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Jahr: 2020
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  1. Joscha Grüger; Ralph Bergmann; Yavuz Kazik; Martin Kuhn

    Process Mining for Case Acquisition in Oncology: A Systematic Literature Review

    In: Proceedings of the "Lernen, Wissen, Daten, Analysen" (LWDA) 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB. GI-Workshop-Tage "Lernen, Wissen, Daten, Analysen" (LWDA-2020), located at Intelligent Future Days (IFD) 2020, September 9-11, Bonn/ St. Augustin (ONLINE), Germany, Pages 162-173, CEUR-WS.org, 2020.

  2. Lukas Malburg; Patrick Klein; Ralph Bergmann

    Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0

    In: Hervé Panetto; Kurosh Madani; Alexander V. Smirnov (Hrsg.). Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2020, Budapest, Hungary, November 2-4, 2020. International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL-2020), November 2-4, Budapest, Hungary, Pages 32-43, ISBN 978-989-758-476-3, SCITEPRESS. 2020.

  3. Patrick Klein; Niklas Weingarz; Ralph Bergmann

    Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance

    In: IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning. International Workshop on IoT, Edge, and Mobile for Embedded Machine Learning (ITEM-2020), located at ECML-PKDD 2020, September 14-18, Ghent, Belgium, Pages 1-16, Communications in Computer and Information Science, Vol. 1325, ISBN 978-3-030-66769-6, Springer International Publishing. 2020.

  4. Christian Zeyen; Ralph Bergmann

    A*-Based Similarity Assessment of Semantic Graphs

    In: Ian Watson; Rosina O. Weber (Hrsg.). Case-Based Reasoning Research and Development - 28th International Conference, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2020), June 8-12, Salamanca, Spain, Pages 17-32, Lecture Notes in Computer Science, Vol. 12311, Springer, 2020.

  5. Maximilian Hoffmann; Lukas Malburg; Patrick Klein; Ralph Bergmann

    Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning

    In: Ian Watson; Rosina O. Weber (Hrsg.). Case-Based Reasoning Research and Development - 28th International Conference, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2020), June 8-12, Salamanca, Spain, Pages 229-244, Lecture Notes in Computer Science, Vol. 12311, Springer, 2020.

  6. Erik Schake; Lisa Grumbach; Ralph Bergmann

    A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution

    In: Ian Watson; Rosina Weber (Hrsg.). Case-Based Reasoning Research and Development: 28th International Conference, Proceedings. International Conference on Case-Based Reasoning (ICCBR-2020), June 8-12, Salamanca, Spain, Lecture Notes in Artificial Intelligence (LNAI), Springer, 2020.

  7. Jessica Bielski; Christoph Langenhan; Babara Weyand; Markus Neuber; Viktor Eisenstadt; Klaus-Dieter Althoff

    Topological Queries and Analysis of School Buildings Based on Building Information Modeling (BIM) Using Parametric Design Tools and Visual Programming to Develop New Building Typologies

    In: Liss C. Werner; Dietmar Koering (Hrsg.). Proceedings of the 38th International Online Conference on Education and Research in Computer Aided Architectural Design in Europe - Anthropologic – Architecture and Fabrication in the cognitive age. Education and Research in Computer Aided Architectural Design in Europe (eCAADe-2020), September 16-17, Berlin, Germany, Pages 279-288, Vol. 2, FG Städtebau und nachhaltige Stadtentwicklung, 9/2020.

  8. Malte Ostendorff; Terry Ruas; Till Blume; Bela Gipp; Georg Rehm

    Aspect-based Document Similarity for Research Papers

    In: Proceedings of the 28th International Conference on Computational Linguistics. International Conference on Computational Linguistics (COLING-2020), December 8-13, Barcelona (ONLINE), Spain, International Committee on Computational Linguistics, 2020.

  9. Frederik Wiehr; Anke Hirsch; Florian Daiber; Antonio Krüger; Alisa Kovtunova; Stefan Borgwardt; Ernie Chang; Vera Demberg; Marcel Steinmetz; Hoffmann Jorg

    Safe Handover in Mixed-Initiative Control for Cyber-Physical Systems

    In: CHI 2020 Proceedings. ACM International Conference on Human Factors in Computing Systems (CHI-2020), April 25-30, Honolulu, Hawaii, USA, ACM, 2020.

  10. Christine Schäfer

    Evaluation of Transfer Learning Approaches for Cross-Lingual Question Answering

    Mastersthesis, Deutsches Forschungszentrum für Künstliche Intelligenz, 2020.

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