Nils M. Kriege

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	All	Since 2016
Citations	854	759
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20122013201420152016201720182019202020219 13 20 43 29 75 92 207 311 41

Co-authors

Petra MutzelProfessorin für Informatik, Universität BonnVerified email at cs.uni-bonn.de
Christopher MorrisPostdoc, Polytechnique MontréalVerified email at christophermorris.info
Kristian KerstingProfessor of Artificial Intelligence and Machine Learning, hessian.ai, TU DarmstadtVerified email at cs.tu-darmstadt.de
Karsten KleinUniversity of Konstanz, GermanyVerified email at uni-konstanz.de
Marion NeumannWashington University in St. LouisVerified email at wustl.edu
Richard C WilsonDepartment of Computer Science, University of YorkVerified email at york.ac.uk
Pierre-Louis GiscardLecturer, Université du Littoral Côte d'OpaleVerified email at univ-littoral.fr
Andre DroschinskyTU Dortmund UniversityVerified email at tu-dortmund.de
Fredrik D. JohanssonAssistant Professor, Chalmers University of TechnologyVerified email at chalmers.se
Matthias FeyTU Dortmund UniversityVerified email at tu-dortmund.de
Jonathan MasciNNAISENSE SAVerified email at nnaisense.com
Jan Eric LenssenPhD Student, TU Dortmund UniversityVerified email at udo.edu
Sven RahmannGenome Informatics, University Hospital Essen, University of Duisburg-EssenVerified email at uni-due.de
Florian KurpiczTU DortmundVerified email at tu-dortmund.de
Christian SohlerProfessor for Algorithmic Data Analysis, University of CologneVerified email at uni-koeln.de
Anja ReyComputer Science, TU DortmundVerified email at hhu.de
Michael JüngerUniversity of CologneVerified email at informatik.uni-koeln.de
Martin GronemannPostdoctoral Reasearcher, University Osnabrück, GermanyVerified email at uni-osnabrueck.de
Johannes KösterUniversity of Duisburg-EssenVerified email at uni-due.de
Markus ChimaniProfessor for Theoretical Computer Science, Uni Osnabrück, GermanyVerified email at uni-osnabrueck.de

Nils M. Kriege

University of Vienna

Verified email at univie.ac.at - Homepage

Combinatorial Optimization Graph Algorithms Data Mining Machine Learning Visual Analytics


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Benchmark data sets for graph kernels K Kersting, NM Kriege, C Morris, P Mutzel, M Neumann http://graphkernels.cs.tu-dortmund. de, 2016	131*	2016
Subgraph matching kernels for attributed graphs N Kriege, P Mutzel International Conference on Machine Learning (ICML), 2012	126	2012
On valid optimal assignment kernels and applications to graph classification NM Kriege, PL Giscard, R Wilson Advances in Neural Information Processing Systems 29, 1623-1631, 2016	117	2016
A survey on graph kernels NM Kriege, FD Johansson, C Morris Applied Network Science 5 (1), 1-42, 2020	88	2020
CT-index: Fingerprint-based graph indexing combining cycles and trees K Klein, N Kriege, P Mutzel Data Engineering (ICDE), 2011 IEEE 27th International Conference on, 1115-1126, 2011	54	2011
Faster kernels for graphs with continuous attributes via hashing C Morris, NM Kriege, K Kersting, P Mutzel 2016 IEEE 16th International Conference on Data Mining (ICDM), 1095-1100, 2016	52	2016
Deep graph matching consensus M Fey, JE Lenssen, C Morris, J Masci, NM Kriege arXiv preprint arXiv:2001.09621, 2020	29	2020
Explicit versus implicit graph feature maps: A computational phase transition for walk kernels N Kriege, M Neumann, K Kersting, P Mutzel 2014 IEEE International Conference on Data Mining, 881-886, 2014	29	2014
Scaffold Hunter: a comprehensive visual analytics framework for drug discovery T Schäfer, N Kriege, L Humbeck, K Klein, O Koch, P Mutzel Journal of cheminformatics 9 (1), 1-18, 2017	26	2017
TUDataset: A collection of benchmark datasets for learning with graphs C Morris, NM Kriege, F Bause, K Kersting, P Mutzel, M Neumann arXiv preprint arXiv:2007.08663, 2020	22	2020
A unifying view of explicit and implicit feature maps of graph kernels NM Kriege, M Neumann, C Morris, K Kersting, P Mutzel Data Mining and Knowledge Discovery 33 (6), 1505-1547, 2019	20*	2019
Visual analysis of biological activity data with scaffold hunter K Klein, O Koch, N Kriege, P Mutzel, T Schäfer Molecular Informatics 32 (11‐12), 964-975, 2013	20	2013
A general purpose algorithm for counting simple cycles and simple paths of any length PL Giscard, N Kriege, RC Wilson Algorithmica 81 (7), 2716–2737, 2019	16	2019
A Property Testing Framework for the Theoretical Expressivity of Graph Kernels NM Kriege, C Morris, A Rey, C Sohler Proceedings of the Twenty-Seventh International Joint Conference on …, 2018	13	2018
Scaffold hunter: facilitating drug discovery by visual analysis of chemical space K Klein, N Kriege, P Mutzel Computer Vision, Imaging and Computer Graphics. Theory and Application, 176-192, 2013	13	2013
Recognizing cuneiform signs using graph based methods NM Kriege, M Fey, D Fisseler, P Mutzel, F Weichert International Workshop on Cost-Sensitive Learning, 31-44, 2018	9	2018
Faster Algorithms for the Maximum Common Subtree Isomorphism Problem A Droschinsky, NM Kriege, P Mutzel 41st International Symposium on Mathematical Foundations of Computer Science …, 2016	8	2016
Comparing Graphs: Algorithms & Applications NM Kriege TU Dortmund, 2015	8*	2015
Practical SAHN clustering for very large data sets and expensive distance metrics NKPMT Schäfer J Graph Algorithms Appl 18 (4), 577-602, 2014	8	2014
Enumeration of maximum common subtree isomorphisms with polynomial-delay A Droschinsky, B Heinemann, N Kriege, P Mutzel International Symposium on Algorithms and Computation, 81-93, 2014	7	2014

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