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• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175

  Ashraf, Muhammad Inaam, Strotherm, Janine, Hermes, Luca, and Hammer, Barbara. “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, Inaam, Hermes, Luca, Artelt, André, and Hammer, Barbara. “Spatial Graph Convolution Neural Networks for Water Distribution Systems”. Advances in Intelligent Data Analysis XXI. 21st International Symposium on Intelligent Data Analysis, IDA 2023, Louvain-la-Neuve, Belgium, April 12–14, 2023, Proceedings. Ed. Bruno Crémilleux, Sibylle Hess, and Siegfried Nijssen. Cham: Springer Nature Switzerland, 2023. Lecture Notes in Computer Science. 29-41.

  PUB | DOI
   
• [5]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983455

  Liuliakov, Aleksei, Schulz, Alexander, Hermes, Luca, and Hammer, Barbara. “One-Class Intrusion Detection with Dynamic Graphs”. 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. Ed. Lazaros Iliadis, Antonios Papaleonidas, Plamen Angelov, and Chrisina Jayne. Cham: Springer Nature Switzerland, 2023. Lecture Notes in Computer Science. 537-549.

  PUB | DOI
   
• [4]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983406

  Stahlhofen, Paul, Artelt, André, Hermes, Luca, and Hammer, Barbara. “Adversarial Attacks on Leakage Detectors in Water Distribution Networks”. Advances in Computational Intelligence. 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19–21, 2023, Proceedings, Part II. Ed. Ignacio Rojas, Gonzalo Joya, and Andreu Catala. Cham: Springer Nature Switzerland, 2023. Lecture Notes in Computer Science. 451-463.

  PUB | DOI | Preprint
   
• [3]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979703

  Liuliakov, Aleksei, Hermes, Luca, and Hammer, Barbara. “AutoML technologies for the identification of sparse classification and outlier detection models”. Applied Soft Computing 133 (2023): 109942.

  PUB | DOI | WoS
   
• [2]
  

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

  Neun, Moritz, Eichenberger, Christian, Xin, Yanan, Fu, Cheng, Wiedemann, Nina, Martin, Henry, Tomko, Martin, Ambühl, Lukas, Hermes, Luca, and Kopp, Michael. “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, Luca, Hammer, Barbara, and Schilling, Malte. “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. . 2021. 111-116.

  PUB | arXiv