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2020 – today
- 2024
[j20]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): 1108-1118 (2024)- [j19]Carla Vairetti, Franco Gennaro, Sebastián Maldonado:
Propensity score oversampling and matching for uplift modeling. Eur. J. Oper. Res. 316(3): 1058-1069 (2024) - [j18]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): 249-272 (2024) - [j17]Carla Vairetti, José Luis Assadi, Sebastián Maldonado:
Efficient hybrid oversampling and intelligent undersampling for imbalanced big data classification. Expert Syst. Appl. 246: 123149 (2024) - [j16]Carla Vairetti, Raimundo Vargas, Catalina Sánchez, Andrés García, Guillermo Armelini, Sebastián Maldonado:
Improving incentive policies to salespeople cross-sells: a cost-sensitive uplift modeling approach. Neural Comput. Appl. 36(28): 17541-17558 (2024) - [i5]Enrique Riveros, Carla Vairetti, Christian Wegmann, Santiago Truffa, Sebastián Maldonado:
Scalable Property Valuation Models via Graph-based Deep Learning. CoRR abs/2405.06553 (2024) - 2023
- [j15]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: 111022 (2023) - [j14]Sebastián Maldonado, Ramiro Saltos, Carla Vairetti, José Delpiano:
Mitigating the effect of dataset shift in clustering. Pattern Recognit. 134: 109058 (2023) - [i4]Sebastián Maldonado, Carla Vairetti, Ignacio Figueroa:
Automatic learning algorithm selection for classification via convolutional neural networks. CoRR abs/2305.09101 (2023) - [i3]Sebastián Maldonado, Carla Vairetti, Katherine Jara, Miguel Carrasco, Julio López:
OWAdapt: An adaptive loss function for deep learning using OWA operators. CoRR abs/2305.19443 (2023) - [i2]Carla Vairetti, José Luis Assadi, Sebastián Maldonado:
Efficient Hybrid Oversampling and Intelligent Undersampling for Imbalanced Big Data Classification. CoRR abs/2310.05789 (2023) - [i1]Nuria Gómez-Vargas, Sebastián Maldonado, Carla Vairetti:
A predict-and-optimize approach to profit-driven churn prevention. CoRR abs/2310.07047 (2023) - 2022
- [j13]Catalina Sánchez, Sebastián Maldonado, Carla Vairetti:
Improving debt collection via contact center information: A predictive analytics framework. Decis. Support Syst. 159: 113812 (2022) - [j12]Angeles Aldunate, Sebastián Maldonado, Carla Vairetti, Guillermo Armelini:
Understanding customer satisfaction via deep learning and natural language processing. Expert Syst. Appl. 209: 118309 (2022) - [j11]Sebastián Maldonado, Carla Vairetti, Alberto Fernández, Francisco Herrera:
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification. Pattern Recognit. 124: 108511 (2022) - 2021
- [j10]Jorge Hochstetter, Carla Vairetti, Carlos Cares, Mauricio García Ojeda, Sebastián Maldonado:
A Transparency Maturity Model for Government Software Tenders. IEEE Access 9: 45668-45682 (2021) - [j9]María Elisa Irarrázaval, Sebastián Maldonado, Juan Pérez, Carla Vairetti:
Telecom traffic pumping analytics via explainable data science. Decis. Support Syst. 150: 113559 (2021) - [j8]Maximiliano García, Sebastián Maldonado, Carla Vairetti:
Efficient n-gram construction for text categorization using feature selection techniques. Intell. Data Anal. 25(3): 509-525 (2021) - [j7]Sebastián Maldonado, Julio López, Carla Vairetti:
Time-weighted Fuzzy Support Vector Machines for classification in changing environments. Inf. Sci. 559: 97-110 (2021) - 2020
- [j6]Sebastián Maldonado, Julio López, Carla Vairetti:
Profit-based churn prediction based on Minimax Probability Machines. Eur. J. Oper. Res. 284(1): 273-284 (2020) - [j5]Carla Vairetti, Eugenio Martínez-Cámara, Sebastián Maldonado, María Victoria Luzón, Francisco Herrera:
Enhancing the classification of social media opinions by optimizing the structural information. Future Gener. Comput. Syst. 102: 838-846 (2020)
2010 – 2019
- 2019
- [j4]Sebastián Maldonado, Julio López, Carla Vairetti:
An alternative SMOTE oversampling strategy for high-dimensional datasets. Appl. Soft Comput. 76: 380-389 (2019) - [j3]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): 29-58 (2019) - 2016
- [b1]Carla Vairetti:
Closing the Gap between Business Process Analysis and Service Workflow Design with the BPM-SIC Methodology. University of Trento, Italy, 2016 - [j2]Jorge Saldivar, Carla Vairetti, Carlos Rodríguez, Florian Daniel, Fabio Casati, Rosa Alarcón:
Analysis and improvement of business process models using spreadsheets. Inf. Syst. 57: 1-19 (2016) - [j1]Carla Wairetti, Rosa Alarcón, Jesus Bellido:
A Semantic Approach for Dynamically Determining Complex Composed Service Behaviour. J. Web Eng. 15(3&4): 310-338 (2016)
2000 – 2009
- 2006
- [c1]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: 25-31
Coauthor Index
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last updated on 2024-10-07 22:12 CEST by the dblp team
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