Gonzalo A. Ruz

Gonzalo A. Ruz

Universidad Adolfo Ibañez

H-index: 22

Latin America-Chile

About Gonzalo A. Ruz

Gonzalo A. Ruz, With an exceptional h-index of 22 and a recent h-index of 18 (since 2020), a distinguished researcher at Universidad Adolfo Ibañez, specializes in the field of Machine Learning, Bayesian Networks, Boolean Networks, Gene Regulatory Networks.

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

Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems

A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

Evaluation of Atmospheric Environmental Regulations: The Case of Thermoelectric Power Plants

h-Analysis and data-parallel physics-informed neural networks

Inference of threshold network models of the tryptophan operon in Escherichia coli

Classification of Alzheimer’s disease stages from magnetic resonance images using deep learning

Gene regulatory networks with binary weights

Biases associated with database structure for COVID-19 detection in X-ray images

Gonzalo A. Ruz Information

University

Position

___

Citations(all)

1731

Citations(since 2020)

1166

Cited By

888

hIndex(all)

22

hIndex(since 2020)

18

i10Index(all)

38

i10Index(since 2020)

29

Email

University Profile Page

Universidad Adolfo Ibañez

Google Scholar

View Google Scholar Profile

Gonzalo A. Ruz Skills & Research Interests

Machine Learning

Bayesian Networks

Boolean Networks

Gene Regulatory Networks

Top articles of Gonzalo A. Ruz

Title

Journal

Author(s)

Publication Date

Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems

Ricardo Ortega-Bolaños

Joshua Bernal-Salcedo

Mariana Germán Ortiz

Julian Galeano Sarmiento

Gonzalo A Ruz

...

2024/4/5

A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

BMC Medical Informatics and Decision Making

Sergio Alejandro Holguin-Garcia

Ernesto Guevara-Navarro

Alvaro Eduardo Daza-Chica

Maria Alejandra Patiño-Claro

Harold Brayan Arteaga-Arteaga

...

2024/3/1

Evaluation of Atmospheric Environmental Regulations: The Case of Thermoelectric Power Plants

Atmosphere

Mateo Concha

Gonzalo A Ruz

2023/2/11

h-Analysis and data-parallel physics-informed neural networks

Scientific Reports

Paul Escapil-Inchauspé

Gonzalo A Ruz

2023/10/16

Inference of threshold network models of the tryptophan operon in Escherichia coli

Gonzalo A Ruz

2023/8/29

Classification of Alzheimer’s disease stages from magnetic resonance images using deep learning

PeerJ Computer Science

Alejandro Mora-Rubio

Mario Alejandro Bravo-Ortíz

Sebastián Quiñones Arredondo

Jose Manuel Saborit Torres

Gonzalo A Ruz

...

2023/8/24

Gene regulatory networks with binary weights

Biosystems

Gonzalo A Ruz

Eric Goles

2023/5/1

Biases associated with database structure for COVID-19 detection in X-ray images

Scientific reports

Daniel Arias-Garzón

Reinel Tabares-Soto

Joshua Bernal-Salcedo

Gonzalo A Ruz

2023/3/1

Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems

Neurocomputing

Paul Escapil-Inchauspé

Gonzalo A Ruz

2023/12/7

Drawing constitutional boundaries: A digital historical analysis of the writing process of Pinochet’s 1980 authoritarian constitution

Historical Methods: A Journal of Quantitative and Interdisciplinary History

Rodrigo Cordero

Aldo Mascareño

Pablo A Henríquez

Gonzalo A Ruz

2022/4/12

Learning from crises? The long and winding road of the salmon industry in Chiloé Island, Chile

Marine Policy

Marco Billi

Aldo Mascareno

Pablo A Henriquez

Ignacia Rodríguez

Felipe Padilla

...

2022/6/1

Individual competence predominates over host nutritional status in Arabidopsis root exudate-mediated bacterial enrichment in a combination of four Burkholderiaceae species

BMC microbiology

Javier Ignacio Cillero

Pablo Andrés Henríquez

Thomas Warwick Ledger

Gonzalo Andrés Ruz

Bernardo González

2022/9/17

La importancia del espacio geográfico para minimizar el error de muestras representativas

Revista de Geografía Norte Grande

Ricardo Truffello

Mónica Flores

Matías Garretón

Gonzalo Ruz

2022

Seroprevalencia y estimación del impacto de la infección por SARS-CoV-2 en personas mayores residentes en centros de larga estadía en Chile

Medwave

Paola Rubilar

Macarena Hirmas

Isabel Matute

Jorge Browne

Cedric Little

...

2022/4/7

Improving prescriptive maintenance by incorporating post-prognostic information through chance constraints

IEEE Access

Anthony D Cho

Rodrigo A Carrasco

Gonzalo A Ruz

2022/5/23

Learning binary threshold networks for gene regulatory network modeling

Gonzalo A Ruz

Eric Goles

2022/8/15

Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes

Gonzalo A Ruz

Pamela Araya-Díaz

Pablo A Henríquez

2022/12/1

Analysis of ethical development for public policies in the acquisition of ai-based systems

Reinel Tabares-Soto

Joshua Bernal-Salcedo

Zergio Nicolás García-Arias

Ricardo Ortega-Bolaños

María Paz Hermosilla

...

2022

Bayesian constitutionalization: Twitter sentiment analysis of the chilean constitutional process through bayesian network classifiers

Mathematics

Gonzalo A Ruz

Pablo A Henríquez

Aldo Mascareño

2022/1/6

2020 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2020)

Gonzalo A Ruz

Daniel Ashlock

Richard Allmendinger

Gary B Fogel

2022/8/1

See List of Professors in Gonzalo A. Ruz University(Universidad Adolfo Ibañez)

Co-Authors

H-index: 74
D T PHAM

D T PHAM

University of Birmingham

H-index: 42
Bernardo González

Bernardo González

Universidad Adolfo Ibañez

H-index: 38
Marco A Lardies

Marco A Lardies

Universidad Adolfo Ibañez

H-index: 36
Pablo A. Estevez, IEEE Fellow

Pablo A. Estevez, IEEE Fellow

Universidad de Chile

H-index: 33
Sergio Rica

Sergio Rica

Universidad Adolfo Ibañez

H-index: 25
Aldo Mascareño

Aldo Mascareño

Universidad Adolfo Ibañez

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