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Patricio Salas
Patricio Salas
Assistant Professor, Department of Statistics, Universidad de Concepción
Verified email at udec.cl
Title
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Year
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
662022
Adaptación y validación de la versión chilena del cuestionario “Evaluación de la Atención de Enfermedades Crónicas para pacientes”
ME Lagos, A Salazar, P Salas
Revista médica de Chile 145 (7), 869-878, 2017
72017
A Physician's Perspective on the Incorporation of Pictograms as a Supplement to Medical Instructions in Chile: A Pilot Study
R Figueroa, C Taramasco, C Flores, L Ortiz, C Vásquez-Venegas, P Salas, ...
IRBM 44 (1), 100712, 2023
32023
Modelos de Series de Tiempo para Predecir el Número de Casos de Variantes Dominantes del SARS-COV-2 Durante las Olas Epidémicas en Chile
CPB Sandoval, PAS Fernández, GPF Cabezas
Revista Politécnica 50 (3), 17-26, 2022
12022
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
Analyzing the Determinants of Teleworking during the COVID-19 Pandemic in Chile
S Astroza, R Hurtubia, A Tirachini, CA Guevara, JA Carrasco, P Salas, ...
Transportation Research Record, 03611981241278352, 2024
2024
An interpretable predictive model for bank customers’ income using the eXtreme Gradient Boosting algorithm and the SHAP method: a case study of an Anonymous Chilean Bank
P Salas, P Sáez, V Marchant
Research in Statistics 2 (1), 2312290, 2024
2024
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