Search Results - Weinzierl, Sven

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  1. 1
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    Deep learning for decision support in process analysis and monitoring: design, implementation and evaluation of accurate, explainable and effective techniques
    by Weinzierl, Sven

    Published 2024
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    Thesis/Dissertation Electronic eBook


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  2. 2
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    Event Log Contruction from Multimodal Data - A Reference Architecture for Exploiting Process Mining in IT Service Management
    by Matzner,  Martin, Weinzierl, Sven, Liessmann, Annina, Zilker, Sandra, Leimeister, Jan-Marco, Reinhard, Philipp, Li, Mahei Manhei

    Published 2025
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    Electronic eBook


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  3. 3
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    How Risky is my AI System? A Method for Transparent Classification of AI System Descriptions by Regulated AI Risk Categories
    by Weinzierl, Sven, Zilker, Sandra, Zschech, Patrick, Kraus,  Mathias, Matzner,  Martin

    Published 2024
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  4. 4
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    Transfer Learning for Predictive Process Monitoring
    by Liessmann, Annina, Wang, Weixin, Weinzierl, Sven, Zilker, Sandra, Matzner,  Martin

    Published 2024
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  5. 5
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    Towards automated business process redesign in runtime using generative machine learning
    by Harl, Maximilian Victor, Zilker, Sandra, Weinzierl, Sven

    Published 2024
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    Electronic eBook


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  6. 6
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    Best of Both Worlds: Combining Predictive Power with Interpretable and Explainable Results for Patient Pathway Prediction
    by Zilker, Sandra, Weinzierl, Sven, Zschech, Patrick, Kraus, Mathias, Matzner, Martin

    Published 2023
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    Electronic Conference Proceedings eBook


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  7. 7
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    Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques
    by Stierle, Matthias 1989-, Brunk, Jens Marten Lorenz 1990-, Weinzierl, Sven, Zilker, Sandra, Matzner, Martin 1982-, Becker, Jörg

    Published 2021
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    Electronic Conference Proceedings eBook


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  8. 8
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    Detecting Workarounds in Business Processes - A Deep Learning Method for Analyzing Event Logs
    by Weinzierl, Sven, Wolf, Verena, Pauli, Tobias, Beverungen, Daniel 1980-, Matzner, Martin 1982-

    Published 2020
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    Electronic Conference Proceedings eBook


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  9. 9
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    Text-Aware Predictive Process Monitoring with Contextualized Word Embeddings
    by Cabrera, Lena, Weinzierl, Sven, Zilker, Sandra, Matzner, Martin

    Published 2023
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  10. 10
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    A Method for Predicting Workarounds in Business Processes
    by Weinzierl, Sven, Bartelheimer, Christian, Zilker, Sandra, Beverungen, Daniel, Matzner, Martin

    Published 2022
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  11. 11
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    Predictive Business Process Deviation Monitoring
    by Weinzierl, Sven, Dunzer, Sebastian, Tenschert, Johannes, Zilker, Sandra, Matzner, Martin 1982-

    Published 2021
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  12. 12
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    Predictive Business Process Monitoring with Context Information from Documents
    by Weinzierl,, Sven, Revoredo, Kate, Matzner, Martin

    Published 2019
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    Electronic Conference Proceedings eBook


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