PUB - Publikationen an der Universität Bielefeld

Alle markieren

• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175

  Ashraf, M.I., Strotherm, J., Hermes, L., Hammer, B.: Physics-Informed Graph Neural Networks for Water Distribution Systems. Presented at the 38th Annual AAAI Conference on Artificial Intelligence 2024, Vancouver (2024).

  PUB
   
• [6]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984049

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

  PUB | DOI
   
• [5]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983455

  Liuliakov, A., Schulz, A., Hermes, L., Hammer, B.: One-Class Intrusion Detection with Dynamic Graphs. In: Iliadis, L., Papaleonidas, A., Angelov, P., and Jayne, C. (eds.) 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. Lecture Notes in Computer Science. p. 537-549. Springer Nature Switzerland, Cham (2023).

  PUB | DOI
   
• [4]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983406

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

  PUB | DOI | Preprint
   
• [3]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979703

  Liuliakov, A., Hermes, L., Hammer, B.: AutoML technologies for the identification of sparse classification and outlier detection models. Applied Soft Computing. 133, : 109942 (2023).

  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.: Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. IEEE Transactions on Intelligent Transportation Systems . (2023).

  PUB | DOI | WoS
   
• [1]
  

  2021 | Konferenzbeitrag | PUB-ID: 2958664

  Hermes, L., Hammer, B., Schilling, M.: 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. . p. 111-116. (2021).

  PUB | arXiv