PUB - Publikationen an der Universität Bielefeld

Alle markieren

• [9]
  

  2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989138

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

  PUB | DOI
   
• [8]
  

  2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2989137

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

  PUB
   
• [7]
  

  2024 | Konferenzbeitrag | Angenommen | PUB-ID: 2988518

  Düsing C, Röder M, Thiesse F, Cimiano P (Accepted)
  Design of an Explainable Input Control for Cross-Company Federated Learning.
  Presented at the 32nd European Conference on Information Systems, Paphos, Cyprus.

  PUB
   
• [6]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2986487

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

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

  2023 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2979412

  Düsing C, Cimiano P (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.

  PUB | DOI | Download (ext.)
   
• [4]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967989

  Düsing C, Cimiano P (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. .

  PUB | DOI | Download (ext.)
   
• [3]
  

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2967988

  Düsing C, Cimiano P (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. Association for Computing Machinery (Ed); New York, NY, USA: ACM: 23-29.

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

  2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960377

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

  PUB | Download (ext.)
   
• [1]
  

  2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2960371

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

  PUB | Download (ext.)