PUB - Publikationen an der Universität Bielefeld

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• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175

  Ashraf, M.I., Strotherm, J., Hermes, L. & Hammer, B. (2024). Physics-Informed Graph Neural Networks for Water Distribution Systems. Gehalten auf der 38th Annual AAAI Conference on Artificial Intelligence 2024.

  PUB
   
• [6]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984049

  Ashraf, I., Hermes, L., Artelt, A. & Hammer, B. (2023). Spatial Graph Convolution Neural Networks for Water Distribution Systems (Lecture Notes in Computer Science). In B. Crémilleux, S. Hess & S. Nijssen (Hrsg.), Advances in Intelligent Data Analysis XXI. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings (S. 29-41). Cham: Springer Nature Switzerland. doi:10.1007/978-3-031-30047-9_3.

  PUB | DOI
   
• [5]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983455

  Liuliakov, A., Schulz, A., Hermes, L. & Hammer, B. (2023). One-Class Intrusion Detection with Dynamic Graphs (Lecture Notes in Computer Science). In L. Iliadis, A. Papaleonidas, P. Angelov & C. Jayne (Hrsg.), Artificial Neural Networks and Machine Learning – ICANN 2023. 32nd International Conference on Artificial Neural Networks, Heraklion, Crete, Greece, September 26–29, 2023, Proceedings, Part IV (S. 537-549). Cham: Springer Nature Switzerland. doi:10.1007/978-3-031-44216-2_44.

  PUB | DOI
   
• [4]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983406

  Stahlhofen, P., Artelt, A., Hermes, L. & Hammer, B. (2023). Adversarial Attacks on Leakage Detectors in Water Distribution Networks (Lecture Notes in Computer Science). In I. Rojas, G. Joya & A. Catala (Hrsg.), Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part II (S. 451-463). Cham: Springer Nature Switzerland. doi:10.1007/978-3-031-43078-7_37.

  PUB | DOI | Preprint
   
• [3]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979703

  Liuliakov, A., Hermes, L. & Hammer, B. (2023). AutoML technologies for the identification of sparse classification and outlier detection models. Applied Soft Computing, 133: 109942. Elsevier. doi:10.1016/j.asoc.2022.109942.

  PUB | DOI | WoS
   
• [2]
  

  2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2981972

  Neun, M., Eichenberger, C., Xin, Y., Fu, C., Wiedemann, N., Martin, H., Tomko, M., Ambühl, L., Hermes, L. & Kopp, M. (2023). Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. IEEE Transactions on Intelligent Transportation Systems . Institute of Electrical and Electronics Engineers . doi:10.1109/TITS.2023.3291737.

  PUB | DOI | WoS
   
• [1]
  

  2021 | Konferenzbeitrag | PUB-ID: 2958664

  Hermes, L., Hammer, B. & Schilling, M. (2021). Application of Graph Convolutions in a Lightweight Model for Skeletal Human Motion Forecasting. ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. (S. 111-116).

  PUB | arXiv