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staff:kriege [2019-11-05 16:59]
Nils Kriege [Nils Kriege]
staff:kriege [2020-05-25 23:41] (current)
Nils Kriege [Nils Kriege]
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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 ====
 +
 +<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/​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/​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. JohanssonChristopher Morris ​\\ Applied Network ScienceMachine learning with graphs2019accepted 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 MutzelAlexander Nover \\ Journal of Graph Algorithms and Applications (JGAA)vol. 24, no. 3155-1702020.
  
-  * **[[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, ​2019accepted for publication.+  ​* **[[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, ​331505-1547, 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 ===
 
Last modified: 2019-11-05 16:59 by Nils Kriege
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