Carla Vairetti

33 papers Journal 31Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A scalable AI-driven approach for burned-area mapping using U-Net and Landsat imagery.
Appl. Soft Comput.
Ian Mancilla-Wulff, Diego Terán, Carla Vairetti, José Ramón González Olabarría, Andrés Weintraub, Jaime Carrasco-Barra
2026 J jnl
Deep learning for crime analytics: A prioritization system for user reports from safety apps.
Expert Syst. Appl.
Carla Vairetti, Sebastián Maldonado, Richard Weber
2026 J jnl
Media analytics via machine learning: social media engagement prediction for TV channels.
Soc. Netw. Anal. Min.
Carla Vairetti, Juan Carlos Gubbins, Sebastián Alejandro Maldonado-Alarcón
2025 J jnl
A predict-and-optimize approach to profit-driven churn prevention.
Eur. J. Oper. Res.
Nuria Gómez-Vargas, Sebastián Maldonado, Carla Vairetti
2025 J jnl
Bounded Individualized Treatment Effect: A Novel Approach for Uplift Modeling.
IEEE Access
Catalina Sánchez, Carla Vairetti, Kristof Coussement, Sebastián Maldonado
2025 J jnl
One-step learning algorithm selection for classification via convolutional neural networks.
Inf. Sci.
Sebastián Maldonado, Carla Vairetti, Ignacio Figueroa
2024 J jnl
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making.
Eur. J. Oper. Res.
Carla Vairetti, Ignacio Aránguiz, Sebastián Maldonado, Juan Pablo Karmy, Alonso Leal
2024 J jnl
Dealing With Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and Matching.
IEEE Access
Carla Vairetti, María José Marfán, Sebastián Maldonado
2024 J jnl
Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification.
Expert Syst. Appl.
Carla Vairetti, José Luis Assadi, Sebastián Maldonado
2024 J jnl
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.
Eur. J. Oper. Res.
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
2024 J jnl
Improving incentive policies to salespeople cross-sells: a cost-sensitive uplift modeling approach.
Neural Comput. Appl.
Carla Vairetti, Raimundo Vargas, Catalina Sánchez, Andrés García, Guillermo Armelini, Sebastián Maldonado
2024 J jnl
Propensity score oversampling and matching for uplift modeling.
Eur. J. Oper. Res.
Carla Vairetti, Franco Gennaro, Sebastián Maldonado
2024 J jnl
Scalable Property Valuation Models via Graph-based Deep Learning.
CoRR
Enrique Riveros, Carla Vairetti, Christian Wegmann, Santiago Truffa, Sebastián Maldonado
2023 J jnl
A predict-and-optimize approach to profit-driven churn prevention.
CoRR
Nuria Gómez-Vargas, Sebastián Maldonado, Carla Vairetti
2023 J jnl
Automatic learning algorithm selection for classification via convolutional neural networks.
CoRR
Sebastián Maldonado, Carla Vairetti, Ignacio Figueroa
2023 J jnl
Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification.
CoRR
Carla Vairetti, José Luis Assadi, Sebastián Maldonado
2023 J jnl
Mitigating the effect of dataset shift in clustering.
Pattern Recognit.
Sebastián Maldonado, Ramiro Saltos, Carla Vairetti, José Delpiano
2023 J jnl
OWAdapt: An adaptive loss function for deep learning using OWA operators.
CoRR
Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
2023 J jnl
OWAdapt: An adaptive loss function for deep learning using OWA operators.
Knowl. Based Syst.
Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López
2022 J jnl
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification.
Pattern Recognit.
Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera
2022 J jnl
Improving debt collection via contact center information: A predictive analytics framework.
Decis. Support Syst.
Catalina Sánchez, Sebastián Maldonado, Carla Vairetti
2022 J jnl
Understanding customer satisfaction via deep learning and natural language processing.
Expert Syst. Appl.
Angeles Aldunate, Sebastián Maldonado, Carla Vairetti, Guillermo Armelini
2021 J jnl
A Transparency Maturity Model for Government Software Tenders.
IEEE Access
Jorge Hochstetter, Carla Vairetti, Carlos Cares, Mauricio García Ojeda, Sebastián Maldonado
2021 J jnl
Efficient n-gram construction for text categorization using feature selection techniques.
Intell. Data Anal.
Maximiliano García, Sebastián Maldonado, Carla Vairetti
2021 J jnl
Telecom traffic pumping analytics via explainable data science.
Decis. Support Syst.
María Elisa Irarrázaval, Sebastián Maldonado, Juan Pérez, Carla Vairetti
2021 J jnl
Time-weighted Fuzzy Support Vector Machines for classification in changing environments.
Inf. Sci.
Sebastián Maldonado, Julio López, Carla Vairetti
2020 J jnl
Enhancing the classification of social media opinions by optimizing the structural information.
Future Gener. Comput. Syst.
Carla Vairetti, Eugenio Martínez-Cámara, Sebastián Maldonado, María Victoria Luzón, Francisco Herrera
2020 J jnl
Profit-based churn prediction based on Minimax Probability Machines.
Eur. J. Oper. Res.
Sebastián Maldonado, Julio López, Carla Vairetti
2019 J jnl
An alternative SMOTE oversampling strategy for high-dimensional datasets.
Appl. Soft Comput.
Sebastián Maldonado, Julio López, Carla Vairetti
2019 J jnl
SAW-Q: a dynamic composition approach of REST services based on queue model.
Int. J. Web Grid Serv.
Jesus Bellido, Rosa Alarcón, Cesare Pautasso, Carla Vairetti
2016 J jnl
Analysis and improvement of business process models using spreadsheets.
Inf. Syst.
Jorge Saldivar, Carla Vairetti, Carlos Rodríguez, Florian Daniel, Fabio Casati, Rosa Alarcón
2016 — —
Closing the Gap between Business Process Analysis and Service Workflow Design with the BPM-SIC Methodology.
Carla Vairetti
2006 — conf
Modeling and Composing Navigational Concerns in Web Applications. Requirements and Design Issues.
LA-WEB
Silvia E. Gordillo, Gustavo Rossi, Ana Moreira, João Araújo, Carla Vairetti, Matias Urbieta