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• [9]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989138

  Müller O, Düsing C. Forecasting the Impact of Artificial Intelligence on the Labor Market Through Natural Language Processing of Job Posting. SSRN Electronic Journal. 2024.

  PUB | DOI
   
• [8]
  

  2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2989137

  Liedeker F, Düsing C, Nieveler M, Cimiano P. 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. Accepted.

  PUB
   
• [7]
  

  2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2988518

  Düsing C, Röder M, Thiesse F, Cimiano P. 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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• [6]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986487

  Düsing C, Cimiano P. Monitoring Concept Drift in Continuous Federated Learning Platforms. In: International Symposium on Intelligent Data Analysis. Lecture Notes in Computer Science. 2024.

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• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979412

  Düsing C, Cimiano P. 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; 2023.

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• [4]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967989

  Düsing C, Cimiano P. 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. 2022.

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• [3]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967988

  Düsing C, Cimiano P. Towards predicting client benefit and contribution in federated learning from data imbalance. In: Association for Computing Machinery, ed. CoNEXT '22: Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies. New York, NY, USA: ACM; 2022: 23-29.

  PUB | DOI | Download (ext.)
   
• [2]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960377

  Meydani E, Düsing C, Fedrau A, Trier M. The “Black Box” of Social Commerce Platforms - A Closer Look at Users’ Activities. In: Proceedings of the 17th International Conference on Wirtschaftsinformatik. 2022.

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• [1]
  

  2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960371

  Meydani E, Düsing C, Trier M. Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism. In: Proceedings of the 16th International Conference on Wirtschaftsinformatik. 2021.

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