Marcelo Becerra-Rozas

According to our database, Marcelo Becerra-Rozas authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploring Chaotic Binarization Rules in the Binary Fox Optimizer for Complex Optimization Problems.

Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, José Carlos Barrera-García, Marcelo Becerra-Rozas, Giovanni Giachetti

SN Comput. Sci., March, 2025

A systematic review of long document summarization methods: Evaluation metrics and approaches.

Bady Gana, Héctor Allende-Cid, Stefan Rüping, Marcelo Becerra-Rozas, Juan Zamora

Neurocomputing, 2025

2024

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

Marcelo Becerra-Rozas, José Lemus-Romani, Broderick Crawford, Ricardo Soto, El-Ghazali Talbi

Expert Syst. Appl., 2024

Optimizing Feature Selection with Metaheuristics: Trends, Techniques, and Future Directions.

Felipe Cisternas-Caneo, Broderick Crawford, Mariam Gómez Sánchez, Ricardo Soto, Marcelo Becerra-Rozas, José Manuel Gómez-Pulido, Alberto Garces-Jimenez

Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2024

Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map.

José García, Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, Marcelo Becerra-Rozas, Giovanni Giachetti, Éric Monfroy

Proceedings of the Advances in Soft Computing, 2024

Unleashing Chaos: Enhanced Reptile Search for the Set Covering Problem.

Felipe Cisternas-Caneo, José Carlos Barrera-García, Broderick Crawford, Ricardo Soto, Marcelo Becerra-Rozas, Giovanni Giachetti, Éric Monfroy

Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2024

2021

A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem.

Broderick Crawford, Ricardo Soto, Felipe Cisternas-Caneo, Diego Tapia, Hanns de la Fuente Mella, Wenceslao Palma, José Lemus-Romani, Mauricio Castillo, Marcelo Becerra-Rozas

Proceedings of the Optimization and Learning - 4th International Conference, 2021

Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems.

Marcelo Chávez, Broderick Crawford, Ricardo Soto, Wenceslao Palma, Marcelo Becerra-Rozas, Felipe Cisternas-Caneo, Gino Astorga, Sanjay Misra

Proceedings of the Informatics and Intelligent Applications, 2021

Reinforcement Learning Based Whale Optimizer.

Marcelo Becerra-Rozas, José Lemus-Romani, Broderick Crawford, Ricardo Soto, Felipe Cisternas-Caneo, Andrés Trujillo Embry, Máximo Arnao Molina, Diego Tapia, Mauricio Castillo, Sanjay Misra, José Miguel Rubio

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

2020

An Autonomous Galactic Swarm Optimization Algorithm Supported by Hidden Markov Model.

Mauricio Castillo, Broderick Crawford, Ricardo Soto, Wenceslao Palma, José Lemus-Romani, Diego Tapia, Felipe Cisternas-Caneo, Marcelo Becerra-Rozas, Fernando Paredes, Sanjay Misra

Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

A Data-Driven Dynamic Discretization Framework to Solve Combinatorial Problems Using Continuous Metaheuristics.

Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, Hanns de la Fuente Mella, Diego Tapia, José Lemus-Romani, Mauricio Castillo, Marcelo Becerra-Rozas, Fernando Paredes, Sanjay Misra

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2020