- Independent Researcher, CONICET
- Assistant Professor, Department of Informatics, FICH-UNL
- Leader of the Bioinformatics Research Group: computer science and machine learning people who essentially make algorithms for the integration, fusion and analysis of biological data. We develop novel data mining algorithms and computing tools, as well as intelligent algorithms, for biological data fusion and integration, and for new knowledge discovery.
Research lines in bioinformatics:
- Gene function prediction – inference of GO annotations to genes
- Gene regulatory network reconstruction
- Metabolic engineering
- Pre-miRNA prediction algorithms from genome-wide data
- Data fusion and integration of biological sources
Research Interests
- Bioinformatics
- Machine learning
- Neural networks
- Data mining
- Clustering
Teaching
Courses in Engineering Informatics:
- Computational intelligence
- Artificial intelligence
- Data Mining for Bioinformatics
Advisor of
Coadvisor of
- Guillermo Leale
- Leandro Bugnon
- Matías Gerard
- Jonathan Raad
Latest Publicactions
Deep Learning for the discovery of new pre-miRNAs: helping the fight against COVID-19
- L. A. Bugnon
- J. Raad
- G. Merino
- C. Yones
- F. Ariel
- D. H. Milone
- G. Stegmayer
Machine Learning with Applications - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks
- C. Yones
- J. Raad
- L. A. Bugnon
- D. H. Milone
- G. Stegmayer
Computers in Biology and Medicine - 2021
Novel SARS-CoV-2 encoded small RNAs in the passage to humans
- G. Merino
- J. Raad
- L. A. Bugnon
- C. Yones
- L. Kamenetzky
- J. Claus
- F. Ariel
- D. H. Milone
- G. Stegmayer
Bioinformatics - 11 2020
HextractoR: an R package for automatic extraction of hairpins from genome-wide data
- C. Yones
- N. Macchiaroli
- L. Kamenetzky
- G. Stegmayer
- D. H. Milone
bioRxiv - 2020
Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning
- L. A. Bugnon
- C. Yones
- D. H. Milone
- G. Stegmayer
Oxford Briefings in Bioinformatics - 2020
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 193
- Office number: 3
- E-mail: gstegmayer@sinc.unl.edu.ar