Genomic object detection: An improved approach for transposable elements detection and classification using convolutional neural networks

• Simon Orozco-Arias,

  Roles Conceptualization, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Computer Science, Universidad Autónoma de Manizales, Manizales, Colombia, Center for Technology Development Bioprocess and Agroindustry Plant, Department of Systems and Informatics, Universidad de Caldas, Manizales, Colombia

  https://orcid.org/0000-0001-5991-8770

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• Luis Humberto Lopez-Murillo,

  Roles Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, Universidad Autónoma de Manizales, Manizales, Colombia

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• Johan S. Piña,

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, Universidad Autónoma de Manizales, Manizales, Colombia

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• Estiven Valencia-Castrillon,

  Roles Data curation, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Computer Science, Universidad Autónoma de Manizales, Manizales, Colombia

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• Reinel Tabares-Soto,

  Roles Resources, Validation, Writing – original draft, Writing – review & editing

  Affiliations Center for Technology Development Bioprocess and Agroindustry Plant, Department of Systems and Informatics, Universidad de Caldas, Manizales, Colombia, Department of Electronics and Automation, Universidad Autónoma de Manizales, Manizales, Colombia

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• Luis Castillo-Ossa,

  Roles Project administration, Validation, Writing – original draft, Writing – review & editing

  Affiliation Center for Technology Development Bioprocess and Agroindustry Plant, Department of Systems and Informatics, Universidad de Caldas, Manizales, Colombia

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• Gustavo Isaza,

  Roles Funding acquisition, Project administration, Resources, Validation, Writing – original draft, Writing – review & editing

  Affiliation Center for Technology Development Bioprocess and Agroindustry Plant, Department of Systems and Informatics, Universidad de Caldas, Manizales, Colombia

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• Romain Guyot

  Roles Funding acquisition, Methodology, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: romain.guyot@ird.fr

  Affiliations Department of Electronics and Automation, Universidad Autónoma de Manizales, Manizales, Colombia, Institut de Recherche pour le Développement, CIRAD, Univ. Montpellier, Montpellier, France

  https://orcid.org/0000-0002-7016-7485

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