Kai Klede

2024

• Abdelaal M., Yayak AB., Klede K., Schöning H.:
  ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines
  3rd International Workshop on Databases and Machine Learning (Utrecht, 13. May 2024 - 13. May 2024)
  Open Access: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
  URL: https://www.wis.ewi.tudelft.nl/assets/files/dbml2024/DBML24_paper_11.pdf
  BibTeX: Download
• Klede K., Altstidl TR., Zanca D., Eskofier B.:
  The Impact of Random Models on Standardized Clustering Similarity
  In: IEEE Access (2024)
  ISSN: 2169-3536
  DOI: 10.1109/ACCESS.2024.3507133
  URL: https://ieeexplore.ieee.org/document/10769363
  BibTeX: Download
• Schlieper P., Luft H., Klede K., Strohmeyer C., Eskofier B., Zanca D.:
  Enhancing unsupervised outlier model selection: A study on ireos algorithms
  In: ACM Transactions on Knowledge Discovery from Data 18 (2024), Article No.: 178
  ISSN: 1556-4681
  DOI: 10.1145/3653719
  BibTeX: Download
• Schrupp B., Klede K., Raab R., Eskofier B.:
  Simulation and Detection of Healthcare Fraud in German Inpatient Claims Data
  International Conference on Computational Science 2024
  In: Franco, L., de Mulatier, C., Paszynski, M., Krzhizhanovskaya, V.V., Dongarra, J.J., Sloot, P.M.A. (ed.): Computational Science -- ICCS 2024, Cham: 2024
  DOI: 10.1007/978-3-031-63772-8_22
  BibTeX: Download

2023

• Klede K., Altstidl TR., Zanca D., Eskofier B.:
  p-value Adjustment for Monotonous, Unbiased, and Fast Clustering Comparison
  Thirty-seventh Annual Conference on Neural Information Processing Systems (New Orleans, 10. December 2023 - 16. December 2023)
  In: A. Oh and T. Neumann and A. Globerson and K. Saenko and M. Hardt and S. Levine (ed.): Advances in Neural Information Processing Systems 36 2023
  Open Access: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
  URL: https://proceedings.neurips.cc/paper_files/paper/2023/file/563d94819f68cb73d6a382809e587b54-Paper-Conference.pdf
  BibTeX: Download
• Klede K., Schwinn L., Zanca D., Eskofier B.:
  FastAMI - A Monte Carlo Approach to the Adjustment for Chance in Clustering Comparison Metrics
  AAAI 2023 (Washington, D.C., 7. February 2023 - 14. February 2023)
  In: Proceedings of the AAAI Conference on Artificial Intelligence, 37(7) 2023
  DOI: 10.1609/aaai.v37i7.26003
  URL: https://ojs.aaai.org/index.php/AAAI/article/view/26003
  BibTeX: Download
• Zugarini A., Röthenbacher T., Klede K., Ernandes M., Eskofier B., Zanca D.:
  Die Rätselrevolution: Automated German Crossword Solving
  CLiC-it 2023 - Italian Conference on Computational Linguistics (Venice, 30. November 2023 - 2. December 2023)
  In: Federico Boschetti, Gianluca E. Lebani, Bernardo Magnini, Nicole Novielli (ed.): Proceedings of the 9th Italian Conference on Computational Linguistics 2023
  Open Access: https://ceur-ws.org/Vol-3596/paper54.pdf
  URL: https://ceur-ws.org/Vol-3596/paper54.pdf
  BibTeX: Download