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• [9]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989138

  Müller, Oliver, and Düsing, Christoph. “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, Felix, Düsing, Christoph, Nieveler, Marcel, and Cimiano, Philipp. “An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet-Spot of Explanation Complexity”. 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, Christoph, Röder, Marco, Thiesse, Frédéric, and Cimiano, Philipp. “Design of an Explainable Input Control for Cross-Company Federated Learning”. Presented at the 32nd European Conference on Information Systems, Paphos, Cyprus, Accepted.

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• [6]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986487

  Düsing, Christoph, and Cimiano, Philipp. “Monitoring Concept Drift in Continuous Federated Learning Platforms”. International Symposium on Intelligent Data Analysis. 2024. Lecture Notes in Computer Science.

  PUB | DOI | Download (ext.)
   
• [5]
  

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979412

  Düsing, Christoph, and Cimiano, Philipp. “Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction”. Artificial Intelligence in Medicine: 21st International Conference on Artificial Intelligence in Medicine. Springer Link, 2023. Lecture Notes in Computer Science .

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• [4]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967989

  Düsing, Christoph, and Cimiano, Philipp. “On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare”. Proceedings of 21st IEEE International Conference on Machine Learning and Applications. 2022.

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• [3]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967988

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

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• [2]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960377

  Meydani, Elnaz, Düsing, Christoph, Fedrau, Annamaria, and Trier, Matthias. “The “Black Box” of Social Commerce Platforms - A Closer Look at Users’ Activities”. Proceedings of the 17th International Conference on Wirtschaftsinformatik. 2022.

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• [1]
  

  2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960371

  Meydani, Elnaz, Düsing, Christoph, and Trier, Matthias. “Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism”. Proceedings of the 16th International Conference on Wirtschaftsinformatik. 2021.

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