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| ==== Nils Kriege ==== | ==== Nils Kriege ==== | ||
| - | | Room: | 237 | | + | | Room: | 233 | |
| | Phone: | +49 231 755-7737 | | | Phone: | +49 231 755-7737 | | ||
| | Fax: | +49 231 755 7740 | | | Fax: | +49 231 755 7740 | | ||
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| == Lehrveranstaltung == | == Lehrveranstaltung == | ||
| * **Wintersemester 2019/20** | * **Wintersemester 2019/20** | ||
| + | * Vorlesung [[teaching:aud-ws2019|Algorithmen und Datenstrukturen]] | ||
| * Proseminar [[teaching:proseminar-ads-ws2019|Algorithmic Data Science]] | * Proseminar [[teaching:proseminar-ads-ws2019|Algorithmic Data Science]] | ||
| * [[teaching:praesentationskurs-ws2019|Präsentationstechniken für Proseminare]] | * [[teaching:praesentationskurs-ws2019|Präsentationstechniken für Proseminare]] | ||
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| == Betreute studentische Arbeiten == | == Betreute studentische Arbeiten == | ||
| + | * **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/1903.11835|A Survey on Graph Kernels]]** \\ Nils M. Kriege, Fredrik D. Johansson, Christopher Morris, ''arXiv:1903.11835''. | ||
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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''. | * **[[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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| === Journal Articles === | === Journal Articles === | ||
| - | * **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. | + | * **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. | ||
| * **[[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** \\ 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. | ||
| + | |||
| + | * **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, 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]]** \\ 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. |
| * **[[http://dx.doi.org/10.4230/LIPIcs.MFCS.2018.54|Largest Weight Common Subtree Embeddings with Distance Penalties]]** (Preprint [[https://arxiv.org/abs/1805.00821|arXiv:1805.00821]]) \\ Andre Droschinsky, Nils M. Kriege, Petra Mutzel \\ International Symposium on Mathematical Foundations of Computer Science (MFCS) 2018, 54:1-54:15. | * **[[http://dx.doi.org/10.4230/LIPIcs.MFCS.2018.54|Largest Weight Common Subtree Embeddings with Distance Penalties]]** (Preprint [[https://arxiv.org/abs/1805.00821|arXiv:1805.00821]]) \\ Andre Droschinsky, Nils M. Kriege, Petra Mutzel \\ International Symposium on Mathematical Foundations of Computer Science (MFCS) 2018, 54:1-54:15. | ||