Projects per year
Personal profile
Additional Research Interests
Mathematical Engineer, PhD. In Applied Mathematics. Main research topics: Continuous Optimization, Machine Learning and Topology Optimization
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Projects
- 1 Finished
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FONDECYT REGULAR - 1201403: Optimization methods applied to support vector machine classification
Carrasco, M. (Principal Investigator), López, J. (Co-Investigator) & Bosch, P. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo (ANID)
1/04/20 → 31/03/24
Project: Research
Research output
- 24 Article
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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
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Topology optimization of truss structures under failure probability using the Bernstein approximation
Canelas, A., Carrasco, M. & López, J., 1 Jun 2024, In: Computers and Structures. 296, p. 1-10 10 p., 107295.Research output: Contribution to journal › Article › peer-review
3 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, p. 1-9 9 p., 111022.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
The Cobb-Douglas Learning Machine
Maldonado, S., López, J. & Carrasco, M., Aug 2022, In: Pattern Recognition. 128, 108701.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
A Role for mir-26a in Stress: A Potential sEV Biomarker and Modulator of Excitatory Neurotransmission
Lafourcade, C. A., Fernández, A., Ramírez, J. P., Corvalán, K., Carrasco, M. Á., Iturriaga, A., Bátiz, L. F., Luarte, A. & Wyneken, U., 1 Jun 2020, In: Cells. 9, 6, 1365.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations