Optimizing prediction accuracy in dynamic systems through neural network integration with Kalman and alpha-beta filters

• Junaid Khan ,

  Contributed equally to this work with: Junaid Khan, Umar Zaman

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft

  Affiliation Department of Environmental IT Engineering, Chungnam National University, Daejeon, South Korea

  https://orcid.org/0000-0002-2393-3132

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• Umar Zaman ,

  Contributed equally to this work with: Junaid Khan, Umar Zaman

  Roles Conceptualization, Software, Validation, Writing – review & editing

  Affiliation Department of Computer Engineering, Chungnam National University, Daejeon, South Korea

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• Eunkyu Lee,

  Roles Validation, Writing – review & editing

  Affiliations Department of Computer Engineering, Chungnam National University, Daejeon, South Korea, Autonomous Ship Research Center, Samsung Heavy Industries, Daejeon, South Korea

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• Awatef Salim Balobaid,

  Roles Methodology, Writing – review & editing

  Affiliation School of Computing and Communications, Lancaster University, Lancaster, WA, United Kingdom

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• R. Y. Aburasain,

  Roles Software, Writing – review & editing

  Affiliation School of Computing and Communications, Lancaster University, Lancaster, WA, United Kingdom

  https://orcid.org/0009-0003-5786-8011

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• Muhammad Bilal,

  Roles Supervision, Writing – review & editing

  Affiliation Department of Computer Science, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia

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• Kyungsup Kim

  Roles Conceptualization, Data curation, Funding acquisition, Investigation, Project administration, Resources, Supervision

  * E-mail: sclkim@cnu.ac.kr

  Affiliations Department of Environmental IT Engineering, Chungnam National University, Daejeon, South Korea, Department of Computer Engineering, Chungnam National University, Daejeon, South Korea

  https://orcid.org/0000-0002-0166-1439

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