<didl:DIDL xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:dip="urn:mpeg:mpeg21:2002:01-DIP-NS" xmlns:didl="urn:mpeg:mpeg21:2002:02-DIDL-NS" xmlns:dii="urn:mpeg:mpeg21:2002:01-DII-NS" DIDLDocumentId="https://khub.utp.edu.my/scholars/id/eprint/20628" xsi:schemaLocation="urn:mpeg:mpeg21:2002:02-DIDL-NS http://standards.iso.org/ittf/PubliclyAvailableStandards/MPEG-21_schema_files/did/didl.xsd urn:mpeg:mpeg21:2002:01-DII-NS http://standards.iso.org/ittf/PubliclyAvailableStandards/MPEG-21_schema_files/dii/dii.xsd urn:mpeg:mpeg21:2005:01-DIP-NS http://standards.iso.org/ittf/PubliclyAvailableStandards/MPEG-21_schema_files/dip/dip.xsd">
  <didl:Item>
    <didl:Descriptor>
      <didl:Statement mimeType="application/xml">
        <dii:Identifier>https://khub.utp.edu.my/scholars/id/eprint/20628</dii:Identifier>
      </didl:Statement>
    </didl:Descriptor>
    <didl:Descriptor>
      <didl:Statement mimeType="application/xml">
        <dcterms:modified>2026-07-21T06:28:31Z</dcterms:modified>
      </didl:Statement>
    </didl:Descriptor>
    <didl:Component>
      <didl:Resource mimeType="application/xml" ref="https://khub.utp.edu.my/scholars/cgi/export/eprint/20628/DIDL/scholars-eprint-20628.xml"/>
    </didl:Component>
    <didl:Item>
      <didl:Descriptor>
        <didl:Statement mimeType="application/xml">
          <dip:ObjectType>info:eu-repo/semantics/descriptiveMetadata</dip:ObjectType>
        </didl:Statement>
      </didl:Descriptor>
      <didl:Component>
        <didl:Resource mimeType="application/xml">
          <oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
        <dc:relation>https://khub.utp.edu.my/scholars/20628/</dc:relation>
        <dc:title>Sand Probability Estimation from Seismic Data Using Non-deterministic XGB</dc:title>
        <dc:creator>Hossain, Touhid Mohammad</dc:creator>
        <dc:creator>Hermana, Maman</dc:creator>
        <dc:creator>Olutoki, John Oluwadamilola</dc:creator>
        <dc:creator>Yerima, Abdulrasheed Ibrahim</dc:creator>
        <dc:creator>Babikir, Ismailalwali</dc:creator>
        <dc:publisher>Springer Science and Business Media Deutschland GmbH</dc:publisher>
        <dc:date>2026</dc:date>
        <dc:type>Article</dc:type>
        <dc:type>PeerReviewed</dc:type>
        <dc:identifier>  Hossain, Touhid Mohammad and Hermana, Maman and Olutoki, John Oluwadamilola and Yerima, Abdulrasheed Ibrahim and Babikir, Ismailalwali  (2026) Sand Probability Estimation from Seismic Data Using Non-deterministic XGB.  Lecture Notes in Civil Engineering, 728 LN.  309 - 318.  ISSN 23662557     </dc:identifier>
        <dc:relation>https://www.scopus.com/pages/publications/105023179841?origin=resultslist</dc:relation>
        <dc:relation>10.1007/978-981-95-0716-0₂₁</dc:relation>
        <dc:identifier>10.1007/978-981-95-0716-0₂₁</dc:identifier></oai_dc:dc>
        </didl:Resource>
      </didl:Component>
    </didl:Item>
    <didl:Item>
      <didl:Descriptor>
        <didl:Statement mimeType="application/xml">
          <dip:ObjectType>info:eu-repo/semantics/humanStartPage</dip:ObjectType>
        </didl:Statement>
      </didl:Descriptor>
      <didl:Component>
        <didl:Resource mimeType="application/html" ref="https://khub.utp.edu.my/scholars/20628/"/>
      </didl:Component>
    </didl:Item>
  </didl:Item>
</didl:DIDL>