

Aristotle University of Thessaloniki

H-index: 47
Kenneth E. Barner

Kenneth E. Barner

University of Delaware

H-index: 34
Daniel Lau

Daniel Lau

University of Kentucky

H-index: 29
Yannis Panagakis

Yannis Panagakis

National and Kapodistrian University of Athens

H-index: 29
Henry Arguello

Henry Arguello

Universidad Industrial de Santander

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