An alternative SMOTE oversampling strategy for high-dimensional datasets S Maldonado, J López, C Vairetti Applied Soft Computing 76, 380-389, 2019 | 208 | 2019 |
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification S Maldonado, C Vairetti, A Fernandez, F Herrera Pattern Recognition 124, 108511, 2022 | 93 | 2022 |
Facilitating conditions for successful adoption of inter-organizational information systems in seaports C Vairetti, RG González-Ramírez, S Maldonado, C Álvarez, S Voβ Transportation Research Part A: Policy and Practice 130, 333-350, 2019 | 46 | 2019 |
Understanding customer satisfaction via deep learning and natural language processing Á Aldunate, S Maldonado, C Vairetti, G Armelini Expert Systems with Applications 209, 118309, 2022 | 43 | 2022 |
Profit-based churn prediction based on minimax probability machines S Maldonado, J López, C Vairetti European Journal of Operational Research 284 (1), 273-284, 2020 | 43 | 2020 |
Analysis and improvement of business process models using spreadsheets J Saldivar, C Vairetti, C Rodríguez, F Daniel, F Casati, R Alarcón Information Systems 57, 1-19, 2016 | 30 | 2016 |
Explainable AI for operational research: A defining framework, methods, applications, and a research agenda KW De Bock, K Coussement, A De Caigny, R Slowiński, B Baesens, ... European Journal of Operational Research, 2023 | 25 | 2023 |
Modeling and Composing Navigational Concerns in Web Applications. Requirements and Design Issues. S Gordillo, G Rossi, A Moreira, J Araujo, C Vairetti, M Urbieta 2006 Fourth Latin American Web Congress, 25-31, 2006 | 25 | 2006 |
Time-weighted fuzzy support vector machines for classification in changing environments S Maldonado, J Lopez, C Vairetti Information Sciences 559, 97-110, 2021 | 24 | 2021 |
Telecom traffic pumping analytics via explainable data science ME Irarrázaval, S Maldonado, J Pérez, C Vairetti Decision Support Systems 150, 113559, 2021 | 22 | 2021 |
Efficient n-gram construction for text categorization using feature selection techniques M García, S Maldonado, C Vairetti Intelligent Data Analysis 25 (3), 509-525, 2021 | 19 | 2021 |
Enhancing the classification of social media opinions by optimizing the structural information C Vairetti, E Martinez-Camara, S Maldonado, V Luzon, F Herrera Future Generation Computer Systems 102, 838-846, 2020 | 16 | 2020 |
A transparency maturity model for government software tenders J Hochstetter, C Vairetti, C Cares, MG Ojeda, S Maldonado IEEE Access 9, 45668-45682, 2021 | 14 | 2021 |
Improving debt collection via contact center information: A predictive analytics framework C Sánchez, S Maldonado, C Vairetti Decision Support Systems 159, 113812, 2022 | 10 | 2022 |
A semantic approach for dynamically determining complex composed service behaviour C Vairetti, R Alarcon, J Bellido Journal of Web Engineering, 310-338, 2016 | 7 | 2016 |
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making C Vairetti, I Aránguiz, S Maldonado, JP Karmy, A Leal European Journal of Operational Research 312 (3), 1108-1118, 2024 | 5 | 2024 |
Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification C Vairetti, JL Assadi, S Maldonado Expert Systems with Applications 246, 123149, 2024 | 4 | 2024 |
SAW-Q: a dynamic composition approach of REST services based on queue model J Bellido, R Alarcon, C Pautasso, C Vairetti International Journal of Web and Grid Services 15 (1), 29-58, 2019 | 4 | 2019 |
OWAdapt: An adaptive loss function for deep learning using OWA operators S Maldonado, C Vairetti, K Jara, M Carrasco, J López Knowledge-Based Systems 280, 111022, 2023 | 3 | 2023 |
Mitigating the effect of dataset shift in clustering S Maldonado, R Saltos, C Vairetti, J Delpiano Pattern Recognition 134, 109058, 2023 | 3 | 2023 |