Search Results - "Humm, Bernhard G"

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    Improving the Efficiency of Meta AutoML via Rule-Based Training Strategies by Zender, Alexander, Humm, Bernhard G., Pachmann, Tim

    “…Meta Automated Machine Learning (Meta AutoML) platforms support data scientists and domain experts by automating the ML model search. A Meta AutoML platform…”
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    Conference Proceeding
  3. 3

    Semantic AutoSuggest for Electronic Health Records by Beez, Ulrich, Humm, Bernhard G., Walsh, Paul

    “…In traditional Electronic Health Record (EHR) applications, medical information is provided in free text fields resulting in ambiguities in the use of medical…”
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    Conference Proceeding
  4. 4

    Flexible yet Efficient Management of Electronic Health Records by Humm, Bernhard G., Walsh, Paul

    “…This paper presents an approach for managing electronic health record (EHR) data in a flexible yet efficient way. The data model is based on the HL7 Reference…”
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    Conference Proceeding
  5. 5

    New directions for applied knowledge-based AI and machine learning: Selected results of the 2022 Dagstuhl Workshop on Applied Machine Intelligence by Humm, Bernhard G., Archer, Phil, Bense, Hermann, Bernier, Carolynn, Goetz, Christian, Hoppe, Thomas, Schumann, Fabienne, Siegel, Melanie, Wenning, Rigo, Zender, Alexander

    Published in Informatik-Spektrum (01-04-2023)
    “…In this article, selected new directions in knowledge-based artificial intelligence (AI) and machine learning (ML) are presented: ontology development…”
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    Journal Article
  6. 6

    New directions for applied knowledge-based AI and machine learning by Humm, Bernhard G, Archer, Phil, Bense Hermann, Bernier Carolynn, Goetz, Christian, Hoppe, Thomas, Schumann Fabienne, Siegel, Melanie, Rigo, Wenning, Zender, Alexander

    Published in Informatik-Spektrum (01-01-2023)
    “…In this article, selected new directions in knowledge-based artificial intelligence (AI) and machine learning (ML) are presented: ontology development…”
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    Journal Article
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    KI‑Systeme: Aktuelle Trends und Entwicklungen aus Perspektive der Technikfolgenabschätzung by Humm, Bernhard G., Lingner, Stephan, Schmidt, Jan C., Wendland, Karsten

    “…Künstliche Intelligenz (KI) ist – ebenso wie damit verknüpfte Techniken wie maschinelles Lernen und Big Data – in aller Munde. Die große Dynamik und Tragweite…”
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    Journal Article
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    KI-Systeme gestalten und erfahren: Konzepte, Werte, Anwendungen by Humm, Bernhard G., Lingner, Stephan, Schmidt, Jan C., Wendland, Karsten

    “…Künstliche Intelligenz (KI) ist derzeit in Wirtschaft, Gesellschaft und Wissenschaft präsent. Aufgabe der Technikfolgenabschätzung ist es, öffentliche…”
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    Journal Article
  10. 10

    KI-Systeme gestalten und erfahren by Bernhard G. Humm, Stephan Lingner, Jan C. Schmidt, Karsten Wendland

    “…Künstliche Intelligenz (KI) ist derzeit in Wirtschaft, Gesellschaft und Wissenschaft präsent. Aufgabe der Technikfolgenabschätzung ist es, öffentliche…”
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    Journal Article
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    KI‑Systeme by Bernhard G. Humm, Stephan Lingner, Jan C. Schmidt, Karsten Wendland

    “…Künstliche Intelligenz (KI) ist – ebenso wie damit verknüpfte Techniken wie maschinelles Lernen und Big Data – in aller Munde. Die große Dynamik und Tragweite…”
    Get full text
    Journal Article
  12. 12

    Successfully Improving the User Experience of an Artificial Intelligence System by Zender, Alexander, Humm, Bernhard G., Holzheuser, Anna

    “…An important aspect of Artificial Intelligence (AI) Systems is their User Experience (UX), which can impact the user's trust in the AI system. However, UX has…”
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    Conference Proceeding
  13. 13

    Machine intelligence today: applications, methodology, and technology by Humm, Bernhard G, Bense Hermann, Fuchs, Michael, Gernhardt Benjamin, Hemmje Matthias, Hoppe, Thomas, Kaupp Lukas, Lothary Sebastian, Schäfer Kai-Uwe, Thull Bernhard, Vogel, Tobias, Rigo, Wenning

    Published in Informatik-Spektrum (01-01-2021)
    “…Machine intelligence, a.k.a. artificial intelligence (AI) is one of the most prominent and relevant technologies today. It is in everyday use in the form of AI…”
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    Journal Article