Institut für Wirtschaftsinformatik

Seite 2 von 86.

1. Andreas Emrich; Oliver Gutermuth; Michael Frey; Peter Fettke; Peter Loos

   Towards a Model Factory Experimentation Environment for Cyber-Physical Twins

   In: Tung Bui (Hrsg.). Proceedings of the 57th Hawaiian International Conference on Systems Science. Hawaii International Conference on System Sciences (HICSS-57), January 3-6, University of Hawai'i, Manoa, HI, USA, 1/2024.

2. Kamala Aliyeva; Nijat Mehdiyev

   Uncertainty-aware multi-criteria decision analysis for evaluation of explainable artificial intelligence methods: A use case from the healthcare domain

   In: Information Sciences, Vol. 657, Page 119987, Elsevier, 1/2024.

3. Sayed Muddashir Hossain; Jan Alexandersson; Philipp Müller

   M3TCM: Multi-modal Multi-task Context Model for Utterance Classification in Motivational Interviews

   In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation. Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING-2024), ACL, 2024.

4. Nijat Mehdiyev; Maxim Majlatow; Peter Fettke

   Communicating Uncertainty in Machine Learning Explanations: A Visualization Analytics Approach for Predictive Process Monitoring

   In: Luca Longo; Sebastian Lapuschkin; Christin Seifert (Hrsg.). Explainable Artificial Intelligence, Second World Conference, xAI 2024, Valletta, Malta, July 17–19, 2024, Proceedings, Part III. xAI: World Conference on Explainable Artificial Intelligence (xAI-2024), July 17-19, Valletta, Malta, Pages 420-438, Communications in Computer and Information Science (CCIS), Vol. 2155, ISBN 978-3-031-63799-5, Springer, Cham, 2024.

5. Peter Pfeiffer; Peter Fettke

   Trace vs. Time: Entropy Analysis and Event Predictability of Traceless Event Sequencing

   In: Andrea Marrella; Manuel Resinas; Mieke Jans; Michael Rosemann (Hrsg.). Business Process Management Forum. Business Process Management (BPM-2024), Cham, Pages 72-89, ISBN 978-3-031-70418-5, Springer Nature Switzerland, 2024.

6. Michael Grohs; Peter Pfeiffer; Jana-Rebecca Rehse

   Proactive conformance checking: An approach for predicting deviations in business processes

   In: Information Systems (IS), Vol. 102461, Springer, 2024.

7. Jan Gronewald; Alexander Michael Rombach; Sebastian Stephan; Peter Fettke

   Anomaly Detection in General Ledger Data: Results from a Hybrid Approach

   1st International Conference on Auditing and Artificial Intelligence, 2024.

8. Szymon Siecinski; Esfandiar Mohammadi; Marcin Grzegorzek

   Estimation of indoor occupancy level based on machine learning and multimodal environmental data

   In: 2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON). IEEE Mediterranean Electrotechnical Conference (IEEE MELECON-2024), June 25-27, Porto, Portugal, Pages 868-872, IEEE Xplore, 2024.

9. Busra Sebin; Nazim Taskin; Nijat Mehdiyev

   Exploring the Intersection of Large Language Models (LLMs) and Explainable AI (XAI): A Systematic Literature Review (Research-in-Progress)

   In: Lech Janczewski; Galal H. Galal-Edeen; Barbara Krumay (Hrsg.). Proceedings of 2024 International Conference on Information Resources Management. International Conference on Information Resources Management (Conf-IRM-2024), May 26-28, Cairo, Egypt, ISBN 978-0-473-71035-4, AIS Electronic Library (AISeL), 2024.

10. Jana-Rebecca Rehse; Sander J. J. Leemans; Peter Fettke; Jan Martijn E. M. van der Werf

    On Process Discovery Experimentation: Addressing the Need for Research Methodology in Process Discovery

    In: ACM Transactions on Software Engineering and Methodology (TOSEM), Vol. 34, No. 1, Article No.: 3, Pages 1-29, Association for Computing Machinery, New York, 2024.

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