PUB - Publikationen an der Universität Bielefeld

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• [9]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2993852

  Noise Robust One-Class Intrusion Detection on Dynamic Graphs
  Liuliakov A, Schulz A, Hermes L, Hammer B (2024)
  In: ESANN 2024 proceedings. Louvain-la-Neuve (Belgium): Ciaco - i6doc.com: 363-368.

  PUB | DOI
   
• [8]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2992337

  A Water Futures Approach on Water Demand Forecasting with Online Ensemble Learning
  Zanutto D, Michalopoulos C, Chatzistefanou G-A, Vamvakeridou-Lyroudia L, Tsiami L, Glynis K, Samartzis P, Hermes L, Hinder F, Vaquet J, Vaquet V, et al. (2024)
  In: The 3rd International Joint Conference on Water Distribution Systems Analysis & Computing and Control for the Water Industry (WDSA/CCWI 2024). Basel Switzerland: MDPI: 60.

  PUB | PDF | DOI
   
• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2988175

  Physics-Informed Graph Neural Networks for Water Distribution Systems
  Ashraf MI, Strotherm J, Hermes L, Hammer B (2024)
  In: THIRTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOL 38 NO 20. Palo alto: Assoc Advancement Artificial Intelligence.

  PUB | WoS
   
• [6]
  

  2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979703

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

  PUB | DOI | WoS
   
• [5]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983455

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

  PUB | DOI
   
• [4]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984049

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

  PUB | DOI
   
• [3]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2983406

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

  PUB | DOI | Preprint
   
• [2]
  

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

  Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities
  Neun M, Eichenberger C, Xin Y, Fu C, Wiedemann N, Martin H, Tomko M, Ambühl L, Hermes L, Kopp M (2023)
  IEEE Transactions on Intelligent Transportation Systems .

  PUB | DOI | WoS
   
• [1]
  

  2021 | Konferenzbeitrag | PUB-ID: 2958664

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

  PUB | arXiv