- Principal 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
- Jonathan Raad
- Leandro Bugnon
- Jonathan Raad
- Matías Gerard
Latest Publicactions
Transfer learning: The key to functionally annotate the protein universe
- L. A. Bugnon
- E. Fenoy
- A. Edera
- J. Raad
- G. Stegmayer
- D. H. Milone
Patterns - 2023
Transfer learning in proteins: evaluating novel protein learned representations for bioinformatics tasks
- E. Fenoy
- A. Edera
- G. Stegmayer
Briefings in Bioinformatics - 2022
Hierarchical deep learning for predicting GO annotations by integrating protein knowledge
- G. Merino
- R. Saidi
- D. H. Milone
- G. Stegmayer
- M. Martín
Bioinformatics - aug 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches
- L. A. Bugnon
- A. Edera
- S. Prochetto
- M. Gerard
- J. Raad
- E. Fenoy
- M. Rubiolo
- U. Chorostecki
- G. Gabaldon
- F. Ariel
- L. Di Persia
- D. H. Milone
- G. Stegmayer
Briefing in Bioinformatics - 2022
exp2GO: improving prediction of functions in the Gene Ontology with expression data
- L. Di Persia
- T. López
- A. A. Arce
- D. H. Milone
- G. Stegmayer
IEEE/ACM Transactions on Computational Biology and Bioinformatics - 2022
More Publications
Personal Contact
- Phone: +54 (342) 4575233/34, ext. 193
- Office number: 3
- E-mail: gstegmayer@sinc.unl.edu.ar