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staff:kriege [2019-03-19 08:53]
staff:kriege [2020-07-17 11:42]
Nils Kriege [Publications]
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 ==== Nils Kriege ==== ==== Nils Kriege ====
  
-| Room: | 237 |+<WRAP round 30% important>​ 
 +I have moved to the \\ 
 +[[https://​univie.ac.at|University of Vienna]] 
 +</​WRAP>​ 
 + 
 +| 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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 ===== Teaching (in German) ===== ===== Teaching (in German) =====
 == Lehrveranstaltung == == Lehrveranstaltung ==
 +  * **Wintersemester 2019/20**
 +    * Vorlesung [[teaching:​aud-ws2019|Algorithmen und Datenstrukturen]]
 +    * Proseminar [[teaching:​proseminar-ads-ws2019|Algorithmic Data Science]]
 +    * [[teaching:​praesentationskurs-ws2019|Präsentationstechniken für Proseminare]]
 +  * **Sommersemester 2019**
 +    * [[teaching:​dap2_ss19_praktikum|Programmierpraktikum]] zu [[http://​ls2-www.cs.tu-dortmund.de/​lehre/​sommer2019/​dap2/​|Datenstrukturen,​ Algorithmen und Programmierung 2]]
 +    * Proseminar [[staff:​mutzel:​prosemgraphalg|Graphalgorithmen]]
   * **Wintersemester 2018/19**   * **Wintersemester 2018/19**
     * Übung zu [[http://​ls4-www.cs.tu-dortmund.de/​cms/​de/​lehre/​2018_ws/​rvs/​index.html|Rechnernetze und verteilte Systeme]]     * Übung zu [[http://​ls4-www.cs.tu-dortmund.de/​cms/​de/​lehre/​2018_ws/​rvs/​index.html|Rechnernetze und verteilte Systeme]]
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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.
 +  * **Dmytro Semenchenko**:​ //​Approximating the Graph Edit Distance via Deep Learning//, Bachelorarbeit,​ 2019.
   * **Mohamad Reza Nirumand Alankesh**: //Extending SplineCNN by Structural Graph Features for Cheminformatics//,​ Bachelorarbeit,​ 2018.   * **Mohamad Reza Nirumand Alankesh**: //Extending SplineCNN by Structural Graph Features for Cheminformatics//,​ Bachelorarbeit,​ 2018.
   * **Robert Gehde**: //​Erweiterung von Pharmakophor-basierten Fingerprints mittels Randomisierung//,​ Bachelorarbeit,​ 2018.   * **Robert Gehde**: //​Erweiterung von Pharmakophor-basierten Fingerprints mittels Randomisierung//,​ Bachelorarbeit,​ 2018.
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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/​1901.10356|Computing Optimal Assignments in Linear Time for Graph Matching]]** \\ Nils M. Kriege, Pierre-Louis Giscard, Franka Bause, Richard C. Wilson, ''​arXiv:​1901.10356''​. 
  
-  * **[[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 ===
  
-  * **[[https://​doi.org/​10.7287/​peerj.preprints.26612v1|Protein Complex Similarity based on Weisfeiler-Lehman labeling]]** \\ Bianca KStöckerTill Schäfer, Petra Mutzel, Johannes Köster, Nils Kriege, Sven Rahmann ​\\ PeerJ Preprints, vol. 6e26612v12018.+  * **Classifying Dissemination Processes in Temporal Graphs**\\ Lutz Oettershagen,​ Nils MKriegeChristopher Morrisand Petra Mutzel \\ Big Data2020accepted for publication.
  
-  * **[[https://​arxiv.org/​abs/​1703.00676|A Unifying View of Explicit and Implicit Feature Maps for Structured DataSystematic Studies of Graph Kernels]]** \\ Nils M. Kriege, Marion Neumann, Christopher Morris, Kristian Kersting, Petra Mutzel, ​''​arXiv:​1703.00676''​.+  * **[[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), vol24, 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.
  
-=== Journal Articles === +  * **[[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,​ 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.
  
   * **[[http://​dx.doi.org/​10.7155/​jgaa.00480|A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs]]** (Preprint [[https://​arxiv.org/​abs/​1805.10754|arXiv:​1805.10754]]) \\ Nils M. Kriege, Andre Droschinsky,​ Petra Mutzel \\ Journal of Graph Algorithms and Applications (JGAA), vol. 22, no. 4, 607-616, 2018.   * **[[http://​dx.doi.org/​10.7155/​jgaa.00480|A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs]]** (Preprint [[https://​arxiv.org/​abs/​1805.10754|arXiv:​1805.10754]]) \\ Nils M. Kriege, Andre Droschinsky,​ Petra Mutzel \\ Journal of Graph Algorithms and Applications (JGAA), vol. 22, no. 4, 607-616, 2018.
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 === Refereed Conference Proceedings === === Refereed Conference Proceedings ===
-  * **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, accepted for publication.+  * **[[https://​grlplus.github.io/​papers/​79.pdf|TUDataset:​ A collection of benchmark datasets for learning with graphs]]** ([[https://​github.com/​chrsmrrs/​tudataset|Source code]]) \\ Christopher Morris, Nils M. Kriege, Franka Bause, Kristian Kersting, Petra Mutzel, Marion Neumann \\ ICML 2020 Workshop on Graph Representation Learning and Beyond (GRL+), 2020 
 + 
 +  * **[[https://​openreview.net/​forum?​id=HyeJf1HKvS|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. 
 + 
 +  * **[[https://​doi.org/​10.1137/​1.9781611976236.56|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://​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.
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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: 2020-07-20 10:01 by Nils Kriege
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