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• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175

  Ashraf MI, 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.

  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, 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. Cham: Springer Nature Switzerland; 2023: 29-41.

  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, 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. Cham: Springer Nature Switzerland; 2023: 537-549.

  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, 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. Cham: Springer Nature Switzerland; 2023: 451-463.

  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. 2023;133: 109942.

  PUB | DOI | WoS
   
• [2]
  

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

  Neun M, Eichenberger C, Xin Y, et al. 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. In: ESANN 2021 proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. . 2021: 111-116.

  PUB | arXiv