Heuristic-enabled active machine learning: A case study of predicting essential developmental stage and immune response genes in Drosophila melanogaster

• Olufemi Tony Aromolaran ,

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ola.oyelade@covenantuniversity.edu.ng (JO); olufemi.aromolaran@stu.edu.cu.ng (OTA)

  Affiliations Department of Computer & Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Ogun State, Nigeria

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• Itunu Isewon,

  Roles Formal analysis, Project administration, Writing – original draft, Writing – review & editing

  Affiliations Department of Computer & Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Ogun State, Nigeria

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• Eunice Adedeji,

  Roles Data curation, Validation, Writing – original draft, Writing – review & editing

  Affiliations Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Ogun State, Nigeria, Department of Biochemistry, Covenant University, Ota, Ogun State, Nigeria

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• Marcus Oswald,

  Roles Conceptualization, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

  Affiliations Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Am Klinikum, Jena, Germany, Institute of Infectious Diseases and Infection Control, Jena University Hospital, Am Klinikum, Jena, Germany

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• Ezekiel Adebiyi,

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

  Affiliations Department of Computer & Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Ogun State, Nigeria

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• Rainer Koenig,

  Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Integrated Research and Treatment Center, Center for Sepsis Control and Care (CSCC), Jena University Hospital, Am Klinikum, Jena, Germany, Institute of Infectious Diseases and Infection Control, Jena University Hospital, Am Klinikum, Jena, Germany

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• Jelili Oyelade

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: ola.oyelade@covenantuniversity.edu.ng (JO); olufemi.aromolaran@stu.edu.cu.ng (OTA)

  Affiliations Department of Computer & Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant University Bioinformatics Research (CUBRe), Covenant University, Ota, Ogun State, Nigeria

  https://orcid.org/0000-0002-5476-4992

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