Leandro Bugnon

  • Postdoctoral Scholarship, CONICET
  • Teaching Assistant, Department of Informatics, FICH-UNL

Research Interests

  • Affective computing
  • Machine learning
  • Biomedical signal processing
  • Data-mining in bionformatics

Advisor

Coadvisor

  • Rafael A. Calvo

Latest Publicactions

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

Deep learning for reading and interpreting biomedical papers
  • L. A. Bugnon
  • C. Yones
  • J. Raad
  • M. Gerard
  • M. Rubiolo
  • G. Merino
  • M. Pividori
  • L. Di Persia
  • D. H. Milone
  • G. Stegmayer

A2B2C 10th Meeting - 2019

Genome-wide hairpins datasets of animals and plants for novel miRNA prediction
  • L. A. Bugnon
  • C. Yones
  • J. Raad
  • D. H. Milone
  • G. Stegmayer

Data in Brief (in press) - 2019

Deep neural architectures for highly imbalanced data in bioinformatics
  • L. A. Bugnon
  • C. Yones
  • D. H. Milone
  • G. Stegmayer

IEEE Transactions on Neural Networks and Learning Systems - 2019

More Publications

Personal Contact

  • Phone: +54 (342) 4575233/34, ext. 190
  • Office number: 9
  • E-mail: l.bugnon@conicet.gov.ar