Nils M. Kriege

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Petra MutzelProfessorin für Informatik, Universität BonnPreverjeni e-poštni naslov na cs.uni-bonn.de
Christopher MorrisRWTH Aachen UniversityPreverjeni e-poštni naslov na cs.rwth-aachen.de
Franka BauseUniversity of ViennaPreverjeni e-poštni naslov na univie.ac.at
Kristian KerstingProfessor of AI & ML, TU Darmstadt, Co-Director hessian.ai, DFKI, Germany, CLAIRE & ELLISPreverjeni e-poštni naslov na cs.tu-darmstadt.de
Marion NeumannWashington University in St. LouisPreverjeni e-poštni naslov na wustl.edu
Karsten KleinUniversity of Konstanz, GermanyPreverjeni e-poštni naslov na uni-konstanz.de
Matthias FeyFounding Engineer @ kumo.aiPreverjeni e-poštni naslov na tu-dortmund.de
Richard C WilsonDepartment of Computer Science, University of YorkPreverjeni e-poštni naslov na york.ac.uk
Pierre-Louis GiscardLecturer, Université du Littoral Côte d'OpalePreverjeni e-poštni naslov na univ-littoral.fr
Andre DroschinskyTU Dortmund UniversityPreverjeni e-poštni naslov na tu-dortmund.de
Lutz OettershagenLecturer (Assistant Professor) at University of LiverpoolPreverjeni e-poštni naslov na liverpool.ac.uk
Fredrik D. JohanssonAssociate Professor, Chalmers University of TechnologyPreverjeni e-poštni naslov na chalmers.se
Jonathan MasciNNAISENSE SAPreverjeni e-poštni naslov na nnaisense.com
Jan Eric LenssenMax Planck Institute for Informatics, Kumo.aiPreverjeni e-poštni naslov na mpi-inf.mpg.de
Sven RahmannSaarland UniversityPreverjeni e-poštni naslov na cs.uni-saarland.de
Martin GroheProfessor of Computer Science, RWTH Aachen UniversityPreverjeni e-poštni naslov na informatik.rwth-aachen.de
Yaron LipmanWeizmann Institute, FAIR MetaPreverjeni e-poštni naslov na weizmann.ac.il
Bastian RieckProfessor, AIDOS Lab, University of FribourgPreverjeni e-poštni naslov na unifr.ch
Haggai MaronAssistant Professor at the Technion, Research Scientist at NVIDIA ResearchPreverjeni e-poštni naslov na technion.ac.il
Karsten BorgwardtDirector, Max Planck Institute of BiochemistryPreverjeni e-poštni naslov na biochem.mpg.de

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Nils M. Kriege

University of Vienna

Preverjeni e-poštni naslov na univie.ac.at - Domača stran

Combinatorial Optimization Graph Algorithms Data Mining Machine Learning Visual Analytics


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	816	2020
A survey on graph kernels NM Kriege, FD Johansson, C Morris Applied Network Science 5, 1-42, 2020	501	2020
Subgraph matching kernels for attributed graphs N Kriege, P Mutzel International Conference on Machine Learning (ICML), 2012	325	2012
Benchmark data sets for graph kernels K Kersting, NM Kriege, C Morris, P Mutzel, M Neumann http://graphkernels.cs.tu-dortmund. de, 2016	297	2016
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	248	2016
Deep graph matching consensus M Fey, JE Lenssen, C Morris, J Masci, NM Kriege International Conference on Learning Representations, ICLR 2020, 2020	242	2020
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	125	2016
Weisfeiler and Leman go Machine Learning: The Story so far C Morris, Y Lipman, H Maron, B Rieck, NM Kriege, M Grohe, M Fey, ... Journal of Machine Learning Research 24 (333), 1-59, 2023	119	2023
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	83	2011
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), 28, 2017	66	2017
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	39	2018
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	37*	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	37	2018
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	35	2019
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	34	2014
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs C Morris, M Fey, NM Kriege arXiv preprint arXiv:2105.05911, 2021	28	2021
Temporal Graph Kernels for Classifying Dissemination Processes L Oettershagen, NM Kriege, C Morris, P Mutzel Proceedings of the 2020 SIAM International Conference on Data Mining, 496-504, 2020	28	2020
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	25	2013
Temporal Walk Centrality: Ranking Nodes in Evolving Networks L Oettershagen, P Mutzel, NM Kriege Proceedings of the ACM Web Conference 2022, 1640-1650, 2022	20	2022
Chemical Similarity and Substructure Searches NM Kriege, L Humbeck, O Koch Elsevier, 2018	17	2018

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