@Article{BEPGRFRCGADMS22,
  author       = "Bugnon, L. A. and Edera, A. and Prochetto, S. and Gerard, M. and Raad, J. and Fenoy, E. and Rubiolo, M. and Chorostecki, U. and Gabaldon, G. and Ariel, F. and Di Persia, L. and Milone, D. H. and Stegmayer, G.",
  title        = "Secondary structure prediction of long noncoding RNA: review and experimental comparison of existing approaches",
  journal      = "Briefing in Bioinformatics",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/BEPGRFRCGADMS22"
}
@Article{BYRGRMPDMS20,
  author       = "Bugnon, L. A. and Yones, C. and Raad, J. and Gerard, M. and Rubiolo, M. and Merino, G. and Pividori, M. and Di Persia, L. and Milone, D. H. and Stegmayer, G.",
  title        = "DL4papers: a deep learning approach for the automatic interpretation of scientific articles",
  journal      = "Oxford Bioinformatics",
  year         = "2020",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2020/BYRGRMPDMS20"
}
@InProceedings{BYRGRMPDMS19,
  author       = "Bugnon, L. A. and Yones, C. and Raad, J. and Gerard, M. and Rubiolo, M. and Merino, G. and Pividori, M. and Di Persia, L. and Milone, D. H. and Stegmayer, G.",
  title        = "Deep learning for reading and interpreting biomedical papers",
  booktitle    = "A2B2C 10th Meeting",
  year         = "2019",
  address      = "Mendoza, Argentina",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/BYRGRMPDMS19"
}
@Article{RMS18,
  author       = "Rubiolo, M. and Milone, D. H. and Stegmayer, G.",
  title        = "Extreme learning machines for reverse engineering of gene regulatory networks from expression time series",
  journal      = "Bioinformatics",
  number       = "7",
  volume       = "34",
  pages        = "1253--1260",
  month        = "Apr",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/RMS18"
}
@Article{SDRGPYBRRM18,
  author       = "Stegmayer, G. and Di Persia, L. and Rubiolo, M. and Gerard, M. and Pividori, M. and Yones, C. and Bugnon, L. A. and Rodriguez, T. and Raad, J. and Milone, D. H.",
  title        = "Predicting novel microRNA: a comprehensive comparison of machine learning approaches",
  journal      = "Briefings in Bioinformatics",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/SDRGPYBRRM18"
}
@InProceedings{RMS16a,
  author       = "Rubiolo, M. and Milone, D. H. and Stegmayer, G.",
  title        = "Extreme learning machines for discovering gene regulatory networks from temporal profiles of expression",
  booktitle    = "4th ISCB-LA Bioinformatics Conference",
  pages        = "1--2",
  year         = "2016",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2016/RMS16a"
}
@InProceedings{RMS16,
  author       = "Rubiolo, M. and Milone, D. H. and Stegmayer, G.",
  title        = "Mining gene regulatory networks by neural modeling of expression timeseries",
  booktitle    = "XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática",
  pages        = "128--130",
  year         = "2016",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2016/RMS16"
}
@InProceedings{RMS15,
  author       = "Rubiolo, M. and Milone, D. H. and Stegmayer, G.",
  title        = "Discovering network relations in big time series with application to bioinformatics",
  booktitle    = "Primer Simposio Argentino de Grandes Datos AGRANDA 2015, 44 JAIIO Jornadas Argentinas de Informática",
  pages        = "41--42",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/RMS15"
}
@Article{RSM15,
  author       = "Rubiolo, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Mining gene regulatory networks by neural modeling of expression time-series",
  journal      = "IEEE IEEE/ACM Transactions on Computational Biology and Bioinformatics",
  number       = "6",
  volume       = "12",
  pages        = "1365--1373",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/RSM15"
}
@PhdThesis{Rub14,
  author       = "Rubiolo, M.",
  title        = "Desarrollo de nuevos modelos y algoritmos basados en redes neuronales para tareas de minería de datos",
  school       = "Universidad Tecnológica Nacional",
  month        = "mar",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/Rub14"
}
@Article{RSM13,
  author       = "Rubiolo, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Compressing arrays of classifiers using Volterra-Neural Network: application to face recognition",
  journal      = "Neural Computing & Applications",
  number       = "6",
  volume       = "23",
  pages        = "1687--1701",
  year         = "2013",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2013/RSM13"
}
@InProceedings{Rub12,
  author       = "Rubiolo, M.",
  title        = "Extended evaluation of the Volterra-Neural Network for model compression",
  booktitle    = "Simposio Argentino de Inteligencia Artificial - 42º JAIIO",
  year         = "2012",
  address      = "La Plata, Argentina",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2012/Rub12"
}
@Article{RCSCG12,
  author       = "Rubiolo, M. and Caliusco, M. L. and Stegmayer, G. and Coronel, M. and Gareli Fabrizi, M.",
  title        = "Knowledge Discovery through Ontology Matching: An Approach based on an Artificial Neural Network Model",
  journal      = "Information Sciences",
  volume       = "194",
  pages        = "107--119",
  year         = "2012",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2012/RCSCG12"
}
@InProceedings{RSM10,
  author       = "Rubiolo, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Compressing a Neural Network Classifier using a Volterra-Neural Network model",
  booktitle    = "IEEE International Joint Conference on Neural Networks ({IJCNN})",
  pages        = "1--7",
  month        = "Jul",
  year         = "2010",
  address      = "Barcelona, Spain",
  note         = "DOI 10.1109/IJCNN.2010.5596698",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2010/RSM10"
}
@Article{RSC10,
  author       = "Rubiolo, M. and Stegmayer, G. and Chiotti, O.",
  title        = "Neural Networks and Wireless Communications Modeling",
  journal      = "IEEE Latin America Transactions",
  volume       = "8",
  pages        = "486--492",
  year         = "2010",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2010/RSC10"
}
@InProceedings{RCSGC09,
  author       = "Rubiolo, M. and Caliusco, M. L. and Stegmayer, G. and Gareli Fabrizi, M. and Coronel, M.",
  title        = "Knowledge Source Discovery: An experience using Ontologies, WordNet and Artificial Neural Networks",
  booktitle    = "13th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems",
  year         = "2009",
  address      = "Santiago de Chile",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2009/RCSGC09"
}