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Rodrigo De la Fuente
Rodrigo De la Fuente
Assistant Professor, University of Concepcion
Dirección de correo verificada de udec.cl - Página principal
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A deep learning ensemble model for wildfire susceptibility mapping
A Bjanes, R De la Fuente, P Mena
Ecological Informatics 65, 2021
812021
A systematic comparative evaluation of machine learning classifiers and discrete choice models for travel mode choice in the presence of response heterogeneity
P Salas, R De la Fuente, S Astroza, JA Carrasco
Expert Systems with Applications 193, 116253, 2022
692022
New compact integer programming formulations for the multi-trip vehicle routing problem with time windows
DA Neira, MM Aguayo, R De la Fuente, MA Klapp
Computers & Industrial Engineering 144, 106399, 2020
512020
A facility location and equipment emplacement technique model with expected coverage for the location of fire stations in the Concepción province, Chile
S Rodriguez, R De la Fuente, M Aguayo
Computers & Industrial Engineering 147, 106522, 2020
362020
An optimization-based approach for an integrated forest fire monitoring system with multiple technologies and surveillance drones
R De la Fuente, MM Aguayo, C Contreras-Bolton
European Journal of Operational Research 313 (2), 435-451, 2024
192024
A simulation-optimization approach for the facility location and vehicle assignment problem for firefighters using a loosely coupled spatio-temporal arrival process
S Rodriguez, R De la Fuente, M Aguayo
Computers & Industrial Engineering 157 (July 2021, 107242), 2021
152021
A simulation model to determine staffing strategy and warehouse capacity for a local distribution center
R De la Fuente, J Gatica, RL Smith
2019 Winter Simulation Conference (WSC), 1743-1754, 2019
132019
Metamodeling a system dynamics model: a contemporary comparison of methods
R De la Fuente, R Smith
2017 Winter Simulation Conference (WSC), 1926-1937, 2017
132017
Enabling intelligent processes in simulation utilizing the TensorFlow deep learning resources
R De la Fuente, I Erazo, RL Smith
2018 Winter Simulation Conference (WSC), 1108-1119, 2018
122018
A mixed-integer programming methodology to design tidal current farms integrating both cost and benefits: A case study in the Chacao Channel, Chile
M Aguayo, P Fierro, R De la Fuente, I Sepúlveda, D Figueroa
Applied Energy 294, 116980, 2021
62021
Scheduling mobile dental clinics: A heuristic approach considering fairness among school districts
IA Sepúlveda, MM Aguayo, R De la Fuente, G Latorre-Núñez, C Obreque, ...
Health care management science 27 (1), 46-71, 2024
42024
Comparison of machine learning methods for dry biomass estimation based on green logging residues chips
R De la Fuente, J Cancino, E Acuña
International Journal of Forest Engineering 32 (2), 174-184, 2021
32021
Real-time optimization for relocation and dispatching of Emergency Medical Services with balanced workload and outsourced ride-hailing services
Y Essus, R De La Fuente, A Venkitasubramanian
Computers & Industrial Engineering 187, 109823, 2024
22024
A Simulation-Based Approach to Compare Policies and Stakeholders’ Behaviors for the Ride-Hailing Assignment Problem
I Erazo, R De la Fuente
2021 Winter Simulation Conference (WSC), 1-12, 2021
22021
Analysis of attribute importance in multinomial logit models using Shapley values-based methods
P Salas, R De la Fuente, S Astroza, JA Carrasco
Journal of Choice Modelling 54, 100538, 2025
2025
Application of Non-Supervised Learning Tools and Visualization Techniques to Understand the Intrinsic Freshmen Enrollment Segmentation: An application to freshmen engineering …
P Salas, R De la Fuente, P Sáez, A Riquelme
Research in Statistics 3 (1), 2433290, 2025
2025
Discrete Events Simulation
R De la Fuente, H Rajagopalan
SAGE Publications, Inc., 2023
2023
Technical and Economic Viability of Agricultural Residue-Based Power Generation in Southern Chile Through Discrete Location Models
J Jimenez, C Rivas, R De La Fuente
Proceedings of the 3rd International Conference on BioGeoSciences: Modeling …, 2022
2022
Analizing the Variable Importance from Multinomial Logit Model Using Shapley Values-Based Methods: A Travel Mode Choiceapplication
P Salas, R De la Fuente, S Astroza, JA Carrasco
Available at SSRN 4571403, 0
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Artículos 1–19