Carla Vairetti

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 23

Top Topics

Text Categorization

Changing Environment

Top Venues

Eur. J. Oper. Res.

Decis. Support Syst.

Expert Syst. Appl.

Publications

Carla Vairetti, Franco Gennaro, Sebastián Maldonado
Propensity score oversampling and matching for uplift modeling. Eur. J. Oper. Res. 316 (3) (2024)
Enrique Riveros, Carla Vairetti, Christian Wegmann, Santiago Truffa, Sebastián Maldonado
Scalable Property Valuation Models via Graph-based Deep Learning. CoRR (2024)
Koen W. De Bock, Kristof Coussement, Arno De Caigny, Roman Slowinski, Bart Baesens, Robert N. Boute, Tsan-Ming Choi, Dursun Delen, Mathias Kraus, Stefan Lessmann, Sebastián Maldonado, David Martens, María Óskarsdóttir, Carla Vairetti, Wouter Verbeke, Richard Weber
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda. Eur. J. Oper. Res. 317 (2) (2024)
Carla Vairetti, Ignacio Aránguiz, Sebastián Maldonado, Juan Pablo Karmy, Alonso Leal
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making. Eur. J. Oper. Res. 312 (3) (2024)
Carla Vairetti, José Luis Assadi, Sebastián Maldonado
Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification. Expert Syst. Appl. 246 (2024)
Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
OWAdapt: An adaptive loss function for deep learning using OWA operators. Knowl. Based Syst. 280 (2023)
Nuria Gómez-Vargas, Sebastián Maldonado, Carla Vairetti
A predict-and-optimize approach to profit-driven churn prevention. CoRR (2023)
Sebastián Maldonado, Carla Vairetti, Ignacio Figueroa
Automatic learning algorithm selection for classification via convolutional neural networks. CoRR (2023)
Sebastián Maldonado, Ramiro Saltos, Carla Vairetti, José Delpiano
Mitigating the effect of dataset shift in clustering. Pattern Recognit. 134 (2023)
Carla Vairetti, José Luis Assadi, Sebastián Maldonado
Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification. CoRR (2023)
Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
OWAdapt: An adaptive loss function for deep learning using OWA operators. CoRR (2023)
Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification. Pattern Recognit. 124 (2022)
Catalina Sánchez, Sebastián Maldonado, Carla Vairetti
Improving debt collection via contact center information: A predictive analytics framework. Decis. Support Syst. 159 (2022)
Angeles Aldunate, Sebastián Maldonado, Carla Vairetti, Guillermo Armelini
Understanding customer satisfaction via deep learning and natural language processing. Expert Syst. Appl. 209 (2022)
Jorge Hochstetter, Carla Vairetti, Carlos Cares, Mauricio García Ojeda, Sebastián Maldonado
A Transparency Maturity Model for Government Software Tenders. IEEE Access 9 (2021)
Maximiliano García, Sebastián Maldonado, Carla Vairetti
Efficient n-gram construction for text categorization using feature selection techniques. Intell. Data Anal. 25 (3) (2021)
María Elisa Irarrázaval, Sebastián Maldonado, Juan Pérez, Carla Vairetti
Telecom traffic pumping analytics via explainable data science. Decis. Support Syst. 150 (2021)
Sebastián Maldonado, Julio López, Carla Vairetti
Time-weighted Fuzzy Support Vector Machines for classification in changing environments. Inf. Sci. 559 (2021)
Carla Vairetti, Eugenio Martínez-Cámara, Sebastián Maldonado, M. Victoria Luzón, Francisco Herrera
Enhancing the classification of social media opinions by optimizing the structural information. Future Gener. Comput. Syst. 102 (2020)
Sebastián Maldonado, Julio López, Carla Vairetti
Profit-based churn prediction based on Minimax Probability Machines. Eur. J. Oper. Res. 284 (1) (2020)
Sebastián Maldonado, Julio López, Carla Vairetti
An alternative SMOTE oversampling strategy for high-dimensional datasets. Appl. Soft Comput. 76 (2019)
Jesus Bellido, Rosa Alarcón, Cesare Pautasso, Carla Vairetti
SAW-Q: a dynamic composition approach of REST services based on queue model. Int. J. Web Grid Serv. 15 (1) (2019)
Jorge Saldivar, Carla Vairetti, Carlos Rodríguez, Florian Daniel, Fabio Casati, Rosa Alarcón
Analysis and improvement of business process models using spreadsheets. Inf. Syst. 57 (2016)
Silvia E. Gordillo, Gustavo Rossi, Ana Moreira, João Araújo, Carla Vairetti, Matias Urbieta
Modeling and Composing Navigational Concerns in Web Applications. Requirements and Design Issues. LA-WEB (2006)