9 Publikationen
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2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2989137Liedeker, Felix, Düsing, Christoph, Nieveler, Marcel, and Cimiano, Philipp. Accepted. “An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity”. In Late-breaking work, Demos and Doctoral Consortium, colocated with The 2nd World Conference on eXplainable Artificial Intelligence, July 17-19, Valetta, Malta.
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2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2988518Düsing, Christoph, Röder, Marco, Thiesse, Frédéric, and Cimiano, Philipp. Accepted. “Design of an Explainable Input Control for Cross-Company Federated Learning”. Presented at the 32nd European Conference on Information Systems, Paphos, Cyprus .
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2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986487Düsing, Christoph, and Cimiano, Philipp. 2024. “Monitoring Concept Drift in Continuous Federated Learning Platforms”. In International Symposium on Intelligent Data Analysis. Lecture Notes in Computer Science.
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2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979412Düsing, Christoph, and Cimiano, Philipp. 2023. “Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction”. In Artificial Intelligence in Medicine: 21st International Conference on Artificial Intelligence in Medicine. Lecture Notes in Computer Science . Springer Link.
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2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967989Düsing, Christoph, and Cimiano, Philipp. 2022. “On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare”. In Proceedings of 21st IEEE International Conference on Machine Learning and Applications.
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2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967988Düsing, Christoph, and Cimiano, Philipp. 2022. “Towards predicting client benefit and contribution in federated learning from data imbalance”. In CoNEXT '22: Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, ed. Association for Computing Machinery, 23-29. New York, NY, USA: ACM.
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2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960377Meydani, Elnaz, Düsing, Christoph, Fedrau, Annamaria, and Trier, Matthias. 2022. “The “Black Box” of Social Commerce Platforms - A Closer Look at Users’ Activities”. In Proceedings of the 17th International Conference on Wirtschaftsinformatik.
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2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960371Meydani, Elnaz, Düsing, Christoph, and Trier, Matthias. 2021. “Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism”. In Proceedings of the 16th International Conference on Wirtschaftsinformatik.