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• [4]
  

  2024 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2993852

  Liuliakov, Aleksei, Schulz, Alexander, Hermes, Luca, and Hammer, Barbara. “Noise Robust One-Class Intrusion Detection on Dynamic Graphs”. ESANN 2024 proceedings. Louvain-la-Neuve (Belgium): Ciaco - i6doc.com, 2024. 363-368.

  PUB | DOI
   
• [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 | 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.

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• [1]
  

  2021 | Sammelwerksbeitrag | Veröffentlicht | PUB-ID: 2982165

  Liuliakov, Aleksei, and Hammer, Barbara. “AutoML Technologies for the Identification of Sparse Models”. Intelligent Data Engineering and Automated Learning – IDEAL 2021. 22nd International Conference, IDEAL 2021, Manchester, UK, November 25–27, 2021, Proceedings. Ed. Hujun Yin, David Camacho, Peter Tino, Richard Allmendinger, Antonio J. Tallón-Ballesteros, Ke Tang, Sung-Bae Cho, Paulo Novais, and Susana Nascimento. Cham: Springer , 2021.Vol. 13113. Lecture Notes in Computer Science. 65-75.

  PUB | DOI