Publications in 2024
Briefings in Bioinformatics, Volume 25, Number 3 - 2024
Computers in Biology and Medicine, Volume 183, page 109234 - 2024
Briefings in Bioinformatics, Volume 25, Number 4 - 2024
Publications in 2023
Publications in 2022
Briefings in Bioinformatics - feb 2022
IEEE/ACM Transactions on Computational Biology and Bioinformatics, page 1--10 - 2022
Bioinformatics - aug 2022
Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches
Briefing in Bioinformatics - 2022
Transfer learning in proteins: evaluating novel protein learned representations for bioinformatics tasks
Briefings in Bioinformatics, Volume 23, Number 4 - 2022
Publications in 2021
Machine Learning with Applications, Volume 6 - 2021
High precision in microRNA prediction: a novel genome-wide approach with convolutional deep residual networks
Computers in Biology and Medicine, Volume 134 - 2021
Bioinformatics - 2021
Publications in 2020
Bioinformatics - 2020
Oxford Bioinformatics - 2020
Oxford Briefings in Bioinformatics - 2020
Bioinformatics - 11 2020
Publications in 2019
A2B2C 10th Meeting - 2019
A2B2C 10th Meeting - 2019
IEEE Transactions on Neural Networks and Learning Systems - 2019
Argentine Symposium on Data Science and Big Data, AGRANDA 2019, 48º JAIIO - 2019
Data in Brief (in press) - 2019
A2B2C 10th Meeting - 2019
XX Simposio Argentino de Inteligencia Artificial (ASAI). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa - 2019
MicroRNA prediction from genome-wide data with deep learning: a novel approach based on convolutional residual networks
A2B2C 10th Meeting - 2019
Publications in 2018
Clustermatch: discovering hidden relations in highly diverse kinds of qualitative and quantitative data without standardization
Bioinformatics - 2018
Extreme learning machines for reverse engineering of gene regulatory networks from expression time series
Bioinformatics, Volume 34, Number 7, page 1253--1260 - Apr 2018
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Volume 15, Number 1, page 168--180 - 2018
Scientific Reports, Volume 8, Number 1, page 16398 - 2018
Briefings in Bioinformatics - 2018
Publications in 2017
Springer New York, page 29--37 - 2017
Proceedings de XLIII CLEI - 46 JAIIO - 2017
Bioinformatics - 2017
IEEE/ACM Trans. on Comp. Biology and Bioinformatics, Number 6, page 1316--1326 - 2017
8vo. Congreso Argentino de Bioinformática y Biología Computacional (8CAB2C) - 2017 - 2017
microRNA analysis of Taenia crassiceps cysticerci under praziquantel treatment and genome-wide identification of Taenia solium miRNAs
Int. J. for Parasitology, Volume 47, Number 10--11, page 643--653 - 2017
Publications in 2016
4th ISCB-LA Bioinformatics Conference - 2016
Briefings in Bioinformatics., Volume 17, Number 1, page 180--183 - 2016
4th ISCB-LA Bioinformatics Conference - nov 2016
4th ISCB-LA Bioinformatics Conference, page 1--2 - 2016
4th ISCB-LA Bioinformatics Conference - 2016
Information Sciences - 2016
BioSystems, Volume 144, page 55--67 - 2016
XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática, page 136--138 - 2016
Extreme learning machines for discovering gene regulatory networks from temporal profiles of expression
4th ISCB-LA Bioinformatics Conference, page 1--2 - 2016
Genomics, Volume 107, Number 6, page 274--280 - 2016
XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática, page 128--130 - 2016
Expert Systems With Applications, Volume 64, page 549--556 - 2016
4th ISCB-LA Bioinformatics Conference - 2016
Novel microRNA discovery from genome-wide data: a computational pipeline with unsupervised machine learning
4th ISCB-LA Bioinformatics Conference - 2016
Publications in 2015
Argentine Symposium on Big Data, 44 JAIIO (Argentine Conference on Informatics) - 2015
Primer Simposio Argentino de Grandes Datos AGRANDA 2015, 44 JAIIO Jornadas Argentinas de Informática, page 41--42 - 2015
BioSystems, Number 134, page 43--47 - 2015
Metabolomics, Volume 11, Number 5, page 1416--1431 - oct 2015
IEEE IEEE/ACM Transactions on Computational Biology and Bioinformatics, Volume 12, Number 6, page 1365--1373 - 2015
BioSystems, Volume 138, page 1--5 - oct 2015
VI Argentinian Conference on Bioinformatics and Computational Biology - oct 2015
VI Argentinian Conference on Bioinformatics and Computational Biology - oct 2015
Publications in 2014
Revista Iberoamericana de Inteligencia Artificial, Volume 17, Number 53, page 46--56 - 2014
Revista Iberoamericana de Inteligencia Artificial, Volume 17, Number 53, page 79--89 - 2014
BMC Bioinformatics, Volume 15, Number 101 - 2014
Publications in 2013
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO - 2013
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO, page 121--132 - 2013
Computers in Biology and Medicine, Volume 43, Number 11, page 1704--1712 - nov 2013
Expert Systems With Applications, Volume 40, page 3512--3517 - 2013
Expert Systems With Applications, Volume 40, page 3841--3845 - 2013
Neural Computing & Applications, Volume 23, Number 6, page 1687--1701 - 2013
4to. Congreso Argentino de Bioinformática y Biología Computacional (4CAB2C) - 2013
4to. Congreso Argentino de Bioinformática y Biología Computacional (4CAB2C) - 2013
Argentine Symposium on Artificial Intelligence (ASAI 2013) - 42º JAIIO, page 24--35 - 2013
Publications in 2012
A biologically-inspired validity measure for comparison of clustering methods over metabolic datasets
IEEE ACM Transactions in Computational Biology and Bioinformatics, Volume 9, Number 3, page 706--716 - may 2012
Inteligencia Artificial, Volume 15, page 1--12 - 2012
IEEE Computational Intelligence Magazine, Volume 7, Number 4, page 22--34 - 2012
Knowledge Discovery through Ontology Matching: An Approach based on an Artificial Neural Network Model
Information Sciences, Volume 194, page 107--119 - 2012
3er. Congreso Argentino de Bioinformática y Biología Computacional (3CAB2C) - 2012 - 2012
Publications in 2010
*omeSOM: a software for integration, clustering and visualization of transcriptional and metabolite data mined from interspecific crosses of crop plants
BMC Bioinformatics, Volume 4, page 438--448 - 2010
IGI Global, page 287--314 - 2010
XI Argentine Symposium on Artificial Intelligence (ASAI 2010) - aug 2010
IEEE International Joint Conference on Neural Networks (IJCNN), page 1--7 - Jul 2010
1er Congreso Argentino de Bioinformática y Biología Computacional - may 2010
IEEE Latin America Transactions, Volume 8, page 486--492 - 2010
Master thesis from Facultad de Ingeniería y Ciencias Hídricas - Universidad Nacional del Litoral - 2010
Publications in 2009
Revista Iberoamericana de Inteligencia Artificial, Volume 13, Number 44, page 5--13 - 2009
X Argentine Symposium on Artificial Intelligence (ASAI 2009) - August 2009
International Conference on Computer Supported Education (CSEDU 2009), page 119--124 - March 2009
13th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems - 2009
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión
Revista Iberoamericana de Inteligencia Artificial, Volume 13, Number 44, page 56--66 - 2009
Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión
X Argentine Symposium on Artificial Intelligence (ASAI 2009), page 71--82 - August 2009
IEEE International Joint Conference on Neural Networks (IJCNN), page 2983--2989 - June 2009
Publications in 2005
PhD thesis from Politecnico di Torino - dec 2005