Concepedia
Statistics
Publications
17
Citations
962
H-Index
15
Active since
2006
Affiliations
Universidad de Los Andes, Chile(Current)
Complex Engineering System Institute
University of Chile
Universidad Diego Portales
King Abdulaziz University
Carla Vairetti is an author at Universidad de Los Andes, Chile specializing in computing, machine learning, and computer science.
Publications per year
2006–2024
An alternative SMOTE oversampling strategy for high-dimensional datasets
Sebastián Maldonado, Julio López, Carla Vairetti · Applied Soft Computing · 2018 · 226 citations
Computing, Computer Science, Data Analytics +12
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
Sebastián Maldonado, Carla Vairetti, Alberto Fernández et al. · Pattern Recognition · 2021 · 172 citations · Full text
Computing, Computer Science, Data Science +14
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda
Koen W. De Bock, Kristof Coussement, Arno De Caigny et al. · European Journal of Operational Research · 2023 · 118 citations · Full text
Business, Decision Sciences, Artificial Intelligence +9
Understanding customer satisfaction via deep learning and natural language processing
Ángeles Aldunate, Sebastián Maldonado, Carla Vairetti et al. · Expert Systems with Applications · 2022 · 83 citations
Computing, Computer Science, Marketing +16
Profit-based churn prediction based on Minimax Probability Machines
Sebastián Maldonado, Julio López, Carla Vairetti · European Journal of Operational Research · 2019 · 65 citations · Full text
Computing, Business Analytics, Mathematics +13
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