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<genre>conference paper</genre>

<titleInfo><title>Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous Driving</title></titleInfo>


<note type="publicationStatus">accepted</note>



<name type="personal">
  <namePart type="given">Nicole</namePart>
  <namePart type="family">Grieger</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">74818</identifier></name>
<name type="personal">
  <namePart type="given">Hasan</namePart>
  <namePart type="family">Okumus</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Sven</namePart>
  <namePart type="family">Burdorf</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Dennis</namePart>
  <namePart type="family">Kundisch</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">21117</identifier></name>







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  <namePart></namePart>
  <identifier type="local">276</identifier>
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<originInfo><dateIssued encoding="w3cdtf">2025</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>Proceedings of the MCIS 2025</title></titleInfo>
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<bibliographicCitation>
<apa>Grieger, N., Okumus, H., Burdorf, S., &amp;#38; Kundisch, D. (n.d.). Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous Driving. &lt;i&gt;Proceedings of the MCIS 2025&lt;/i&gt;.</apa>
<ieee>N. Grieger, H. Okumus, S. Burdorf, and D. Kundisch, “Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous Driving.”</ieee>
<chicago>Grieger, Nicole, Hasan Okumus, Sven Burdorf, and Dennis Kundisch. “Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-Based Architectures in the Context of Autonomous Driving.” In &lt;i&gt;Proceedings of the MCIS 2025&lt;/i&gt;, n.d.</chicago>
<short>N. Grieger, H. Okumus, S. Burdorf, D. Kundisch, in: Proceedings of the MCIS 2025, n.d.</short>
<mla>Grieger, Nicole, et al. “Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-Based Architectures in the Context of Autonomous Driving.” &lt;i&gt;Proceedings of the MCIS 2025&lt;/i&gt;.</mla>
<ama>Grieger N, Okumus H, Burdorf S, Kundisch D. Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous Driving. In: &lt;i&gt;Proceedings of the MCIS 2025&lt;/i&gt;.</ama>
<bibtex>@inproceedings{Grieger_Okumus_Burdorf_Kundisch, title={Traffic Scenario Detection – A Comparison of CNN-RNN and Transformer-based Architectures in the Context of Autonomous Driving}, booktitle={Proceedings of the MCIS 2025}, author={Grieger, Nicole and Okumus, Hasan and Burdorf, Sven and Kundisch, Dennis} }</bibtex>
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