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Rodrigo Olivares

universidad de valparaíso

16H-index
98Paper Count
892Citation Count
Published Papers 24
Publication Date
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Integrating the Hospital Frailty Risk Score into Explainable Machine Learning to Predict Mortality in Older Adults with Pneumonia: A Chilean Population-Based Study
errDiagnostics
IF3.3
err2026-05-19
err0
errOAAI
errYeny Concha-Cisternas; Eduardo Guzmán-Muñoz; Manuel Vásquez-Muñoz; Claudia Troncoso-Pantoja; Lincoyán Fernández-Huerta; Rodrigo Olivares; Exal Garcia-Carrillo; Iván Molina-Marquez; Jorge Leschot Gatica; Rodrigo Yañez-Sepúlveda
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Prediction of Cardiovascular Risk Using Machine Learning Based on Maximal Oxygen Consumption, Physical Fitness, and Anthropometry
errClinical Obesity
IF2.1
err2026-05-12
err0
PREAI
errYanez-Sepulveda, Rodrigo; Olivares, Rodrigo; Guzman-Munoz, Eduardo; Concha-Cisternas, Yeny; de Souza-Lima, Josivaldo; Garcia-Carrillo, Exal; Paez-Herrera, Jacqueline; Rojas-Valverde, Daniel; Cortes-Roco, Guillermo; Clemente-Suarez, Vicente; Lopez-Gil, Jose Francisco
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Muscle Mass Moderates Metabolic Syndrome Risk Associated with Adiposity: A SHAP-Based Machine Learning Study
errNutrients
IF5
err2026-04-30
err0
errOAAI
errRodrigo Yáñez-Sepúlveda; Boryi A. Becerra-Patiño; Santiago Ramos Bermúdez; Rodrigo Olivares; Eduardo Guzmán-Muñoz; Yeny Concha-Cisternas; Daniel Rojas-Valverde; Carlos Abraham Herrera-Amante; Nicole Aguilera-Martínez; Camila Miño; José Francisco López-Gil
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errSave
Supervised Machine Learning-Based Prediction of In-Hospital Mortality Following Hip Fracture in Older Adults
errDiagnostics
IF3.3
err2026-02-27
err0
errOAAI
errEduardo Guzmán-Muñoz; Manuel Vásquez-Muñoz; Yeny Concha-Cisternas; Rodrigo Olivares-Ordenes; Vicente Clemente-Suárez; Antonio Castillo-Paredes; Rodrigo Yáñez-Sepúlveda
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Reduction of Search Space for Cuckoo Search Algorithm Applied to Feature Selection
errPROCEEDINGS OF 19TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES, CISTI
IF0
err2026-01-01
err0
PREAI
errOlivares, Rodrigo; Rios, Victor; Olivares, Pablo; Serrano, Benjamin
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A Learning-Based Particle Swarm Optimization to Detect Local Optima Stagnation for Solving the Dial-a-Ride Problem
errPROCEEDINGS OF 19TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES, CISTI
IF0
err2026-01-01
err0
PREAI
errOlivares, Rodrigo; Olivares, Pablo; Rios, Victor; Serrano, Benjamin
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errSave
Optimizing diverse team formation with swarm intelligence algorithms for enhancing organizational performance
errExpert Systems with Applications
IF7.5
err2025-10-30
err0
PREAI
errRodrigo Olivares; Sebastián M. Guzmán; Jaime Godoy; Rene Noel; Diego Miranda; Roberto Munoz
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errSave
New Binary Reptile Search Algorithms for Binary Optimization Problems
errBiomimetics 2025, Vol. 10, Page 653
IF3.9
err2025-10-01
err0
errOAAI
errBroderick Crawford; Benjamín López Cortés; Felipe Cisternas-Caneo; José Manuel Gómez-Pulido; Rodrigo Olivares; Ricardo Soto; José Barrera-Garcia; Cristóbal Brante-Aguilera; Giovanni Giachetti
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Supervised machine learning algorithms for the classification of obesity levels using anthropometric indices derived from bioelectrical impedance analysis
errScientific Reports
IF3.9
err2025-08-21
err0
errOAAI
errRodrigo Yáñez-Sepúlveda; Aldo Vásquez-Bonilla; Rodrigo Olivares; Pablo Olivares; Juan Pablo Zavala-Crichton; Claudio Hinojosa-Torres; Catalina Muñoz-Strale; Frano Giakoni-Ramírez; Josivaldo de Souza-Lima; Jacqueline Páez-Herrera; Jorge Olivares-Arancibia; Tomás Reyes-Amigo; Guillermo Cortés-Roco; Juan Hurtado-Almonacid; Eduardo Guzmán-Muñoz; Nicole Aguilera-Martínez; José Francisco López-Gil; Boryi A. Becerra-Patiño; Juan David Paucar-Uribe; Exal Garcia-Carrillo; Vicente Javier Clemente-Suárez
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Enhancing the Efficiency of a Cybersecurity Operations Center Using Biomimetic Algorithms Empowered by Deep Q-Learning
errBIOMIMETICS
IF3.9
err2024-05-21
err1
errOAAI
errOlivares, Rodrigo; Salinas, Omar; Ravelo, Camilo; Soto, Ricardo; Crawford, Broderick
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errSave
Intelligent Learning-Based Methods for Determining the Ideal Team Size in Agile Practices
errBIOMIMETICS
IF3.9
err2024-05-13
err0
errOAAI
errOlivares, Rodrigo; Noel, Rene; Guzman, Sebastian M.; Miranda, Diego; Munoz, Roberto
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errSave
On the max-min influence spread problem: A multi-objective optimization approach
errAPPLIED SOFT COMPUTING
IF6.6
err2024-03-01
err0
PREAI
errRiquelme, Fabian; Munoz, Francisco; Olivares, Rodrigo
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errSave
Dynamic Population on Bio-Inspired Algorithms Using Machine Learning for Global Optimization
errBIOMIMETICS
IF3.9
err2023-12-25
err1
errOAAI
errCaselli, Nicolas; Soto, Ricardo; Crawford, Broderick; Valdivia, Sergio; Chicata, Elizabeth; Olivares, Rodrigo
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errSave
An Integral Cybersecurity Approach Using a Many-Objective Optimization Strategy
errIEEE ACCESS
IF3.6
err2023-01-01
err1
errOAAI
errSalinas, Omar; Soto, Ricardo; Crawford, Broderick; Olivares, Rodrigo
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errSave
Improvement of Patient Classification Using Feature Selection Applied to Bidirectional Axial Transmission
errIEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL
IF3.7
err2022-09-01
err8
PREAI
errMiranda, Diego; Olivares, Rodrigo; Munoz, Roberto; Minonzio, Jean-Gabriel
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errSave
A multi-objective linear threshold influence spread model solved by swarm intelligence-based methods
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-01-01
err28
PREAI
errOlivares, Rodrigo; Munoz, Francisco; Riquelme, Fabian
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errSave
Human Behaviour Based Optimization Supported With Self-Organizing Maps for Solving the S-Box Design Problem
errIEEE ACCESS
IF3.6
err2021-01-01
err26
errOAAI
errSoto, Ricardo; Crawford, Broderick; Gonzalez Molina, Francisco; Olivares, Rodrigo
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A new metaheuristic based on vapor-liquid equilibrium for solving a new patient bed assignment problem
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2020-11-01
err6
PREAI
errTaramasco, Carla; Crawford, Broderick; Soto, Ricardo; Cortes-Toro, Enrique M.; Olivares, Rodrigo
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errSave
Automatic Classifying of Patients With Non-Traumatic Fractures Based on Ultrasonic Guided Wave Spectrum Image Using a Dynamic Support Vector Machine
errIEEE ACCESS
IF3.6
err2020-01-01
err18
errOAAI
errMinonzio, Jean-Gabriel; Cataldo, Bryan; Olivares, Rodrigo; Ramiandrisoa, Donatien; Soto, Ricardo; Crawford, Broderick; De Albuquerque, Victor Hugo C.; Munoz, Roberto
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errSave
Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook
errINFORMATION FUSION
IF15.5
err2020-01-01
err77
PREAI
errSantos, Marcus A. G.; Munoz, Roberto; Olivares, Rodrigo; Reboucas Filho, Pedro P.; Del Ser, Javier; de Albuquerque, Victor Hugo C.
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Research Directions

No research directions
Co-authors
Cooperation Journals
V
Victor Hugo C. de Albuquerque
H-index: 85 · Papers: 492
J
Javier Del Ser
H-index: 59 · Papers: 558
V
Vicente Javier Clemente‐Suárez
H-index: 49 · Papers: 418
J
Jacques Demongeot
H-index: 42 · Papers: 545
P
Pedro P. Rebouças Filho
H-index: 38 · Papers: 219
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