Marcelo Becerra-Rozas

12 papers C 1Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
A systematic review of long document summarization methods: Evaluation metrics and approaches.
Neurocomputing
Bady Gana, Héctor Allende-Cid, Stefan Rüping, Marcelo Becerra-Rozas, Juan Zamora
2025 J jnl
Exploring Chaotic Binarization Rules in the Binary Fox Optimizer for Complex Optimization Problems.
SN Comput. Sci.
Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, José Carlos Barrera-García, Marcelo Becerra-Rozas, Giovanni Giachetti
2025 — conf
Optimizing Surgical Schedules: A Comparative Performance Analysis of Genetic Algorithms and Discrete Particle Swarm Optimization.
ARTIIS (1)
José Lara Arce, Javier Sepúlveda, Ricardo Santana, Marcelo Becerra-Rozas, Bady Gana, Daniel Villalobos
2024 — conf
Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map.
MICAI (2)
José García, Felipe Cisternas-Caneo, Broderick Crawford, Ricardo Soto, Marcelo Becerra-Rozas, Giovanni Giachetti, Éric Monfroy
2024 J jnl
Intelligent decision-making for binary coverage: Unveiling the potential of the multi-armed bandit selector.
Expert Syst. Appl.
Marcelo Becerra-Rozas, José Lemus-Romani, Broderick Crawford, Ricardo Soto, El-Ghazali Talbi
2024 C conf
Optimizing Feature Selection with Metaheuristics: Trends, Techniques, and Future Directions.
SoMeT
Felipe Cisternas-Caneo, Broderick Crawford, Mariam Gómez Sánchez, Ricardo Soto, Marcelo Becerra-Rozas, José Manuel Gómez-Pulido, Alberto Garces-Jimenez
2024 — conf
Unleashing Chaos: Enhanced Reptile Search for the Set Covering Problem.
ARTIIS (2)
Felipe Cisternas-Caneo, José Carlos Barrera-García, Broderick Crawford, Ricardo Soto, Marcelo Becerra-Rozas, Giovanni Giachetti, Éric Monfroy
2021 — conf
A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem.
OLA
Broderick Crawford, Ricardo Soto, Felipe Cisternas-Caneo, Diego Tapia, Hanns de la Fuente Mella, Wenceslao Palma, José Lemus-Romani, Mauricio Castillo, Marcelo Becerra-Rozas
2021 — conf
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems.
ICIIA
Marcelo Chávez, Broderick Crawford, Ricardo Soto, Wenceslao Palma, Marcelo Becerra-Rozas, Felipe Cisternas-Caneo, Gino Astorga, Sanjay Misra
2021 — conf
Reinforcement Learning Based Whale Optimizer.
ICCSA (9)
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
2020 — conf
A Data-Driven Dynamic Discretization Framework to Solve Combinatorial Problems Using Continuous Metaheuristics.
IBICA
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
2020 — conf
An Autonomous Galactic Swarm Optimization Algorithm Supported by Hidden Markov Model.
SoCPaR
Mauricio Castillo, Broderick Crawford, Ricardo Soto, Wenceslao Palma, José Lemus-Romani, Diego Tapia, Felipe Cisternas-Caneo, Marcelo Becerra-Rozas, Fernando Paredes, Sanjay Misra