PS
Académico · Postgrado UdeC
PATRICIO ANDRÉS SALAS FERNÁNDEZ
Doctor en Ingeniería Industrial
Universidad de Concepción
patricioasalas@udec.cl-
Deep SHAP explanations for predicted choice probabilities from learning multinomial logit model in modal choice application
QUALITY AND QUANTITY 2026 ARTÍCULO SCOPUS AUTOR
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Gower-SOM: a self-organizing map for mixed data with gower distance and heuristic adaptation for data analytics
INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS 2026 ARTÍCULO EMERGENTE - SCOPUS AUTOR
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Analyzing the Determinants of Teleworking during the COVID-19 Pandemic in Chile
TRANSPORTATION RESEARCH RECORD 2025 ARTÍCULO WOS - SCOPUS AUTOR
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Analysis of attribute importance in multinomial logit models using Shapley values-based methods
JOURNAL OF CHOICE MODELLING 2025 ARTÍCULO WOS - SCOPUS AUTOR
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Application of Non-Supervised Learning Tools and Visualization Techniques to Understand the Intrinsic Freshmen Enrollment Segmentation: An application to freshmen engineering students
RESEARCH IN STATISTICS 2025 ARTÍCULO AUTOR
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Rescheduling Under Disruption: A Product-Driven Framework with Heuristic and Reinforcement Learning Strategies
MANAGEMENT AND PRODUCTION ENGINEERING REVIEW 2025 ARTÍCULO EMERGENTE - SCOPUS AUTOR
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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
RESEARCH IN STATISTICS 2024 ARTÍCULO AUTOR
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A Physician's Perspective on the Incorporation of Pictograms as a Supplement to Medical Instructions in Chile: A Pilot Study
IRBM 2023 ARTÍCULO WOS - SCOPUS AUTOR
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A systematic comparative evaluation of machine learning classifiers and discrete choice models for travel mode choice in the presence of response heterogeneity
EXPERT SYSTEMS WITH APPLICATIONS 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Time Series Models for Forecasting the Number of Cases of SARS-COV-2 Dominant Variants During the Epidemic Waves in Chile
REVISTA POLITECNICA 2022 ARTÍCULO CATÁLOGO - SCIELO - SCOPUS AUTOR
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Assessment of a Chilean spanish version of the patient assessment of chronic illness care questionnaire
REVISTA MEDICA DE CHILE 2017 ARTÍCULO WOS - SCIELO - SCOPUS COAUTOR