- 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
- Cristian Yones
- Guillermo Leale
- Matías Gerard
- Jonathan Raad
- Tadeo Rodriguez
Latest Publicactions
DL4papers: a deep learning approach for the automatic interpretation of scientific articles
- L. A. Bugnon
- C. Yones
- J. Raad
- M. Gerard
- M. Rubiolo
- G. Merino
- M. Pividori
- L. Di Persia
- D. H. Milone
- G. Stegmayer
Oxford Bioinformatics - 2020
Complexity measures of the mature miRNA for improving pre-miRNAs prediction
- J. Raad
- G. Stegmayer
- D. H. Milone
Bioinformatics - 2020
Metabolic pathways synthesis based on ant colony optimization
- M. Gerard
- G. Stegmayer
- D. H. Milone
XX Simposio Argentino de Inteligencia Artificial (ASAI). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
Deep neural architectures for highly imbalanced data in bioinformatics
- L. A. Bugnon
- C. Yones
- D. H. Milone
- G. Stegmayer
Argentine Symposium on Data Science and Big Data, AGRANDA 2019, 48º JAIIO - 2019
MicroRNA prediction from genome-wide data with deep learning: a novel approach based on convolutional residual networks
- C. Yones
- L. A. Bugnon
- J. Raad
- D. H. Milone
- G. Stegmayer
A2B2C 10th Meeting - 2019
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 193
- Office number: 3
- E-mail: gstegmayer@sinc.unl.edu.ar