Ricardo Soto

About Ricardo Soto

Ricardo Soto, With an exceptional h-index of 32 and a recent h-index of 24 (since 2020), a distinguished researcher at Pontificia Universidad Católica de Valparaíso, specializes in the field of Computer Science, Mathematics, Engineering, Decision Sciences.

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

Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector

Enhancing the Efficiency of a Cyber SOC Using Biomimetic Algorithms Empowered by Deep Q–Learning

Escaping Stagnation through Improved Orca Predator Algorithm with Deep Reinforcement Learning for Feature Selection

Skin Cancer Detection and Classification Using Neural Network Algorithms: A Systematic Review

Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving

Data analytics and machine learning in education

Ricardo Soto Information

University

Position

___

Citations(all)

4541

Citations(since 2020)

2637

Cited By

3129

hIndex(all)

32

hIndex(since 2020)

24

i10Index(all)

136

i10Index(since 2020)

75

Email

University Profile Page

Pontificia Universidad Católica de Valparaíso

Google Scholar

View Google Scholar Profile

Ricardo Soto Skills & Research Interests

Computer Science

Mathematics

Engineering

Decision Sciences

Top articles of Ricardo Soto

Title

Journal

Author(s)

Publication Date

Autonomous Parameter Balance in Population-Based Approaches: A Self-Adaptive Learning-Based Strategy

Biomimetics

Emanuel Vega

José Lemus-Romani

Ricardo Soto

Broderick Crawford

Christoffer Löffler

...

2024/1/31

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics

Mathematics

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

Giovanni Giachetti

Álex Paz

...

2024/1/12

Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector

Expert Systems with Applications

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

El-Ghazali Talbi

2024/4/25

Enhancing the Efficiency of a Cyber SOC Using Biomimetic Algorithms Empowered by Deep Q–Learning

Rodrigo Olivares

Omar Salinas

Camilo Ravelo

Ricardo Soto

Broderick Crawford

2024/4/12

Escaping Stagnation through Improved Orca Predator Algorithm with Deep Reinforcement Learning for Feature Selection

Mathematics

Rodrigo Olivares

Camilo Ravelo

Ricardo Soto

Broderick Crawford

2024/1

Skin Cancer Detection and Classification Using Neural Network Algorithms: A Systematic Review

Pamela Hermosilla

Ricardo Soto

Emanuel Vega

Cristian Suazo

Jefté Ponce

2024/2/19

Challenging the Limits of Binarization: A New Scheme Selection Policy Using Reinforcement Learning Techniques for Binary Combinatorial Problem Solving

Biomimetics

Marcelo Becerra-Rozas

Broderick Crawford

Ricardo Soto

El-Ghazali Talbi

Jose M Gómez-Pulido

2024/2/1

Data analytics and machine learning in education

Juan A Gómez-Pulido

Young Park

Ricardo Soto

José M Lanza-Gutiérrez

2023/1/20

B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem

Computers

Broderick Crawford

Felipe Cisternas-Caneo

Katherine Sepúlveda

Ricardo Soto

Álex Paz

...

2023/11/29

A learning—based particle swarm optimizer for solving mathematical combinatorial problems

Axioms

Rodrigo Olivares

Ricardo Soto

Broderick Crawford

Víctor Ríos

Pablo Olivares

...

2023/6/28

Indices of diagonalizable and universal realizability of spectra

arXiv preprint arXiv:2301.04701

Charles R Johnson

Ana I Julio

Ricardo L Soto

2023/1/11

Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem

Broderick Crawford

Felipe Cisternas-Caneo

Katherine Sepúlveda

Ricardo Soto

Álex Paz

...

2023/10/16

Extension of Brauer and Rado perturbation theorems for regular matrix pencils

Physica Scripta

Javier González-Pizarro

Mario Salas

Ricardo L Soto

2023/6/28

Corrigendum to “Spectra universally realizable by doubly stochastic matrices”

Special Matrices

Macarena Collao

Mario Salas

Ricardo L Soto

2023/1/2

On universal realizability in the left half-plane

Proyecciones (Antofagasta)

Jaime H Alfaro

Ricardo L Soto

2023/10

Exploring Initialization Strategies for Metaheuristic Optimization: Case Study of the Set-Union Knapsack Problem

Mathematics

José García

Andres Leiva-Araos

Broderick Crawford

Ricardo Soto

Hernan Pinto

2023/6/14

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Biomimetics

José Lemus-Romani

Broderick Crawford

Felipe Cisternas-Caneo

Ricardo Soto

Marcelo Becerra-Rozas

2023/9/1

Multi-armed Bandit-Based Metaheuristic Operator Selection: The Pendulum Algorithm Binarization Case

Pablo Ábrego-Calderón

Broderick Crawford

Ricardo Soto

Eduardo Rodriguez-Tello

Felipe Cisternas-Caneo

...

2023/5/3

Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications

José Barrera-García

Felipe Cisternas-Caneo

Broderick Crawford

Mariam Gómez Sánchez

Ricardo Soto

2023/12/25

Smigoc's glue for universal realizability in the left half-plane

arXiv preprint arXiv:2301.11398

Jaime H Alfaro

Ricardo L Soto

2023/1/26

See List of Professors in Ricardo Soto University(Pontificia Universidad Católica de Valparaíso)

Co-Authors

H-index: 48
Sanjay Misra

Sanjay Misra

Covenant University

H-index: 27
Eric Monfroy

Eric Monfroy

Université de Nantes

H-index: 26
Jose Antonio Garcia

Jose Antonio Garcia

Pontificia Universidad Católica de Valparaíso

H-index: 24
Philippe Cardou

Philippe Cardou

Université Laval

H-index: 20
Orlando Duran

Orlando Duran

Pontificia Universidad Católica de Valparaíso

H-index: 16
Rodrigo Olivares Ordenes

Rodrigo Olivares Ordenes

Universidad de Valparaíso

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