Research output per year
Research output per year
Personal profile
Research Interests
She is a Professor at the Universidad de Los Andes in Chile. She holds a PhD in Information and Telecommunication Technology in Trento - Italy. She decided to start her professional career in Computer Engineering, since she was very interested in the software engineering tools that may have application in the industry. Her main research areas are: Business Process Management (BPM): Modeling and Process Simulation, Data Mining, Machine Learning and Business Analytics. She has been working in several applied research projects with ports in Chile and is the author of scientific articles in journals. For two years, she has participated in the organization of a women's event in Chile in order to attract students that learn about women leaders and gender issues in computing and technology. The synergy achieved among the participants generates actions and helps the different causes that work in isolation to join together to achieve greater goals to work for gender equality.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Profesor Asistente, Pontificia Universidad Católica de Chile
2 Aug 2014 → 1 Aug 2018
Profesor Instructor, Pontificia Universidad Católica de Chile
1 Jul 2011 → 1 Aug 2014
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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
1 Scopus citations -
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 Access2 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
1 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
3 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
5 Scopus citations