CV Lattes
ResearcherID
Google Scholar Citations
Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC) (Institutional affiliation from the last research proposal) Birthplace: Peru
Graduate in Electronic Engineering from UNSA. Completed postgraduate studies at the University of São Paulo, Brazil, earning a Masters degree in Electrical Engineering in 2007 and a Ph.D. in Science in 2012. Conducted postdoctoral research at the Institute of Mathematical and Computational Sciences of the University of São Paulo, Brazil, and at the Institute of Functional Genomics of the University of Regensburg, Germany. Since 2017, he has been a professor and principal researcher at the Artificial Intelligence Group (IA-PUCP) of the Pontifical Catholic University of Peru. Leads research projects in the field of Artificial Intelligence with applications across various domains, such as Financial Markets, Atmospheric Sciences, and Air Quality Monitoring and Prediction. (Source: Lattes Curriculum)
| News published in Agência FAPESP Newsletter about the researcher |
| More itemsLess items |
| TITULO |
| Articles published in other media outlets ( ): |
| More itemsLess items |
| VEICULO: TITULO (DATA) |
| VEICULO: TITULO (DATA) |
Machine learning has been successfully used in Bioinformatics. The use of gene-expression data to classify biological tissues into known categories has generated high expectations for improving the diagnosis, prognosis and treatment of severe diseases, like cancer. Nevertheless, building an accurate classifier for such purpose has proven to be a challenging task, given the very high dimen…
Predict whether or not a gene will respond to the intervention of another gene only from their freely observed expression profiles is of great value in medical research. However, this is a challenging task because the randomness of the biological systems, the elevated noise levels of the data collection technologies and the high dimensionality involved. In this project we propose to app…
| 1 / 1 | Completed scholarships in Brazil |
| 1 / 1 | Completed scholarships abroad |
| 2 / 2 | All Scholarships |
| Associated processes | |