<?xml version="1.0" encoding="utf-8"?>
<export-example>
  <doc>
    <id>3743</id>
    <completedYear/>
    <publishedYear>2023</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>8193</pageFirst>
    <pageLast>8218</pageLast>
    <pageNumber/>
    <edition/>
    <issue>5</issue>
    <volume>44</volume>
    <articleNumber/>
    <type>article</type>
    <publisherName>IOS Press</publisherName>
    <publisherPlace>Amsterdam</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Content-based image retrieval via transfer learning</title>
    <parentTitle language="eng">Journal of Intelligent &amp; Fuzzy Systems</parentTitle>
    <identifier type="issn">1875-8967</identifier>
    <enrichment key="THI_articleversion">published</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.3233/JIFS-223449</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <author>
      <first_name>Iqra Toheed</first_name>
      <last_name>Chughtai</last_name>
    </author>
    <author>
      <first_name>Asma</first_name>
      <last_name>Naseer</last_name>
    </author>
    <author>
      <first_name>Maria</first_name>
      <last_name>Tamoor</last_name>
    </author>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <author>
      <first_name>Mamoona</first_name>
      <last_name>Jabbar</last_name>
    </author>
    <author>
      <first_name>Rabia</first_name>
      <last_name>Shahid</last_name>
    </author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>CBIR</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>transfer learning</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>CNN</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>VGG-16</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>VGG-19</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>ResNet-50</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>EfficientNet</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>deep learning</value>
    </subject>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
  </doc>
  <doc>
    <id>5804</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>128</pageFirst>
    <pageLast>142</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
    <publisherPlace>Cham</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-04-04</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Layered Data-Centric AI to Streamline Data Quality Practices for Enhanced Automation</title>
    <parentTitle language="eng">Artificial Intelligence: Methodology, Systems, and Applications: 19th International Conference, AIMSA 2024, Varna, Bulgaria, September 18–20, 2024, Proceedings</parentTitle>
    <identifier type="isbn">978-3-031-81542-3</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">book-chapter</enrichment>
    <enrichment key="local_crossrefLicence">https://www.springernature.com/gp/researchers/text-and-data-mining</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,PublisherName,PublisherPlace,TitleMain_1,Language,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,IdentifierIsbn,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1007/978-3-031-81542-3_11</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_conferenceName">19th International Conference on Artificial Intelligence: Methodology, Systems, and Applications (AIMSA 2024), Varna (Bulgaria) &amp; online, 18.-20.09.2024</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Petia</first_name>
      <last_name>Koprinkova-Hristova</last_name>
    </editor>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Nikola</first_name>
      <last_name>Kasabov</last_name>
    </editor>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>5783</id>
    <completedYear/>
    <publishedYear>2024</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>4</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>IEEE</publisherName>
    <publisherPlace>Piscataway</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-03-31</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation</title>
    <parentTitle language="eng">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</parentTitle>
    <identifier type="isbn">979-8-3503-6123-0</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="opus_import_data">{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T02:01:25Z","timestamp":1740103285701,"version":"3.37.3"},"reference-count":11,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T00:00:00Z","timestamp":1725926400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T00:00:00Z","timestamp":1725926400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,10]]},"DOI":"10.1109\/etfa61755.2024.10711054","type":"proceedings-article","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T17:51:22Z","timestamp":1729101082000},"page":"1-4","source":"Crossref","is-referenced-by-count":0,"title":["Document Knowledge Graph to Enhance Question Answering with Retrieval Augmented Generation"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-1429-6992","authenticated-orcid":false,"given":"Simon","family":"Knollmeyer","sequence":"first","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-3961-1174","authenticated-orcid":false,"given":"Muhammad Uzair","family":"Akmal","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4845-6579","authenticated-orcid":false,"given":"Leonid","family":"Koval","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-1284-5635","authenticated-orcid":false,"given":"Saara","family":"Asif","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6549-0763","authenticated-orcid":false,"given":"Selvine G.","family":"Mathias","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7388-5757","authenticated-orcid":false,"given":"Daniel","family":"Gro\u03b2mann","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion Bavaria,Ingolstadt,Germany"}]}],"member":"263","reference":[{"journal-title":"arXiv preprint","article-title":"Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering","author":"Zhu","key":"ref1"},{"journal-title":"arXiv preprint","article-title":"Retrieval-Augmented Generation for Large Language Models: A Survey","author":"Gao","key":"ref2"},{"key":"ref3","first-page":"9459","article-title":"Retrieval- AugmentedGeneration for Knowledge-Intensive NLP Tasks","volume":"33","author":"Lewis","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IC3INA60834.2023.10285808"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.59287\/icaens.1127"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3352100"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i17.29889"},{"key":"ref8","first-page":"72","article-title":"Review of automatic and semi- automatic creation of knowledge graphs from structured and unstructured data","author":"Bytyci","year":"2023","journal-title":"RTA-CSIT"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3233\/SW-150177"},{"volume-title":"The Discourse Elements Ontology (DEO)","year":"2015","author":"Shotton","key":"ref10"},{"key":"ref11","article-title":"The Pattern Ontology: Describing documents by means of their structural components","volume-title":"Retrieved 12.04.2024","author":"Angelo","year":"2013"}],"event":{"name":"2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)","start":{"date-parts":[[2024,9,10]]},"location":"Padova, Italy","end":{"date-parts":[[2024,9,13]]}},"container-title":["2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10710336\/10710347\/10711054.pdf?arnumber=10711054","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T07:14:47Z","timestamp":1729149287000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10711054\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,10]]},"references-count":11,"URL":"https:\/\/doi.org\/10.1109\/etfa61755.2024.10711054","relation":{},"subject":[],"published":{"date-parts":[[2024,9,10]]}}}</enrichment>
    <enrichment key="local_crossrefDocumentType">proceedings-article</enrichment>
    <enrichment key="local_crossrefLicence">https://doi.org/10.15223/policy-029</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,Enrichmentconference_title,Enrichmentconference_place,PublisherName,TitleMain_1,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="conference_title">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</enrichment>
    <enrichment key="conference_place">Padova, Italy</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_conferenceName">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova (Italy), 10.-13.09.2024</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1109/ETFA61755.2024.10711054</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <editor>
      <first_name>Tullio</first_name>
      <last_name>Facchinetti</last_name>
    </editor>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Angelo</first_name>
      <last_name>Cenedese</last_name>
    </editor>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <editor>
      <first_name>Lucia</first_name>
      <last_name>Lo Bello</last_name>
    </editor>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Stefano</first_name>
      <last_name>Vitturi</last_name>
    </editor>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <editor>
      <first_name>Thilo</first_name>
      <last_name>Sauter</last_name>
    </editor>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <editor>
      <first_name>Federico</first_name>
      <last_name>Tramarin</last_name>
    </editor>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>5782</id>
    <completedYear/>
    <publishedYear>2024</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>8</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>IEEE</publisherName>
    <publisherPlace>Piscataway</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-03-31</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Supervised Anomaly Detection for Production Line Images using Data Augmentation and Convolutional Neural Network</title>
    <parentTitle language="eng">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</parentTitle>
    <identifier type="isbn">979-8-3503-6123-0</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">proceedings-article</enrichment>
    <enrichment key="local_crossrefLicence">https://doi.org/10.15223/policy-029</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,Enrichmentconference_title,Enrichmentconference_place,PublisherName,TitleMain_1,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="conference_title">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</enrichment>
    <enrichment key="conference_place">Padova, Italy</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1109/ETFA61755.2024.10710718</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_conferenceName">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), Padova (Italy), 10.-13.09.2024</enrichment>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Tullio</first_name>
      <last_name>Facchinetti</last_name>
    </editor>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Angelo</first_name>
      <last_name>Cenedese</last_name>
    </editor>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <editor>
      <first_name>Lucia</first_name>
      <last_name>Lo Bello</last_name>
    </editor>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <editor>
      <first_name>Stefano</first_name>
      <last_name>Vitturi</last_name>
    </editor>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <editor>
      <first_name>Thilo</first_name>
      <last_name>Sauter</last_name>
    </editor>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <editor>
      <first_name>Federico</first_name>
      <last_name>Tramarin</last_name>
    </editor>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>6365</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>272</pageFirst>
    <pageLast>278</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>IEEE</publisherName>
    <publisherPlace>Piscataway</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-11-11</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Optimizing AI-Driven Production in Industry 4.0: A Morphological Box and Taxonomy Approach</title>
    <parentTitle language="eng">2025 International Conference on Computer Technology Applications (ICCTA)</parentTitle>
    <identifier type="isbn">979-8-3315-1265-1</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="opus_import_data">{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T15:57:52Z","timestamp":1759334272827,"version":"build-2065373602"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T00:00:00Z","timestamp":1747785600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T00:00:00Z","timestamp":1747785600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,5,21]]},"DOI":"10.1109\/iccta65425.2025.11166106","type":"proceedings-article","created":{"date-parts":[[2025,9,23]],"date-time":"2025-09-23T17:24:27Z","timestamp":1758648267000},"page":"272-278","source":"Crossref","is-referenced-by-count":0,"title":["Optimizing AI-Driven Production in Industry 4.0: A Morphological Box and Taxonomy Approach"],"prefix":"10.1109","author":[{"given":"Leonid","family":"Koval","sequence":"first","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]},{"given":"Muhammad Uzair","family":"Akmal","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]},{"given":"Saara","family":"Asif","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]},{"given":"Selvine G.","family":"Mathias","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]},{"given":"Simon","family":"Knollmeyer","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]},{"given":"Daniel","family":"Grossmann","sequence":"additional","affiliation":[{"name":"Technische Hochschule Ingolstadt,AIMotion,Ingolstadt,Germany"}]}],"member":"263","reference":[{"article-title":"Big data","volume-title":"Website","year":"2024","key":"ref1"},{"journal-title":"Hands-on machine learning with Scikit-Learn, Keras, and TensorFlow: Concepts, tools, and techniques to build intelligent systems","year":"2019","author":"G\u00e9ron","key":"ref2"},{"key":"ref3","article-title":"Deep Learning mit Python und Keras","volume-title":"description based on publisher supplied metadata and other sources","author":"Chollet","year":"2018"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.12125"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553380"},{"key":"ref6","article-title":"mixup: Beyond empirical risk minimization","volume-title":"ArXiv","volume":"abs\/1710.09412","author":"Zhang","year":"2017"},{"key":"ref7","article-title":"Pervasive label errors in test sets destabilize machine learning benchmarks","volume":"abs\/2103.14749","author":"Northcutt","year":"2021"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA61755.2024.10711011"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1057\/ejis.2012.26"},{"issue":"4","key":"ref10","first-page":"130","volume-title":"Morphologische Forschung","author":"Zwicky","year":"1989"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43126-5_11"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-34985-0_1"},{"key":"ref13","first-page":"18","article-title":"Features of ai solutions and their use in ai context modeling","volume-title":"Modellierung 2022 Satellite Events","author":"Rittelmeyer","year":"2022"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CBI.2019.00025"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/MITP.2023.3322410"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3603709"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671795"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-022-00775-9"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-024-00857-8"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4324\/9780203115893"},{"article-title":"Keras","year":"2015","author":"Chollet","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-88113-9_37"}],"event":{"name":"2025 International Conference on Computer Technology Applications (ICCTA)","start":{"date-parts":[[2025,5,21]]},"location":"Vienna, Austria","end":{"date-parts":[[2025,5,23]]}},"container-title":["2025 International Conference on Computer Technology Applications (ICCTA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11165799\/11165845\/11166106.pdf?arnumber=11166106","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T15:14:08Z","timestamp":1759245248000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11166106\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,21]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/iccta65425.2025.11166106","relation":{},"subject":[],"published":{"date-parts":[[2025,5,21]]}}}</enrichment>
    <enrichment key="local_crossrefDocumentType">proceedings-article</enrichment>
    <enrichment key="local_crossrefLicence">https://doi.org/10.15223/policy-029</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,Enrichmentconference_title,Enrichmentconference_place,PublisherName,TitleMain_1,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="conference_title">2025 International Conference on Computer Technology Applications (ICCTA)</enrichment>
    <enrichment key="conference_place">Vienna, Austria</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1109/ICCTA65425.2025.11166106</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_conferenceName">11th International Conference on Computer Technology Applications (ICCTA 2025), Vienna (Austria), 21.-23.05.2025</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>5781</id>
    <completedYear/>
    <publishedYear>2024</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>8</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>IEEE</publisherName>
    <publisherPlace>Piscataway</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-03-31</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Addressing the complexity of AI Integration in Manufacturing: A Morphological Analysis</title>
    <parentTitle language="eng">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</parentTitle>
    <identifier type="isbn">979-8-3503-6123-0</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">proceedings-article</enrichment>
    <enrichment key="local_crossrefLicence">https://doi.org/10.15223/policy-029</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,Enrichmentconference_title,Enrichmentconference_place,PublisherName,TitleMain_1,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="conference_title">2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)</enrichment>
    <enrichment key="conference_place">Padova, Italy</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1109/ETFA61755.2024.10711011</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_conferenceName">29th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2024), Padova (Italy), 10.-13.09.2024</enrichment>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <editor>
      <first_name>Tullio</first_name>
      <last_name>Facchinetti</last_name>
    </editor>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Angelo</first_name>
      <last_name>Cenedese</last_name>
    </editor>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Lucia</first_name>
      <last_name>Lo Bello</last_name>
    </editor>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <editor>
      <first_name>Stefano</first_name>
      <last_name>Vitturi</last_name>
    </editor>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <editor>
      <first_name>Thilo</first_name>
      <last_name>Sauter</last_name>
    </editor>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <editor>
      <first_name>Federico</first_name>
      <last_name>Tramarin</last_name>
    </editor>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>5784</id>
    <completedYear/>
    <publishedYear>2024</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst/>
    <pageLast/>
    <pageNumber>9</pageNumber>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>IEEE</publisherName>
    <publisherPlace>Piscataway</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2025-03-31</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">A Conceptual Framework for Addressing Class Imbalance in Image Data: Challenges and Strategies</title>
    <parentTitle language="eng">2024 IEEE 12th International Conference on Intelligent Systems (IS): Proceedings</parentTitle>
    <identifier type="isbn">979-8-3503-5098-2</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">proceedings-article</enrichment>
    <enrichment key="local_crossrefLicence">https://doi.org/10.15223/policy-029</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,Enrichmentconference_title,Enrichmentconference_place,PublisherName,TitleMain_1,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="conference_title">2024 IEEE 12th International Conference on Intelligent Systems (IS)</enrichment>
    <enrichment key="conference_place">Varna, Bulgaria</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1109/IS61756.2024.10705251</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="THI_conferenceName">12th International Conference on Intelligent Systems (IS 2024),  Varna (Bulgaria), 29.-31.08.2024</enrichment>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Vassil</first_name>
      <last_name>Sgurev</last_name>
    </editor>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Vladimir</first_name>
      <last_name>Jotsov</last_name>
    </editor>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <editor>
      <first_name>Vincenzo</first_name>
      <last_name>Piuri</last_name>
    </editor>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <editor>
      <first_name>Luybka</first_name>
      <last_name>Doukovska</last_name>
    </editor>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <editor>
      <first_name>Radoslav</first_name>
      <last_name>Yoshinov</last_name>
    </editor>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>6615</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>99</pageFirst>
    <pageLast>111</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>Springer</publisherName>
    <publisherPlace>Cham</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2026-01-29</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Handling Anonymized Non-numerical Features in Data Using Transformations for Regression Models</title>
    <parentTitle language="eng">Artificial Intelligence Applications and Innovations: 21st IFIP WG 12.5 International Conference, AIAI 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part III</parentTitle>
    <identifier type="isbn">978-3-031-96231-8</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">book-chapter</enrichment>
    <enrichment key="local_crossrefLicence">https://www.springernature.com/gp/researchers/text-and-data-mining</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,PublisherName,PublisherPlace,TitleMain_1,Language,TitleParent_1,PageNumber,PageFirst,PageLast,CompletedYear,IdentifierIsbn,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_relatedIdentifier">https://doi.org/10.1007/978-3-031-96231-8_8</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_conferenceName">21st International Conference on Artificial Intelligence Applications and Innovations (AIAI 2025), Limassol (Cyprus) &amp; online, 26.-29.06.2025</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <editor>
      <first_name>Ilias</first_name>
      <last_name>Maglogiannis</last_name>
    </editor>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <editor>
      <first_name>Lazaros</first_name>
      <last_name>Iliadis</last_name>
    </editor>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <editor>
      <first_name>Andreas</first_name>
      <last_name>Andreou</last_name>
    </editor>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <editor>
      <first_name>Antonios</first_name>
      <last_name>Papaleonidas</last_name>
    </editor>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Grossmann</last_name>
    </author>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
  <doc>
    <id>6667</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>27</pageFirst>
    <pageLast>44</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume/>
    <articleNumber/>
    <type>conferenceobject</type>
    <publisherName>AIRCC</publisherName>
    <publisherPlace>[s. l.]</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>2026-02-12</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Humanizing AI: A Human-Centered Architecture to Developing Trustworthy Intelligent Systems</title>
    <parentTitle language="eng">CS &amp; IT Conference Proceedings</parentTitle>
    <identifier type="isbn">978-1-923107-57-1</identifier>
    <identifier type="url">https://www.csitcp.com/abstract/15/158csit03</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">posted-content/preprint</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PublisherName,TitleMain_1,CompletedYear</enrichment>
    <enrichment key="conference_title">6th International Conference on Natural Language Processing and Machine Learning (NLPML 2025)</enrichment>
    <enrichment key="conference_place">Copenhagen, Denmark</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="THI_openaccess">nein</enrichment>
    <enrichment key="THI_conferenceName">6th International Conference on Natural Language Processing and Machine Learning (NLPML 2025), Copenhagen (Denmark), 26.-27.04.2025</enrichment>
    <enrichment key="THI_review">peer-review</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <author>
      <first_name>Muhammad Uzair</first_name>
      <last_name>Akmal</last_name>
    </author>
    <author>
      <first_name>Selvine George</first_name>
      <last_name>Mathias</last_name>
    </author>
    <author>
      <first_name>Saara</first_name>
      <last_name>Asif</last_name>
    </author>
    <author>
      <first_name>Leonid</first_name>
      <last_name>Koval</last_name>
    </author>
    <author>
      <first_name>Simon</first_name>
      <last_name>Knollmeyer</last_name>
    </author>
    <author>
      <first_name>Daniel</first_name>
      <last_name>Großmann</last_name>
    </author>
    <collection role="institutes" number="19310">Fakultät Wirtschaftsingenieurwesen</collection>
    <collection role="institutes" number="19379">AImotion Bavaria</collection>
    <collection role="persons" number="26836">Großmann, Daniel</collection>
  </doc>
</export-example>
