Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques
de la Fuente-Mella, Hanns, Gutierrez, Claudia Guzman, Crawford, Kathleen, Foschino, Giancarla, Crawford, Broderick, Soto, Ricardo, de la Barra, Claudio Leon, Caneo, Felipe Cisternas, Monfroy, Eric, Becerra-Rozas, Marcelo, Elortegui-Gomez, Claudio
Published in Applied sciences (15.10.2020)
Published in Applied sciences (15.10.2020)
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Journal Article
Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications
Barrera-García, José, Cisternas-Caneo, Felipe, Crawford, Broderick, Gómez Sánchez, Mariam, Soto, Ricardo
Published in Biomimetics (Basel, Switzerland) (01.01.2024)
Published in Biomimetics (Basel, Switzerland) (01.01.2024)
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Journal Article
Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector
Becerra-Rozas, Marcelo, Lemus-Romani, José, Cisternas-Caneo, Felipe, Crawford, Broderick, Soto, Ricardo, García, José
Published in Mathematics (Basel) (01.12.2022)
Published in Mathematics (Basel) (01.12.2022)
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Journal Article
Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review
Becerra-Rozas, Marcelo, Lemus-Romani, José, Cisternas-Caneo, Felipe, Crawford, Broderick, Soto, Ricardo, Astorga, Gino, Castro, Carlos, García, José
Published in Mathematics (Basel) (01.01.2023)
Published in Mathematics (Basel) (01.01.2023)
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Journal Article
A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems
Lemus-Romani, José, Becerra-Rozas, Marcelo, Crawford, Broderick, Soto, Ricardo, Cisternas-Caneo, Felipe, Vega, Emanuel, Castillo, Mauricio, Tapia, Diego, Astorga, Gino, Palma, Wenceslao, Castro, Carlos, García, José
Published in Mathematics (Basel) (01.11.2021)
Published in Mathematics (Basel) (01.11.2021)
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Journal Article
B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem
Crawford, Broderick, Cisternas-Caneo, Felipe, Sepúlveda, Katherine, Soto, Ricardo, Paz, Álex, Peña, Alvaro, León de la Barra, Claudio, Rodriguez-Tello, Eduardo, Astorga, Gino, Castro, Carlos, Johnson, Franklin, Giachetti, Giovanni
Published in Computers (Basel) (01.12.2023)
Published in Computers (Basel) (01.12.2023)
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Journal Article
Q-Learnheuristics: Towards Data-Driven Balanced Metaheuristics
Crawford, Broderick, Soto, Ricardo, Lemus-Romani, José, Becerra-Rozas, Marcelo, Lanza-Gutiérrez, José, Caballé, Nuria, Castillo, Mauricio, Tapia, Diego, Cisternas-Caneo, Felipe, García, José, Astorga, Gino, Castro, Carlos, Rubio, José-Miguel
Published in Mathematics (Basel) (01.08.2021)
Published in Mathematics (Basel) (01.08.2021)
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Journal Article
A Binary Chaotic White Shark Optimizer
Lepe-Silva, Fernando, Crawford, Broderick, Cisternas-Caneo, Felipe, Barrera-Garcia, José, Soto, Ricardo
Published in Mathematics (Basel) (10.10.2024)
Published in Mathematics (Basel) (10.10.2024)
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Journal Article
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems
Chávez, Marcelo, Crawford, Broderick, Soto, Ricardo, Palma, Wenceslao, Becerra-Rozas, Marcelo, Cisternas-Caneo, Felipe, Astorga, Gino, Misra, Sanjay
Published in Informatics and Intelligent Applications
Published in Informatics and Intelligent Applications
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Book Chapter
A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem
Crawford, Broderick, Soto, Ricardo, Cisternas-Caneo, Felipe, Tapia, Diego, de la Fuente-Mella, Hanns, Palma, Wenceslao, Lemus-Romani, José, Castillo, Mauricio, Becerra-Rozas, Marcelo
Published in Optimization and Learning
Published in Optimization and Learning
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Book Chapter
A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)
Becerra-Rozas, Marcelo, Lemus-Romani, José, Crawford, Broderick, Soto, Ricardo, Cisternas-Caneo, Felipe, Embry, Andrés Trujillo, Molina, Máximo Arnao, Tapia, Diego, Castillo, Mauricio, Rubio, José-Miguel
Published in Metaheuristics and Nature Inspired Computing
Published in Metaheuristics and Nature Inspired Computing
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Book Chapter
Reinforcement Learning Based Whale Optimizer
Becerra-Rozas, Marcelo, Lemus-Romani, José, Crawford, Broderick, Soto, Ricardo, Cisternas-Caneo, Felipe, Embry, Andrés Trujillo, Molina, Máximo Arnao, Tapia, Diego, Castillo, Mauricio, Misra, Sanjay, Rubio, José-Miguel
Published in Computational Science and Its Applications – ICCSA 2021
Published in Computational Science and Its Applications – ICCSA 2021
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Book Chapter
Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case
Tapia, Diego, Crawford, Broderick, Soto, Ricardo, Palma, Wenceslao, Lemus-Romani, Jose, Cisternas-Caneo, Felipe, Castillo, Mauricio, Becerra-Rozas, Marcelo, Paredes, Fernando, Misra, Sanjay
Published in 2021 IEEE International Conference on Automation/XXIV Congress of the Chilean Association of Automatic Control (ICA-ACCA) (22.03.2021)
Published in 2021 IEEE International Conference on Automation/XXIV Congress of the Chilean Association of Automatic Control (ICA-ACCA) (22.03.2021)
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Conference Proceeding
Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem
Crawford, Broderick, Cisternas-Caneo, Felipe, Sepulveda, Katherine, Soto, Ricardo, Paz, Alex, Pena, Alvaro, de la Barra, Claudio Leon, Rodriguez-Tello, Eduardo, Astorga, Gino, Castro, Carlos, Johnson, Franklin, Giachetti, Giovanni, Pena Jaramillo, Eduardo, Villalobos, Pedro Alberti
Published in 2023 XLIX Latin American Computer Conference (CLEI) (16.10.2023)
Published in 2023 XLIX Latin American Computer Conference (CLEI) (16.10.2023)
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Conference Proceeding