Carla Vairetti

According to our database, Carla Vairetti authored at least 25 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Improving incentive policies to salespeople cross-sells: a cost-sensitive uplift modeling approach.

Carla Vairetti, Raimundo Vargas, Catalina Sánchez, Andrés García, Guillermo Armelini, Sebastián Maldonado

Neural Comput. Appl., October, 2024

Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making.

Carla Vairetti, Ignacio Aránguiz, Sebastián Maldonado, Juan Pablo Karmy, Alonso Leal

Eur. J. Oper. Res., February, 2024

Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification.

Carla Vairetti, José Luis Assadi, Sebastián Maldonado

Expert Syst. Appl., 2024

Propensity score oversampling and matching for uplift modeling.

Carla Vairetti, Franco Gennaro, Sebastián Maldonado

Eur. J. Oper. Res., 2024

Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda.

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

Eur. J. Oper. Res., 2024

Scalable Property Valuation Models via Graph-based Deep Learning.

Enrique Riveros, Carla Vairetti, Christian Wegmann, Santiago Truffa, Sebastián Maldonado

CoRR, 2024

2023

OWAdapt: An adaptive loss function for deep learning using OWA operators.

Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López

Knowl. Based Syst., November, 2023

Mitigating the effect of dataset shift in clustering.

Sebastián Maldonado, Ramiro Saltos, Carla Vairetti, José Delpiano

Pattern Recognit., 2023

A predict-and-optimize approach to profit-driven churn prevention.

Nuria Gómez-Vargas, Sebastián Maldonado, Carla Vairetti

CoRR, 2023

Automatic learning algorithm selection for classification via convolutional neural networks.

Sebastián Maldonado, Carla Vairetti, Ignacio Figueroa

CoRR, 2023

2022

FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification.

Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera

Pattern Recognit., 2022

Understanding customer satisfaction via deep learning and natural language processing.

Angeles Aldunate, Sebastián Maldonado, Carla Vairetti, Guillermo Armelini

Expert Syst. Appl., 2022

Improving debt collection via contact center information: A predictive analytics framework.

Catalina Sánchez, Sebastián Maldonado, Carla Vairetti

Decis. Support Syst., 2022

2021

Time-weighted Fuzzy Support Vector Machines for classification in changing environments.

Sebastián Maldonado, Julio López, Carla Vairetti

Inf. Sci., 2021

Efficient n-gram construction for text categorization using feature selection techniques.

Maximiliano García, Sebastián Maldonado, Carla Vairetti

Intell. Data Anal., 2021

Telecom traffic pumping analytics via explainable data science.

María Elisa Irarrázaval, Sebastián Maldonado, Juan Pérez, Carla Vairetti

Decis. Support Syst., 2021

A Transparency Maturity Model for Government Software Tenders.

Jorge Hochstetter, Carla Vairetti, Carlos Cares, Mauricio García Ojeda, Sebastián Maldonado

IEEE Access, 2021

2020

Enhancing the classification of social media opinions by optimizing the structural information.

Carla Vairetti, Eugenio Martínez-Cámara, Sebastián Maldonado, María Victoria Luzón, Francisco Herrera

Future Gener. Comput. Syst., 2020

Profit-based churn prediction based on Minimax Probability Machines.

Sebastián Maldonado, Julio López, Carla Vairetti

Eur. J. Oper. Res., 2020

2019

SAW-Q: a dynamic composition approach of REST services based on queue model.

Jesus Bellido, Rosa Alarcón, Cesare Pautasso, Carla Vairetti

Int. J. Web Grid Serv., 2019

An alternative SMOTE oversampling strategy for high-dimensional datasets.

Sebastián Maldonado, Julio López, Carla Vairetti

Appl. Soft Comput., 2019

2016

Closing the Gap between Business Process Analysis and Service Workflow Design with the BPM-SIC Methodology.

Carla Vairetti

PhD thesis, 2016

A Semantic Approach for Dynamically Determining Complex Composed Service Behaviour.

Carla Wairetti, Rosa Alarcón, Jesus Bellido

J. Web Eng., 2016

Analysis and improvement of business process models using spreadsheets.

Jorge Saldivar, Carla Vairetti, Carlos Rodríguez, Florian Daniel, Fabio Casati, Rosa Alarcón

Inf. Syst., 2016

2006

Modeling and Composing Navigational Concerns in Web Applications. Requirements and Design Issues.

Silvia E. Gordillo, Gustavo Rossi, Ana Moreira, João Araújo, Carla Vairetti, Matias Urbieta

Proceedings of the Fourth Latin American Web Congress (LA-Web 2006), 2006