PS
Académico · Postgrado UdeC
PATRICIO ANTONIO SÁEZ BUSTOS
Doctor en Ingeniería Industrial
Universidad de Concepción
patricsaez@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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Adaptive job shop scheduling via reinforcement learning-guided genetic algorithms with behavioral transparency
COMPUTERS & OPERATIONS RESEARCH 2026 ARTÍCULO WOS - SCOPUS AUTOR
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A reactive hybrid product-driven system for rescheduling in a manufacturing planning
BRAZILIAN JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT 2025 ARTÍCULO EMERGENTE - SCOPUS AUTOR
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Reinforcement Learning for Flexibility and Efficient Production
IFAC-PAPERSONLINE 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 product-driven system with an evolutionary algorithm to increase flexibility in planning a job shop
PLOS ONE 2023 ARTÍCULO WOS - SCOPUS AUTOR
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Reducing Nervousness in Master Production Planning: A Systematic Approach Incorporating Product-Driven Strategies
ALGORITHMS 2023 ARTÍCULO EMERGENTE - SCOPUS AUTOR
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A product-driven system approach to generate fast solutions to the job shop scheduling problem
IFAC-PAPERSONLINE 2022 ARTÍCULO WOS - SCOPUS AUTOR
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Implementation of a Holonic Product-Based Platform for Increased Flexibility in Production Planning
STUDIES IN COMPUTATIONAL INTELLIGENCE 2021 ARTÍCULO CONFERENCIA_REV SCOPUS AUTOR
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Proposal of a Markov chains based method for predicting paroxysmal atrial fibrillations
INGENIARE (CHILE) 2015 ARTÍCULO CATÁLOGO - SCIELO - SCOPUS COAUTOR