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
Mis intereses de investigación se centran en el desarrollo de modelos predictivos avanzados, analítica de clientes, optimización basada en datos, procesamiento de lenguaje natural, tratamiento de datos desbalanceados, robustez ante cambios de dominio y aplicaciones de inteligencia artificial en ingeniería y sistemas.
Teaching
He tenido el privilegio de guiar a 25 estudiantes de postgrado en proyectos de investigación con énfasis académico, así como de supervisar memorias de pregrado enfocadas en investigación aplicada.
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
Fingerprint
Dive into the research topics where Carla Marina Vairetti is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
FONDECYT REGULAR - 1250045: TAILORED UPLIFT MODELING METHODS FOR BUSINESS ANALYTICS
Maldonado, S. (Principal Investigator), Vairetti, C. M. (Co-Investigator) & García-Echalar, A. (Co-Investigator)
1/04/25 → 31/03/29
Project: RESEARCH
-
FONDEF IT - S/I: ESCALAMIENTO Y VALIDACIÓN DE UN SISTEMA INTEGRADO PARA LA PERSECUCIÓN DE DELITOS UTILIZANDO ANALÍTICA AVANZADA DE DATOS
Weber, R. (Director), Vairetti, C. M. (Alternate Director), Maldonado, S. (Co-Investigator) & Troncoso, F. (Co-Investigator)
1/01/24 → 31/12/26
Project: INNOVACIÓN Y DESARROLLO
-
Intelligent resampling for imbalanced Big Data classification: novel methods and applications
Vairetti, C. M. (Principal Investigator)
Project: RESEARCH
-
FOVI230030: MACHINE LEARNING PARA LA EVALUACIÓN 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
14/12/23 → 14/12/24
Project: RESEARCH
-
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
1/04/21 → 31/03/25
Project: RESEARCH
-
A scalable AI-driven approach for burned-area mapping using U-Net and Landsat imagery
Mancilla-Wulff, I., Terán, D., Vairetti, C., González-Olabarria, J. R., Weintraub, A. & Carrasco-Barra, J., Jan 2026, In: Applied Soft Computing. 186, 114070.Research output: Contribution to journal › Article › peer-review
-
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
1 Scopus citations -
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 -
Bounded Individualized Treatment Effect: A Novel Approach for Uplift Modeling
Sanchez, C., Vairetti, C., Coussement, K. & Maldonado, S., 2025, In: IEEE Access. 13, p. 145599-145610 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep learning-based system for automated staging of lower molar maturation
Biskupovic, F., Rosenberg, F., Searle, L. M., Ramírez, P., Larrañaga, M. J., Maldonado, S., Vairetti, C. & Oyonarte, R., 2025, (Accepted/In press) In: Journal of the World Federation of Orthodontists.Research output: Contribution to journal › Article › peer-review