Projects per year
Personal profile
Professional Information
Mathematical Engineer, PhD. In Applied Mathematics.
Research interests
Sus intereses profesionales y de investigación están centrados en el area de la inteligencia artificial, específicamente en métodos de tipo SVM en machine Learning. También estudiar modelos de optimización robusta en el campo de la optimización topológica.
Teaching
Durante su carrera académica ha guiado más de 35 memorias de título, actualmente es supervisor de 1 alumno de magister; ha impartido clases en los cursos matemáticos de plan común; ingeniería industrial; diplomado en machine learning y actualmente dicta un curso en el doctorado en ingeniería de la universidad de los andes.
Education/Academic qualification
PhD, Ciencias de la Ingeniería, Universidad de Chile
Habilitación para la dirección de tesis doctorales
- Habilitado
Proceso de habilitación doctoral
- HABILITACIÓN II-2023
Research Lines
- Research Lines
Fingerprint
Dive into the research topics where Miguel Angel Carrasco Briones is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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
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FONDECYT REGULAR - 1251860: ROBUST MODELS FOR FEATURE SELECTION IN MACHINE LEARNING
Carrasco Briones, M. A. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/25 → 31/03/29
Project: RESEARCH
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FONDEF IDeA I+D - ID23I10198: HERRAMIENTA DE APOYO A LA TOMA DE DECISIONES EN PATOLOGÍA DIGITAL DE CÁNCER DE PRÓSTATA BASADA EN INTELIGENCIA ARTIFICIAL
Carrasco Briones, M. A. (Principal Investigator)
17/10/23 → 17/10/25
Project: INNOVACIÓN Y DESARROLLO
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AMSUD210015: ROBUST AND STOCHASTIC MODELLING OF ENGINEERING PROBLEMS
Carrasco Briones, M. A. (Principal Investigator), Cea Echenique, S. A. (Co-Investigator), Bosch, P. (Principal Investigator), González Ramírez, R. G. (Co-Investigator), Pérez Retamales, J. E. (Co-Investigator), Telha Cornejo, C. A. (Co-Investigator), Canelas, A. (Co-Investigator), López-Ospina, H. (Co-Investigator), Lamas , A. (Principal Investigator) & Roche, J. R. (Co-Investigator)
1/01/22 → 1/01/24
Project: RESEARCH
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FONDECYT REGULAR - 1201403: OPTIMIZATION METHODS APPLIED TO SUPPORT VECTOR MACHINE CLASSIFICATION
Carrasco Briones, M. A. (Principal Investigator), López, J. (Co-Investigator) & Bosch, P. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/20 → 31/03/24
Project: RESEARCH
Research output
- 30 Article
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Bayes-optimal minimax probability machines
Maldonado, S., López, J., Carrasco, M. & Bosch, P., Mar 2026, In: Pattern Recognition. 171, 112068.Research output: Contribution to journal › Article › peer-review
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A study of PSVM and CPSVM models: analysis, correction, and application in operations research
Carrasco, M., Ivorra, B., López, J., Morote, D. & Ramos, A. M., 2025, (Accepted/In press) In: Annals of Operations Research.Research output: Contribution to journal › Article › peer-review
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A study of PSVM and CPSVM models: analysis, correction, and application in operations research
Carrasco, M., Ivorra, B., López, J., Morote, D. & Ramos, A. M., 22 Oct 2025, In: Annals of Operations Research.Research output: Contribution to journal › Article › peer-review
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Embedded feature selection for robust probability learning machines
Carrasco, M., Ivorra, B., López, J. & Ramos, A. M., Mar 2025, In: Pattern Recognition. 159, 111157.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
FDIPA-SOC: A MATLAB Package for Nonlinear Second-Order Cone Programs
Canelas, A., Carrasco, M., López, J. & Paduro, E., Sep 2025, In: Computational and Applied Mathematics. 44, 6, 305.Research output: Contribution to journal › Article › peer-review