PDI - Resultado de Búsqueda

Felipe Andrés Cisternas Caneo

Metaheurísticas, Algoritmos Híbridos, Machine Learning, Algoritmos Bio-Inspirados, Optimización, Optimización Combinatorial, Metaheurísticas Caóticas

Ingeniero Civil en Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2020
Magíster en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2021
Licenciado en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2019
Magíster en Ciencias de la Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2024

Profesor Agregado Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Facultad de Ingeniería

Valparaíso, Chile

2023 - A la fecha
Profesor Hora Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Quilpué, Chile

2024 - A la fecha


Interpretable Binary Classification Under Constraints for Financial Compliance Modeling Paz, Alex; Crawford, Broderick; Monfroy, Eric; Rodriguez-Tello, Eduardo; Barrera-Garcia, Jose; Cisternas-Caneo, Felipe; Cortes, Benjamin Lopez; Lazo, Yoslandy; Yanez, Andres; Pena Fritz, Alvaro; et al. Article ISI MATHEMATICS (2026)
An Experimental Study of Transfer Functions and Binarization Strategies in Binary Arithmetic Optimization Algorithms for the Set Covering Problem Crawford B.; Soto R.; Caballero H.; Astorga G.; Cisternas-Caneo F.; Solís-Piñones, F; Giachetti G. Article ISI SCOPUS Mathematics (2025)
Application of Metaheuristics for Optimizing Predictive Models in iHealth: A Case Study on Hypotension Prediction in Dialysis Patients Cisternas-Caneo F.; Santamera-Lastras, M; Barrera-Garcia, J; Crawford B.; Soto R.; Brante-Aguilera, C; Garcés-Jiménez, A; Rodriguez-Puyol, D; Gómez-Pulido, JM Article ISI SCOPUS Biomimetics (2025)
Binary Chaotic White Shark Optimizer for the Unicost Set Covering Problem Zúñiga-Valenzuela, P; Crawford B.; Cisternas-Caneo F.; Rodriguez-Tello E.; Soto R.; Barrera-Garcia, J; Lepe-Silva, F Article ISI SCOPUS Mathematics (2025)
Binary Pufferfish Optimization Algorithm for Combinatorial Problems Crawford, Broderick; Paz, Alex; Soto, Ricardo; Pena Fritz, Alvaro; Astorga, Gino; Cisternas-Caneo, Felipe; Toledo Mac-lean, Claudio Patricio; Solis-Pinones, Fabian; Arce, Jose Lara; Giachetti, Giovanni Article ISI BIOMIMETICS (2025)
Binary Secretary Bird Optimization Algorithm for the Set Covering Problem Crawford B.; Cisternas-Caneo F.; Soto R.; Mac-lean, CPT; Arce, JL; Solís-Piñones, F; Astorga G.; Giachetti G. Article ISI SCOPUS Mathematics (2025)
Chaotic Binary Fox Optimizer for Solving Set Covering Problem Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Barrera-Garcia, Jose; Becerra-Rozas, Marcelo; Giachetti, Giovanni Article SCOPUS Communications in Computer and Information Science (2025)
Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map Barrera-Garcia, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Becerra-Rozas, Marcelo; Giachetti, Giovanni; Monfroy, Eric; Martinez-Villasenor, L; Ochoa-Ruiz, G Article ISI SCOPUS Lecture Notes in Computer Science (2025)
How Is the Objective Function of the Feature Selection Problem Formulated? Cisternas-Caneo, Felipe; Barrera-Garcia, Jose; Crawford, Broderick; Soto, Ricardo; Gomez Sanchez, Mariam; Manuel Gomez-Pulido, Jose; Garces-Jimenez, Alberto; Dorronsoro, B; Zagar, M; Talbi, EG Article ISI SCOPUS Communications in Computer and Information Science (2025)
New Binary Reptile Search Algorithms for Binary Optimization Problems Crawford B.; Cortés, BL; Cisternas-Caneo F.; Gómez-Pulido, JM; Olivares R.; Soto R.; Barrera-Garcia, J; Brante-Aguilera, C; Giachetti G. Article ISI SCOPUS Biomimetics (2025)
A Binary Chaotic White Shark Optimizer Lepe-Silva, Fernando; Crawford, Broderick; Cisternas-Caneo, Felipe; Barrera-Garcia, Jose; Soto, Ricardo Article ISI SCOPUS Mathematics (2024)
A Novel Approach to Combinatorial Problems: Binary Growth Optimizer Algorithm Leiva, Dante; Ramos-Tapia, Benjamin; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe Article ISI SCOPUS Biomimetics (2024)
Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Giachetti, Giovanni; Paz, Alex; Pena Fritz, Alvaro Article ISI SCOPUS Mathematics (2024)
Optimizing the Feature Selection Problem with Pendulum Search Algorithm: Binarization Strategies and Their Impacts Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Barrera-Garcia, Jose; Becerra-Rozas, Marcelo; Giachetti, Giovanni; Gomez-Pulido, Jose Manuel; Garces-Jimenez, Alberto; Silhavy, R; Silhavy, P Article ISI SCOPUS Lecture Notes in Networks and Systems (2024)
A Binary Black Widow Optimization Algorithm for Addressing the Cell Formation Problem Involving Alternative Routes and Machine Reliability Figueroa-Torrez, Paulo; Duran, Orlando; Crawford, Broderick; Cisternas-Caneo, Felipe Article ISI SCOPUS Mathematics (2023)
B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem Crawford, Broderick; Cisternas-Caneo, Felipe; Sepulveda, Katherine; Soto, Ricardo; Paz, Alex; Pena, Alvaro; Leon de la Barra, Claudio; Rodriguez-Tello, Eduardo; Astorga, Gino; Castro, Carlos; et al. Article ISI SCOPUS Computers (2023)
Binarization of Metaheuristics: Is the Transfer Function Really Important? Lemus-Romani, Jose; Crawford, Broderick; Cisternas-Caneo, Felipe; Soto, Ricardo; Becerra-Rozas, Marcelo Article ISI SCOPUS Biomimetics (2023)
Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems Crawford, Broderick; Soto, Ricardo Article ISI SCOPUS Mathematics (2022)
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems Chavez, Marcelo; Crawford, Broderick; Soto, Ricardo; Oluranti, J; Damasevicius, R; Maskeliunas, R Article ISI SCOPUS Communications in Computer and Information Science (2022)
Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Garcia, Jose Article ISI SCOPUS Mathematics (2022)
A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems Crawford, Broderick; Soto, Ricardo; VEGA-MENA, EMANUEL ENRIQUE Article ISI SCOPUS Mathematics (2021)
Balancing exploration-exploitation in the set covering problem resolution with a self-adaptive intelligent water drops algorithm Crawford B.; Soto R.; Astorga G.; Lemus-Romani J.; Misra S.; Castillo M.; Cisternas-Caneo F.; Tapia D.; Becerra-Rozas M. Article SCOPUS Advances in Science, Technology and Engineering Systems (2021)
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; et al. Article ISI SCOPUS 2021 IEEE International Conference on Automation/24th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2021 (2021)
Q-learnheuristics: Towards data-driven balanced metaheuristics Crawford, Broderick; Soto, Ricardo; Caballe, Nuria; Cisternas-Caneo, Felipe Article ISI SCOPUS Mathematics (2021)
Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques Guzman Gutierrez, Claudia; Crawford, Kathleen; Foschino, Giancarla; Crawford, Broderick; Soto, Ricardo; Leon de la Barra, Claudio; Cisternas Caneo, Felipe; Monfroy, Eric; Becerra-Rozas, Marcelo Article ISI SCOPUS Applied Sciences (Switzerland) (2020)


A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA) Crawford, Broderick; Soto, Ricardo BookSection ISI SCOPUS Communications in Computer and Information Science (2022)
A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem Crawford, Broderick; Soto, Ricardo BookSection ISI SCOPUS Communications in Computer and Information Science (2021)
Reinforcement Learning Based Whale Optimizer Crawford, Broderick; Soto, Ricardo; Trujillo Embry, Andrés; Arnao Molina, Máximo BookSection ISI SCOPUS Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2021)


Unleashing Chaos: Enhanced Reptile Search for the Set Covering Problem Cisternas-Caneo F.; Barrera-Garcia, J; Crawford B.; Soto R.; Becerra-Rozas M.; Giachetti G.; Monfroy E. ConferencePaper ISI APPLIED TECHNOLOGIES (ICAT 2019), PT II (2025)


Evolution and Trends of the Exploration-Exploitation Balance in Bio-Inspired Optimization Algorithms: A Bibliometric Analysis of Metaheuristics Lazo Y.; Crawford B.; Cisternas-Caneo F.; Barrera-Garcia, J; Soto R.; Giachetti G. Review ISI SCOPUS Biomimetics (2025)
Machine Learning and Metaheuristics Approach for Individual Credit Risk Assessment: A Systematic Literature Review Paz A.; Crawford B.; Monfroy E.; Barrera-Garcia, J; Fritz A.P.; Soto R.; Cisternas-Caneo F.; Yanez A. Review ISI SCOPUS Biomimetics (2025)
Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications Barrera-Garcia, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Sanchez, Mariam Gomez; Soto, Ricardo Review ISI SCOPUS Biomimetics (2024)
Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Astorga, Gino; Castro, Carlos; Garcia, Jose Review ISI SCOPUS Mathematics (2023)