- Full Professor, Department of Informatics, FICH-UNL
- Principal Researcher, CONICET
Research Interests
- Machine learning
- Signal processing
- Pattern recognition
- Bioinformatics
- Hidden Markov models
- Neural networks
- Evolutionary computation
- Independent component analysis
- Speech recognition
- Time-frequency and Wavelet analysis
Teaching
Graduate courses in Computational Intelligence, Signals and Systems:
- Advanced signal analysis and processing
- Selected topics in machine learning
- Automatic speech recognition
Undergraduate courses in Engineering Informatics:
- Computational intelligence
- Digital signal processing
- Data mining for bioinformatics
Advisor of
- E. Marcelo Albornoz
- Diego Tomassi
- Enzo Ferrante
- Leandro Bugnon
- Matías Gerard
- Rodrigo Echeveste
- Mariela Uhrig
- Jonathan Raad
Latest Publicactions
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. 195
- Office number: 5
- E-mail: dmilone@sinc.unl.edu.ar
- @d1001