2022

• Nils Finke, Ralf Möller: On the Construction of Symmetries and Retaining Lifted Representations in Dynamic Probabilistic Relational Models
  in: Advances in Science, Technology and Engineering Systems Journal, 2022, Vol.7, (2)
  

2021

• Finke, Nils, Möller, Ralf, Mohr, Marisa: Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models
  in: AI 2021: Advances in Artificial Intelligence, 2022, Long, Guodong, Yu, Xinghuo, Wang, Sen (Ed.), Springer International Publishing, p.543-555
  :

  @inproceedings{FiMoMoh21,
  author = {Nils Finke and Ralf M{\"o}ller and Marisa Mohr},
  	booktitle = {AI 2021: Advances in Artificial Intelligence},
  	editor = {Long, Guodong and Yu, Xinghuo and Wang, Sen},
  	isbn = {978-3-030-97546-3},
  	pages = {543--555},
  	publisher = {Springer International Publishing},
  	title = {Multivariate Ordinal Patterns for Symmetry Approximation in Dynamic Probabilistic Relational Models},
  	year = {2022},
  doi = {https://link.springer.com/chapter/10.1007/978-3-030-97546-3_44}
  }
  
  
  
  
  

• Nils Finke, Marisa Mohr: A Priori Approximation of Symmetries in Probabilistic Dynamic Relational Models
  in: KI 2021: Advances in Artificial Intelligence, 2021, Stefan Edelkamp, Ralf Möller, Elmar Rueckert (Ed.), Springer International Publishing, Cham, p.309-323
  
• Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller: Concept Drift Detection in Dynamic Probabilistic Relational Models
  in: The International FLAIRS Conference Proceedings, 2021, Vol.34
  
• Nils Finke, Tanya Braun, Marcel Gehrke, Ralf Möller: Dynamic Domain Sizes in Temporal Probabilistic Relational Models
  in: The International FLAIRS Conference Proceedings, 2021, Vol.34
  
• Nils Finke, Marisa Mohr, Alexander Lontke, Marwin Zünfle, Samuel Kounev, Ralf Möller: Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping
  in: Research Challenges in Information Science - 15th International Conference, RCIS 2021, 2021, Samira Cherfi, Anna Perini, Selmin Nurcan (Ed.), Springer International Publishing, Lecture Notes in Business Information Processing, Vol.415, p.189-204
  

2020

• Marisa Mohr, Nils Finke, Ralf Möller: On the Behaviour of Permutation Entropy on Fractional Brownian Motion in a Multivariate Setting
  in: Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2020 (APSIPA-ASC), 2020, IEEE, p.189-196
  
• Nils Finke, Marcel Gehrke, Tanya Braun, Tristan Potten, Ralf Möller: Investigating Matureness of Probabilistic Graphical Models for Dry-Bulk Shipping
  in: Proceedings of the 10th International Conference on Probabilistic Graphical Models, 2020, 23-25 Sep, Manfred Jaeger, Thomas Dyhre Nielsen volu (Ed.), PMLR, Proceedings of Machine Learning Research, p.197-208