Publications in collaboration with researchers from Pontificia Universidad Católica de Valparaíso (14)

2024

  1. Solving the S-box design problem with Chimp Optimization Algorithm improved by Opposition Based Learning

    ACM International Conference Proceeding Series

2023

  1. Data Analytics and Machine Learning in Education

    Applied Sciences (Switzerland)

2021

  1. Q-learnheuristics: Towards data-driven balanced metaheuristics

    Mathematics, Vol. 9, Núm. 16

2020

  1. Comparison between stochastic gradient descent and VLE metaheuristic for optimizing matrix factorization

    Communications in Computer and Information Science

  2. Exploring Further Advantages in an Alternative Formulation for the Set Covering Problem

    Mathematical Problems in Engineering, Vol. 2020

2019

  1. Data Science and AI-Based Optimization in Scientific Programming

    Scientific Programming

  2. Solving the manufacturing cell design problem through an autonomous water cycle algorithm

    Applied Sciences (Switzerland), Vol. 9, Núm. 22

  3. Toward a robust multi-objective metaheuristic for solving the relay node placement problem in wireless sensor networks

    Sensors (Switzerland), Vol. 19, Núm. 3

2018

  1. A new metaheuristic inspired by the vapour-liquid equilibrium for continuous optimization

    Applied Sciences (Switzerland), Vol. 8, Núm. 11

  2. Applying an Electromagnetism-like algorithm for solving the manufacturing cell design problem

    Intelligent Systems: Concepts, Methodologies, Tools, and Applications (IGI Global), pp. 1212-1231

2017

  1. Analyzing the effects of binarization techniques when solving the set covering problem through swarm optimization

    Expert Systems with Applications, Vol. 70, pp. 67-82

  2. Applying an electromagnetism-like algorithm for solving the manufacturing cell design problem

    Recent Developments in Intelligent Nature-Inspired Computing (IGI Global), pp. 37-61

  3. Energy prediction of access points in Wi-Fi networks according to users' behaviour

    Applied Sciences (Switzerland), Vol. 7, Núm. 8

2016

  1. Fine-grained parallelization of fitness functions in bioinformatics optimization problems: Gene selection for cancer classification and biclustering of gene expression data

    BMC Bioinformatics, Vol. 17, Núm. 1