PUB - Publikationen an der Universität Bielefeld

Alle markieren

• [8]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2993852

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

  PUB | DOI
   
• [7]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2992337

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

  PUB | PDF | DOI
   
• [6]
  

  2023 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2984049

  Ashraf, M.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 | 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
   
• [4]
  

  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
   
• [3]
  

  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
   
• [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