13 Publikationen
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2025 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993297Modeling Higher-order Social Influence Using Multi-head Graph Attention AutoencoderPUB | DOI | Download (ext.) | WoS
Meydani E, Düsing C, Trier M (2025)
Information Systems. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2989137An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity and ValuePUB | Download (ext.)
Liedeker F, Düsing C, Nieveler M, Cimiano P (2024)
In: Late-breaking work. Demos and Doctoral Consortium colocated with The 2nd World Conference on eXplainable Artificial Intelligence, July 17-19, Valetta, Malta. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992430Integrating Federated Learning for Improved Counterfactual Explanations in Clinical Decision Support Systems for Sepsis TherapyPUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Düsing C, Cimiano P, Rehberg S, Scherer C, Kaup O, Köster C, Hellmich S, Herrmann D, Meier KL, Claßen S, Borgstedt R (2024)
Artificial Intelligence in Medicine. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2991794Leveraging Local Data Sampling Strategies to Improve Federated LearningPUB | DOI | Download (ext.) | WoS
Düsing C, Cimiano P, Paaßen B (2024)
International Journal of Data Science and Analytics. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986487Monitoring Concept Drift in Continuous Federated Learning PlatformsPUB | DOI | Download (ext.) | WoS
Düsing C, Cimiano P (2024)
In: International Symposium on Intelligent Data Analysis. Lecture Notes in Computer Science. . -
2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2991793Distribution-Controlled Client Selection to Improve Federated Learning StrategiesPUB
Düsing C, Cimiano P (Accepted)
In: Proceedings of the 2nd Workshop on Advancements in Federated Learning. -
2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988518Design of an Explainable Input Control for Cross-Company Federated LearningPUB | Download (ext.)
Düsing C, Röder M, Thiesse F, Cimiano P (2024)
In: ECIS 2024 Proceedings. -
2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989138Forecasting the Impact of Artificial Intelligence on the Labor Market Through Natural Language Processing of Job PostingPUB | DOI
Müller O, Düsing C (2024)
SSRN Electronic Journal. -
2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979412Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment PredictionPUB | DOI | Download (ext.) | WoS
Düsing C, Cimiano P (2023)
In: Artificial Intelligence in Medicine: 21st International Conference on Artificial Intelligence in Medicine. Lecture Notes in Computer Science . Springer Link. -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967988Towards predicting client benefit and contribution in federated learning from data imbalancePUB | DOI | Download (ext.)
Düsing C, Cimiano P (2022)
In: CoNEXT '22: Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies. Association for Computing Machinery (Ed); New York, NY, USA: ACM: 23-29. -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967989On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in HealthcarePUB | DOI | Download (ext.)
Düsing C, Cimiano P (2022)
In: Proceedings of 21st IEEE International Conference on Machine Learning and Applications. -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960377The “Black Box” of Social Commerce Platforms - A Closer Look at Users’ ActivitiesPUB | Download (ext.)
Meydani E, Düsing C, Fedrau A, Trier M (2022)
In: Proceedings of the 17th International Conference on Wirtschaftsinformatik. -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960371Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention MechanismPUB | Download (ext.)
Meydani E, Düsing C, Trier M (2021)
In: Proceedings of the 16th International Conference on Wirtschaftsinformatik.