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{{ http://ls11-www.cs.tu-dortmund.de/people/kriege/kriege.jpg}} | {{ http://ls11-www.cs.tu-dortmund.de/people/kriege/kriege.jpg}} | ||
==== Nils Kriege ==== | ==== Nils Kriege ==== | ||
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+ | <WRAP round 30% important> | ||
+ | I have moved to the \\ | ||
+ | [[https://univie.ac.at|University of Vienna]] | ||
+ | </WRAP> | ||
| Room: | 233 | | | Room: | 233 | | ||
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== Betreute studentische Arbeiten == | == Betreute studentische Arbeiten == | ||
+ | * **Martin Rentz**: //Adaptive Color Refinement for Learning Graph Features//, Masterarbeit, 2020. | ||
+ | * **Marvin Büsscher**: //Klassische und numerische Verfahren zur Lösung von Assignment-Problemen//, Masterarbeit, 2020. | ||
+ | * **Franka Bause**: //Efficient Approximate k-Nearest-Neighbor-Search In Large Graph Databases//, Masterarbeit, 2020. | ||
* **Frederik Stehli**: //Approximation des Optimal Assignment Kernels durch explizite Merkmalsvektoren//, Bachelorarbeit, 2019. | * **Frederik Stehli**: //Approximation des Optimal Assignment Kernels durch explizite Merkmalsvektoren//, Bachelorarbeit, 2019. | ||
* **Dmytro Semenchenko**: //Approximating the Graph Edit Distance via Deep Learning//, Bachelorarbeit, 2019. | * **Dmytro Semenchenko**: //Approximating the Graph Edit Distance via Deep Learning//, Bachelorarbeit, 2019. | ||
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=== Preprints === | === Preprints === | ||
- | * **[[https://arxiv.org/abs/1911.05496|Temporal Graph Kernels for Classifying Dissemination Processes]]** \\ Lutz Oettershagen, Nils M. Kriege, Christopher Morris, Petra Mutzel. ''arXiv:1911.05496''. | ||
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- | * **[[https://arxiv.org/abs/1903.06061|Maximum Cut Parameterized by Crossing Number]]** \\ Markus Chimani, Christine Dahn, Martina Juhnke-Kubitzke, Nils M. Kriege, Petra Mutzel, Alexander Nover, ''arXiv:1903.06061''. | ||
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* **[[https://arxiv.org/abs/1812.03074|Fixed-Parameter Algorithms for the Weighted Max-Cut Problem on Embedded 1-Planar Graphs]]** \\ Christine Dahn, Nils M. Kriege, Petra Mutzel, Julian Schilling, ''arXiv:1812.03074''. | * **[[https://arxiv.org/abs/1812.03074|Fixed-Parameter Algorithms for the Weighted Max-Cut Problem on Embedded 1-Planar Graphs]]** \\ Christine Dahn, Nils M. Kriege, Petra Mutzel, Julian Schilling, ''arXiv:1812.03074''. | ||
=== Journal Articles === | === Journal Articles === | ||
- | * **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. | ||
- | * **[[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. | + | * **Classifying Dissemination Processes in Temporal Graphs**\\ Lutz Oettershagen, Nils M. Kriege, Christopher Morris, and Petra Mutzel \\ Big Data, 2020, accepted for publication. |
+ | |||
+ | * **[[http://dx.doi.org/10.7155/jgaa.00523|Maximum Cut Parameterized by Crossing Number]]** (Preprint [[https://arxiv.org/abs/1903.06061|arXiv:1903.06061]]) \\ Markus Chimani, Christine Dahn, Martina Juhnke-Kubitzke, Nils M. Kriege, Petra Mutzel, Alexander Nover \\ Journal of Graph Algorithms and Applications (JGAA), vol. 24, no. 3, 155-170, 2020. | ||
+ | |||
+ | * **[[https://doi.org/10.1007/s41109-019-0195-3|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, 5:6, 2020. | ||
+ | |||
+ | * **[[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, 33, 1505-1547, 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. | * **[[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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=== Refereed Conference Proceedings === | === Refereed Conference Proceedings === | ||
- | * **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. | + | * **Deep Graph Matching Consensus** (Preprint [[https://arxiv.org/abs/2001.09621|arXiv:2001.09621]], [[https://github.com/rusty1s/deep-graph-matching-consensus|Source code]]) \\ Matthias Fey, Jan E. Lenssen, Christopher Morris, Jonathan Masci, Nils M. Kriege \\ International Conference on Learning Representations (ICLR) 2020, accepted for publication. |
+ | |||
+ | * **Temporal Graph Kernels for Classifying Dissemination Processes** (Preprint [[https://arxiv.org/abs/1911.05496|arXiv:1911.05496]])\\ Lutz Oettershagen, Nils M. Kriege, Christopher Morris, Petra Mutzel \\ SIAM International Conference on Data Mining (SDM) 2020, accepted for publication. | ||
+ | |||
+ | * **[[https://doi.org/10.1109/ICDM.2019.00045|Computing Optimal Assignments in Linear Time for Approximate Graph Matching]]** (Preprint [[https://arxiv.org/abs/1901.10356|arXiv:1901.10356]], [[https://github.com/nlskrg/linear_time_assignments_for_graph_matching|Source code]]) \\ Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson \\ International Conference on Data Mining (ICDM) 2019, 349-358. | ||
* **[[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://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. | ||
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* **[[http://dx.doi.org/10.5220/0003836806260635|Scaffold Hunter - Visual Analysis of Chemical Compound Databases]]** \\ Karsten Klein, Nils Kriege, Petra Mutzel \\ International Conference on Information Visualization Theory and Applications (IVAPP) 2012, 626-635, **Best Paper Award**. | * **[[http://dx.doi.org/10.5220/0003836806260635|Scaffold Hunter - Visual Analysis of Chemical Compound Databases]]** \\ Karsten Klein, Nils Kriege, Petra Mutzel \\ International Conference on Information Visualization Theory and Applications (IVAPP) 2012, 626-635, **Best Paper Award**. | ||
- | * **[[http://dx.doi.org/10.1109/ICDE.2011.5767909|CT-Index: Fingerprint-based Graph Indexing Combining Cycles and Trees]]** ([[https://ls11-www.cs.uni-dortmund.de/people/kriege/software/ctindex.zip|Software]])\\ Karsten Klein, Nils Kriege, Petra Mutzel \\ in: Proceedings of the 27th International Conference on Data Engineering (ICDE) 2011, Hannover, Germany, 1115-1126. | + | * **[[http://dx.doi.org/10.1109/ICDE.2011.5767909|CT-Index: Fingerprint-based Graph Indexing Combining Cycles and Trees]]** ([[https://ls11-www.cs.tu-dortmund.de/people/kriege/software/ctindex.zip|Software]])\\ Karsten Klein, Nils Kriege, Petra Mutzel \\ in: Proceedings of the 27th International Conference on Data Engineering (ICDE) 2011, Hannover, Germany, 1115-1126. |
=== Book Chapters === | === Book Chapters === |