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staff:kriege [2019-09-09 14:26]
Nils Kriege [Teaching (in German)]
staff:kriege [2019-10-03 13:32] (current)
Nils Kriege [Publications]
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   * **A Survey on Graph Kernels** (Preprint [[https://​arxiv.org/​abs/​1903.11835|arXiv:​1903.11835]]) \\ Nils M. Kriege, Fredrik D. Johansson, Christopher Morris \\ Applied Network Science, Machine learning with graphs, 2019, accepted for publication.   * **A Survey on Graph Kernels** (Preprint [[https://​arxiv.org/​abs/​1903.11835|arXiv:​1903.11835]]) \\ Nils M. Kriege, Fredrik D. Johansson, Christopher Morris \\ Applied Network Science, Machine learning with graphs, 2019, accepted for publication.
  
-  * **A unifying view of explicit and implicit feature maps of graph kernels** (Preprint [[https://​arxiv.org/​abs/​1703.00676|arXiv:​1703.00676]]) \\ Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel \\ Data Mining and Knowledge Discovery, 2019, accepted for publication.+  * **[[https://​doi.org/​10.1007/​s10618-019-00652-0|A unifying view of explicit and implicit feature maps of graph kernels]]** (Preprint [[https://​arxiv.org/​abs/​1703.00676|arXiv:​1703.00676]]) \\ Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel \\ Data Mining and Knowledge Discovery, 2019, accepted for publication.
  
   * **[[https://​doi.org/​10.1007/​s00453-019-00552-1|A general purpose algorithm for counting simple cycles and simple paths of any length]]** (Preprint [[https://​arxiv.org/​abs/​1612.05531|arXiv:​1612.05531]]) \\ Pierre-Louis Giscard, Nils Kriege, Richard C. Wilson \\ Algorithmica,​ vol. 81, no. 7, 2716-2737, 2019.   * **[[https://​doi.org/​10.1007/​s00453-019-00552-1|A general purpose algorithm for counting simple cycles and simple paths of any length]]** (Preprint [[https://​arxiv.org/​abs/​1612.05531|arXiv:​1612.05531]]) \\ Pierre-Louis Giscard, Nils Kriege, Richard C. Wilson \\ Algorithmica,​ vol. 81, no. 7, 2716-2737, 2019.
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   * **Computing Optimal Assignments in Linear Time for Approximate Graph Matching** (Preprint [[https://​arxiv.org/​abs/​1901.10356|arXiv:​1901.10356]]) \\ Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson \\ International Conference on Data Mining (ICDM) 2019, accepted for publication.   * **Computing Optimal Assignments in Linear Time for Approximate Graph Matching** (Preprint [[https://​arxiv.org/​abs/​1901.10356|arXiv:​1901.10356]]) \\ Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson \\ International Conference on Data Mining (ICDM) 2019, accepted for publication.
  
-  * **Protein Complex Similarity based on Weisfeiler-Lehman labeling** ([[https://​doi.org/​10.7287/​peerj.preprints.26612v1|PeerJ Preprints, vol. 6, e26612v1]]) \\ Bianca K. Stöcker, Till Schäfer, Petra Mutzel, Johannes Köster, Nils Kriege, Sven Rahmann \\ International Conference on Similarity Search and Applications (SISAP) 2019, accepted for publication.+  * **[[https://​doi.org/​10.1007/​978-3-030-32047-8_27|Protein Complex Similarity based on Weisfeiler-Lehman labeling]]** ([[https://​doi.org/​10.7287/​peerj.preprints.26612v1|PeerJ Preprints, vol. 6, e26612v1]]) \\ Bianca K. Stöcker, Till Schäfer, Petra Mutzel, Johannes Köster, Nils Kriege, Sven Rahmann \\ International Conference on Similarity Search and Applications (SISAP) 2019, 308-322.
  
   * **[[https://​www.elen.ucl.ac.be/​Proceedings/​esann/​esannpdf/​es2019-60.pdf|Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning]]** (Preprint [[https://​arxiv.org/​abs/​1908.06661|arXiv:​1908.06661]]) \\ Nils M. Kriege \\ European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2019.   * **[[https://​www.elen.ucl.ac.be/​Proceedings/​esann/​esannpdf/​es2019-60.pdf|Deep Weisfeiler-Lehman Assignment Kernels via Multiple Kernel Learning]]** (Preprint [[https://​arxiv.org/​abs/​1908.06661|arXiv:​1908.06661]]) \\ Nils M. Kriege \\ European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2019.
 
Last modified: 2019-09-09 14:26 by Nils Kriege
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