Research output per year
Research output per year
- 19 results
Search results
-
2023
Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making
Vairetti, C., Aránguiz, I., Maldonado, S., Karmy, J. P. & Leal, A., 2023, (Accepted/In press) In: European Journal of Operational Research.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Explainable AI for Operational Research: A defining framework, methods, applications, and a research agenda
De Bock, K. W., Coussement, K., Caigny, A. D., Słowiński, R., Baesens, B., Boute, R. N., Choi, T. M., Delen, D., Kraus, M., Lessmann, S., Maldonado, S., Martens, D., Óskarsdóttir, M., Vairetti, C., Verbeke, W. & Weber, R., 2023, (Accepted/In press) In: European Journal of Operational Research.Research output: Contribution to journal › Article › peer-review
Open Access -
Mitigating the effect of dataset shift in clustering
Maldonado, S., Saltos, R., Vairetti, C. & Delpiano, J., Feb 2023, In: Pattern Recognition. 134, p. 109058 109058.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
OWAdapt: An adaptive loss function for deep learning using OWA operators
Maldonado, S., Vairetti, C., Jara, K., Carrasco, M. & López, J., 25 Nov 2023, In: Knowledge-Based Systems. 280, 111022.Research output: Contribution to journal › Article › peer-review
-
2022
FW-SMOTE: A feature-weighted oversampling approach for imbalanced classification
Maldonado, S., Vairetti, C., Fernandez, A. & Herrera, F., Apr 2022, In: Pattern Recognition. 124, 108511.Research output: Contribution to journal › Article › peer-review
34 Scopus citations -
Improving debt collection via contact center information: A predictive analytics framework
Sánchez, C., Maldonado, S. & Vairetti, C., 2022, (Accepted/In press) In: Decision Support Systems. 113812.Research output: Contribution to journal › Article › peer-review
-
Understanding customer satisfaction via deep learning and natural language processing
Aldunate, Á., Maldonado, S., Vairetti, C. & Armelini, G., 15 Dec 2022, In: Expert Systems with Applications. 209, 118309.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
2021
A Transparency Maturity Model for Government Software Tenders
Hochstetter, J., Vairetti, C. M., Cares, C., Ojeda, M. G. & Maldonado, S., 2021, In: IEEE Access. 9, p. 45668-45682 15 p., 9381194.Research output: Contribution to journal › Article › peer-review
Open Access6 Scopus citations -
Efficient n-gram construction for text categorization using feature selection techniques
García, M., Maldonado, S. & Vairetti, C. M., 2021, In: Intelligent Data Analysis. 25, 3, p. 509-525 17 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
Telecom traffic pumping analytics via explainable data science
Irarrázaval, M. E., Maldonado, S., Pérez, J. E. & Vairetti, C. M., 1 Nov 2021, In: Decision Support Systems. 150, 113559.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Time-weighted Fuzzy Support Vector Machines for classification in changing environments
Maldonado, S., López, J. & Vairetti, C., Jun 2021, In: Information Sciences. 559, p. 97-110 14 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
2020
Enhancing the classification of social media opinions by optimizing the structural information
Vairetti, C., Martínez-Cámara, E., Maldonado, S., Luzón, V. & Herrera, F., Jan 2020, In: Future Generation Computer Systems. 102, p. 838-846 9 p.Research output: Contribution to journal › Article › peer-review
14 Scopus citations -
Profit-based churn prediction based on Minimax Probability Machines
Maldonado, S., López, J. & Vairetti, C., 1 Jul 2020, In: European Journal of Operational Research. 284, 1, p. 273-284 12 p.Research output: Contribution to journal › Article › peer-review
31 Scopus citations -
2019
An alternative SMOTE oversampling strategy for high-dimensional datasets
Maldonado, S., López, J. & Vairetti, C., Mar 2019, In: Applied Soft Computing Journal. 76, p. 380-389 10 p.Research output: Contribution to journal › Article › peer-review
104 Scopus citations -
Facilitating conditions for successful adoption of inter-organizational information systems in seaports
Vairetti, C. M., González, R. G., Maldonado, S., Álvarez, C. & Voβ, S., Dec 2019, In: Transportation Research, Part A: Policy and Practice. 130, p. 333-350 18 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
SAW-Q: A dynamic composition approach of REST services based on queue model
Bellido, J., Alarcon, R., Pautasso, C. & Vairetti, C., 2019, In: International Journal of Web and Grid Services. 15, 1, p. 29-58 30 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
2016
Analysis and improvement of business process models using spreadsheets
Saldivar, J., Vairetti, C., Rodríguez, C., Daniel, F., Casati, F. & Alarcón, R., 1 Apr 2016, In: Information Systems. 57, p. 1-19 19 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
A semantic approach for dynamically determining complex composed service behaviour
Vairetti, C., Alarcon, R. & Bellido, J., 1 Jul 2016, In: Journal of Web Engineering. 15, 3-4, p. 310-338 29 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
2006
Modeling and composing navigational concerns in Web applications. Requirements and design issues
Gordillo, S., Rossi, G., Moreira, A., Araujo, J., Vairetti, C. & Urbieta, M., 2006, Proceedings - LA-Web 06: Fourth Latin American Web Congress. p. 25-31 7 p. 4022088. (Proceedings - LA-Web 06: Fourth Latin American Web Congress).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
19 Scopus citations