Projects per year
Personal profile
Professional Information
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.
Research interests
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):
Education/Academic qualification
PhD, Ciencias de la Ingeniería, Pontificia Universidad Católica de Chile
Master, Ingeniería, Pontificia Universidad Católica de Chile
PhD, of Philosophy in Information and Communication Technology , University of Trento
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
Habilitación para la dirección de tesis doctorales
- Habilitado
Proceso de habilitación doctoral
- HABILITACIÓN II-2020
Research Lines
- Research Lines
FECHA DE CATEGORÍA
- FECHA
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Collaborations and top research areas from the last five years
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Intelligent resampling for imbalanced Big Data classification: novel methods and applications
Vairetti, C. M. (Principal Investigator)
Project: Research
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FOVI - FOVI230030: MACHINE LEARNING PARA LA EVALUACION DEL RIESGO DE TERREMOTOS
Astroza Eulufi, R. R. (Principal Investigator), Vairetti, C. M. (Co-Investigator), Fermandois, G. (Co-Investigator), Bazáez, R. (Co-Investigator), Fayaz, J. (Co-Investigator), Eftekhar Azam, S. (Co-Investigator) & Li, Y. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo (ANID)
20/11/23 → 20/11/24
Project: Research
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FONDECYT REGULAR - 1210735: A DECISION SUPPORT SYSTEM FOR CONTAINER HANDLING PORT OPERATIONS BASED ON ARTIFICIAL INTELLIGENCE AND OPTIMIZATION TECHNIQUES (DSS-AIOP)
González Ramírez, R. G. (Principal Investigator), Vairetti, C. M. (Co-Investigator), Pérez Retamales, J. E. (Co-Investigator) & Maldonado, S. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo (ANID)
1/04/21 → 31/03/25
Project: Research
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FONDECYT INICIACIÓN - 11200007: INTELLIGENT RESAMPLING FOR IMBALANCED BIG DATA CLASSICATION: NOVEL METHODS AND APPLICATIONS
Vairetti, C. M. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo (ANID)
1/11/20 → 31/10/23
Project: Research
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FONDECYT REGULAR - 1200221: IMPROVING OUT-OF-TIME PREDICTIVE PERFORMANCE IN BUSINESS ANALYTICS VIA ROBUST OPTIMIZATION AND PROFIT METRICS
Maldonado, S. (Principal Investigator), Vairetti, C. M. (Co-Investigator), Pérez Retamales, J. E. (Co-Investigator), López, J. (Co-Investigator) & Iturriaga, A. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo (ANID)
1/04/20 → 31/03/24
Project: Research
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A predict-and-optimize approach to profit-driven churn prevention
Gómez-Vargas, N., Maldonado, S. & Vairetti, C., 2025, (Accepted/In press) In: European Journal of Operational Research.Research output: Contribution to journal › Article › peer-review
Open Access -
A predict-and-optimize approach to profit-driven churn prevention
Gómez-Vargas, N., Maldonado, S. & Vairetti, C., 16 Jul 2025, In: European Journal of Operational Research. 324, 2, p. 555-566 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing environmental governance: A text-based artificial intelligence approach for project evaluation involvement
Leal, A., Maldonado, S., Martínez, J. I., Bertazzo, S., Quijada, S. & Vairetti, C., Jan 2025, In: Environmental Impact Assessment Review. 110, 107707.Research output: Contribution to journal › Article › peer-review
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Analytics-driven complaint prioritisation via deep learning and multicriteria decision-making
Vairetti, C., Aránguiz, I., Maldonado, S., Karmy, J. P. & Leal, A., 1 Feb 2024, In: European Journal of Operational Research. 312, 3, p. 1108-1118 11 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Dealing with Class Imbalance in Uplift Modeling-Efficient Data Preprocessing via Oversampling and Matching
Vairetti, C., José Marfán, M. & Maldonado, S., 2024, In: IEEE Access. 12, p. 188993-189008 16 p.Research output: Contribution to journal › Article › peer-review
Open Access