@InProceedings{KGV24,
  author       = "Kemmerer, I. and Gerard, M. and Vignolo, L. D.",
  title        = "Evaluación de modelos neuronales y estrategias de aumentación de datos para la identificación de trastornos del habla",
  booktitle    = "ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos",
  volume       = "10",
  year         = "2024",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2024/KGV24"
}
@InProceedings{HVG24,
  author       = "Hermann, T. and Vignolo, L. D. and Gerard, M.",
  title        = "Optimización de modelos neuronales para estimar similaridad entre compuestos mediante estrategias basadas en computación evolutiva",
  booktitle    = "ASAID – Simposio Argentino de Inteligencia Artificial y Ciencia de Datos ",
  volume       = "10",
  year         = "2024",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2024/HVG24"
}
@Article{BDGRPFCASM24,
  author       = "Bugnon, L. A. and Di Persia, L. and Gerard, M. and Raad, J. and Prochetto, S. and Fenoy, E. and Chorostecki, U. and Ariel, F. and Stegmayer, G. and Milone, D. H.",
  title        = "sincFold: end-to-end learning of short- and long-range interactions in RNA secondary structure",
  journal      = "Briefings in Bioinformatics",
  number       = "4",
  volume       = "25",
  year         = "2024",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2024/BDGRPFCASM24"
}
@InProceedings{BDG22b,
  author       = "Borzone, E. and Di Persia, L. and Gerard, M.",
  title        = "Comparison of neural network-based methods for similarity prediction in compounds with unknown structure",
  booktitle    = "XII Argentine Congress of Bioinformatics and Computational Biology (XII CAB2C)",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/BDG22b"
}
@InProceedings{BDG22,
  author       = "Borzone, E. and Di Persia, L. and Gerard, M.",
  title        = "Evaluación de un modelo neuronal para la estimación de similaridad entre compuestos a partir de representaciones one-hot",
  booktitle    = "23 Argentine Symposium on Artificial Intelligence (ASAI) - 51 Argentine Conference on Informatics and Operations Research (JAIIO)",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/BDG22"
}
@InProceedings{BDG22a,
  author       = "Borzone, E. and Di Persia, L. and Gerard, M.",
  title        = "Neural model-based similarity prediction for compounds with unknown structures",
  booktitle    = "Applied Informatics 5th International Conference, ICAI 2022",
  year         = "2022",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2022/BDG22a"
}
@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"
}
@Article{GC20,
  author       = "Gerard, M. and Comelli, R.N.",
  title        = "PhDSeeker: Pheromone-Directed Seeker for metabolic pathways",
  journal      = "BioSystems",
  volume       = "198",
  year         = "2020",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2020/GC20"
}
@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"
}
@MastersThesis{FMG19a,
  author       = "Fenoglio, Sebastíán and Martínez, C. E. and Gerard, M.",
  title        = "Diseño y desarrollo de una herramienta de segmentación automática de cromosomas (Undergraduate project)",
  school       = "Facultad de Ingeniería y Ciencias Hídricas - Universidad  Nacional del Litoral",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/FMG19a"
}
@InProceedings{GSM19,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Metabolic pathways synthesis based on ant colony optimization",
  booktitle    = "XX Simposio Argentino de Inteligencia Artificial (ASAI). 48  Jornadas Argentinas de Informática (JAIIO) - UNSa",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/GSM19"
}
@InProceedings{FMG19,
  author       = "Fenoglio, Sebastíán and Martínez, C. E. and Gerard, M.",
  title        = "Método integral de segmentación automática de cromosomas basado en Redes Neuronales Profundas",
  booktitle    = "Simposio Argentino de Imágenes y Visión (SAIV). 48 Jornadas Argentinas de Informática (JAIIO) - UNSa",
  year         = "2019",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2019/FMG19"
}
@InProceedings{VMG18a,
  author       = "Vizarri, Cristian and Martínez, C. E. and Gerard, M.",
  title        = "Herramienta de código abierto para la construcción automática de cariogramas",
  booktitle    = "IX Congreso Argentino de Informática y Salud (CAIS). 47 Jornadas Argentinas de Informática (JAIIO) - CABA",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/VMG18a"
}
@MastersThesis{VMG18,
  author       = "Vizarri, Cristian and Martínez, C. E. and Gerard, M.",
  title        = "Herramienta de código abierto para la construcción automática de cariogramas (Undergraduate project)",
  school       = "Facultad de Ingeniería y Ciencias Hídricas -Universidad Nacional del Litoral",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/VMG18"
}
@Article{GSM18,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Metabolic pathways synthesis based on ant colony optimization",
  journal      = "Scientific Reports",
  number       = "1",
  volume       = "8",
  pages        = "16398",
  year         = "2018",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2018/GSM18"
}
@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{VG17,
  author       = "Vignolo, L. D. and Gerard, M.",
  title        = "Evolutionary local improvement on genetic algorithms for feature selection",
  booktitle    = "Proceedings de XLIII CLEI - 46 JAIIO",
  series       = "Simposio latinoamericano de investigación de operaciones e inteligencia artificial (SLIOIA)",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/VG17"
}
@InProceedings{GSM17,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Metabolic pathways design guided by bioinspired metaheuristics",
  booktitle    = "8vo. Congreso Argentino de Bioinformática y Biología Computacional (8CAB2C) - 2017",
  year         = "2017",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2017/GSM17"
}
@InProceedings{GSM16b,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Bio-inspired metaheuristics for automatic synthesis of novel metabolic pathways",
  booktitle    = "4th ISCB-LA Bioinformatics Conference",
  pages        = "1--2",
  year         = "2016",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2016/GSM16b"
}
@Article{GSM16,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Evolutionary algorithm for metabolic pathways synthesis",
  journal      = "BioSystems",
  volume       = "144",
  pages        = "55--67",
  year         = "2016",
  note         = "InPress",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2016/GSM16"
}
@InProceedings{GSM16a,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Evolutionary algorithm for metabolic pathways synthesis",
  booktitle    = "XVII Simposio Argentino de Inteligencia Artificial - 45 Jornadas Argentinas de Informática",
  pages        = "136--138",
  year         = "2016",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2016/GSM16a"
}
@Article{GSM15,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "EvoMS: an evolutionary tool to find de novo metabolic pathways.",
  journal      = "BioSystems",
  number       = "134",
  pages        = "43--47",
  year         = "2015",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2015/GSM15"
}
@PhdThesis{Ger14,
  author       = "Gerard, M.",
  title        = "Desarrollo de algoritmos evolutivos para el descubrimiento de relaciones en datos metabólicos",
  school       = "Universidad Nacional del Litoral",
  year         = "2014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2014/Ger14"
}
@Article{GSM13,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "An evolutionary approach for searching metabolic pathways",
  journal      = "Computers in Biology and Medicine",
  number       = "11",
  volume       = "43",
  pages        = "1704--1712",
  month        = "nov",
  year         = "2013",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2013/GSM13"
}
@Article{GSM12,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Algoritmo evolutivo para la búsqueda de vías metabólicas",
  journal      = "Inteligencia Artificial",
  volume       = "15",
  pages        = "1--12",
  year         = "2012",
  note         = "Ed. AEPIA. Lugar: Madrid",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2012/GSM12"
}
@Article{SGM12,
  author       = "Stegmayer, G. and Gerard, M. and Milone, D. H.",
  title        = "Data mining over biological datasets: an integrated approach based on computational intelligence",
  journal      = "IEEE Computational Intelligence Magazine",
  number       = "4",
  volume       = "7",
  pages        = "22--34",
  year         = "2012",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2012/SGM12"
}
@InProceedings{GSM12a,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Metabolic pathfinding based on genetic algorithms",
  booktitle    = "3er. Congreso Argentino de Bioinformática y Biología Computacional (3CAB2C) - 2012",
  year         = "2012",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2012/GSM12a"
}
@InBook{MSGKLC10,
  author       = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.",
  title        = "Analysis and integration of biological data: a data mining approach using neural networks",
  booktitle    = "Knowledge Discovery Practices and Emerging Applications of Data Mining: Trends and New Domains",
  pages        = "287--314",
  year         = "2010",
  editor       = "A. V. Senthil Kumar",
  publisher    = "IGI Global",
  note         = "ISBN-13: 9781609600679, ISBN 1-60960-067-3, DOI: 10.4018/978-1-60960-067-9.ch014",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2010/MSGKLC10"
}
@InProceedings{GSM10,
  author       = "Gerard, M. and Stegmayer, G. and Milone, D. H.",
  title        = "Búsqueda evolutiva de vías metabólicas",
  booktitle    = "XI Argentine Symposium on Artificial Intelligence ({ASAI} 2010)",
  month        = "aug",
  year         = "2010",
  address      = "Buenos Aires, Argentina",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2010/GSM10"
}
@Article{MSGKLC09,
  author       = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.",
  title        = "Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión",
  journal      = "Revista Iberoamericana de Inteligencia Artificial",
  number       = "44",
  volume       = "13",
  pages        = "56--66",
  year         = "2009",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2009/MSGKLC09"
}
@InProceedings{MSGKLC09a,
  author       = "Milone, D. H. and Stegmayer, G. and Gerard, M. and Kamenetzky, L. and López, M. G. and Carrari, F.",
  title        = "Métodos de agrupamiento no supervisado para la integración de datos genómicos y metabólicos de múltiples líneas de introgresión",
  booktitle    = "X Argentine Symposium on Artificial Intelligence ({ASAI 2009})",
  pages        = "71--82",
  month        = "August",
  year         = "2009",
  address      = "Mar del Plata, Argentina",
  url          = "http://sinc.unl.loc/sinc/sinc-publications/2009/MSGKLC09a"
}