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Gonzalo A. Ruz

Universidad Adolfo Ibanez

23H-index
120Paper Count
1.9KCitation Count
Published Papers 35
Publication Date
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Critic-free Deep Reinforcement Learning for maritime coverage path planning on irregular hexagonal grids
errOcean Engineering
IF5.5
err2026-08-18
err0
PREAI
errCarlos S. Sepúlveda; Gonzalo A. Ruz
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Using neural networks as an alternative to air dispersion modeling in environmental impact assessment
errPeerJ Computer Science
IF2.5
err2026-04-20
err0
PREAI
errConcha, Mateo; Ruz, Gonzalo A.
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Evolutionary computation for reconstructing threshold networks of the tryptophan operon in Escherichia coli
errBiosystems
IF1.9
err2025-12-01
err0
PREAI
errRuz, Gonzalo A.; Ledger, Thomas; Macauley, Matthew
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Transformers and capsule networks vs classical ML on clinical data for alzheimer classification
errPEERJ COMPUTER SCIENCE
IF2.5
err2025-09-29
err0
PREAI
errBravo-Ortiz, Mario Alejandro; Holguin-Garcia, Sergio Alejandro; Guevara-Navarro, Ernesto; Ceron-Cabrera, Esteban; Mora-Rubio, Alejandro; Arteaga-Arteaga, Harold Brayan; Ruz, Gonzalo A.; Tabares-Soto, Reinel
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Generalization power of threshold Boolean networks e
errBIOSYSTEMS
IF0
err2025-09-01
err0
PREAI
errRuz, Gonzalo A.; Cho, Anthony D.
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errSave
Building better forecasting pipelines: A generalizable guide to multi-output spatio-temporal forecasting
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-01-01
err0
PREAI
errArias-Garzon, Daniel; Tabares-Soto, Reinel; Ruz, Gonzalo A.
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h-Analysis and data-parallel physics-informed neural networks (vol 13, 17562, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2024-05-27
err0
errOAAI
errEscapil-Inchauspe, Paul; Ruz, Gonzalo A.
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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-03-01
err1
errOAAI
errHolguin-Garcia, Sergio Alejandro; Guevara-Navarro, Ernesto; Daza-Chica, Alvaro Eduardo; Patino-Claro, Maria Alejandra; Arteaga-Arteaga, Harold Brayan; Ruz, Gonzalo A.; Tabares-Soto, Reinel; Bravo-Ortiz, Mario Alejandro
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Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems
errNEUROCOMPUTING
IF6.5
err2023-12-01
err14
errOAAI
errEscapil-Inchauspe, Paul; Ruz, Gonzalo A.
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h-Analysis and data-parallel physics-informed neural networks
errSCIENTIFIC REPORTS
IF3.9
err2023-10-16
err0
errOAAI
errEscapil-Inchauspe, Paul; Ruz, Gonzalo A.
errShare
errSave
Classification of Alzheimer's disease stages from magnetic resonance images using deep learning
errPEERJ COMPUTER SCIENCE
IF2.5
err2023-08-24
err9
errOAAI
errMora-Rubio, Alejandro; Bravo-Ortiz, Mario Alejandro; Arredondo, Sebastian Quinones; Torres, Jose Manuel Saborit; Ruz, Gonzalo A.; Tabares-Soto, Reinel
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errSave
Biases associated with database structure for COVID-19 detection in X-ray images
errSCIENTIFIC REPORTS
IF3.9
err2023-03-01
err6
errOAAI
errArias-Garzon, Daniel; Tabares-Soto, Reinel; Bernal-Salcedo, Joshua; Ruz, Gonzalo A.
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errSave
Facial biotype classification for orthodontic treatment planning using an alternative learning algorithm for tree augmented Naive Bayes
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2022-12-01
err5
errOAAI
errRuz, Gonzalo A.; Araya-Diaz, Pamela; Henriquez, Pablo A.
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Individual competence predominates over host nutritional status in Arabidopsis root exudate-mediated bacterial enrichment in a combination of four Burkholderiaceae species
errBMC MICROBIOLOGY
IF4.2
err2022-09-17
err6
errOAAI
errIgnacio Cillero, Javier; Andres Henriquez, Pablo; Warwick Ledger, Thomas; Andres Ruz, Gonzalo; Gonzalez, Bernardo
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A RUL Estimation System from Clustered Run-to-Failure Degradation Signals
errSENSORS
IF3.5
err2022-07-16
err3
errOAAI
errCho, Anthony D.; Carrasco, Rodrigo A.; Ruz, Gonzalo A.
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Learning from crises? The long and winding road of the salmon industry in Chiloe Island, Chile
errMARINE POLICY
IF3.7
err2022-06-01
err7
PREAI
errBilli, Marco; Mascareno, Aldo; Henriquez, Pablo A.; Rodriguez, Ignacia; Padilla, Felipe; Ruz, Gonzalo A.
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errSave
A novel linear representation for evolving matrices
errSOFT COMPUTING
IF2.5
err2022-04-12
err0
PREAI
errGregor, Connor; Ashlock, Daniel; Ruz, Gonzalo A.; MacKinnon, Duncan; Kribs, David
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errSave
Improving Prescriptive Maintenance by Incorporating Post-Prognostic Information Through Chance Constraints
errIEEE ACCESS
IF3.6
err2022-01-01
err7
errOAAI
errCho, Anthony D.; Carrasco, Rodrigo A.; Ruz, Gonzalo A.
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errSave
Finding Hierarchical Structures of Disordered Systems: An Application for Market Basket Analysis
errIEEE ACCESS
IF3.6
err2021-01-01
err1
errOAAI
errValle, Mauricio A.; Ruz, Gonzalo A.
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A Twitter-Lived Red Tide Crisis on Chiloe Island, Chile: What Can Be Obtained for Social-Ecological Research through Social Media Analysis?
errSUSTAINABILITY
IF3.3
err2020-10-15
err11
errOAAI
errMascareno, Aldo; Henriquez, Pablo A.; Billi, Marco; Ruz, Gonzalo A.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. L. Ortiz
H-index: 51 · Papers: 691
A
Alejandro Maass
H-index: 44 · Papers: 266
B
Bernardo González
H-index: 43 · Papers: 212
M
Marco A. Lardies
H-index: 39 · Papers: 113
D
David W. Kribs
H-index: 29 · Papers: 151
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