Nils M. Kriege

According to our database1, Nils M. Kriege authored at least 41 papers between 2009 and 2021.

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Bibliography

2021
Fixed-parameter algorithms for the weighted Max-Cut problem on embedded 1-planar graphs.
Theor. Comput. Sci., 2021

2020
Maximum Cut Parameterized by Crossing Number.
J. Graph Algorithms Appl., 2020

TUDataset: A collection of benchmark datasets for learning with graphs.
CoRR, 2020

Classifying Dissemination Processes in Temporal Graphs.
Big Data, 2020

A survey on graph kernels.
Appl. Netw. Sci., 2020

Temporal Graph Kernels for Classifying Dissemination Processes.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Deep Graph Matching Consensus.
Proceedings of the 8th International Conference on Learning Representations, 2020

2019
Chemical Similarity and Substructure Searches.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 2, 2019

A unifying view of explicit and implicit feature maps of graph kernels.
Data Min. Knowl. Discov., 2019

Computing Optimal Assignments in Linear Time for Graph Matching.
CoRR, 2019

A General Purpose Algorithm for Counting Simple Cycles and Simple Paths of Any Length.
Algorithmica, 2019

Protein Complex Similarity Based on Weisfeiler-Lehman Labeling.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

Computing Optimal Assignments in Linear Time for Approximate Graph Matching.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning.
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018
A note on block-and-bridge preserving maximum common subgraph algorithms for outerplanar graphs.
J. Graph Algorithms Appl., 2018

On maximum common subgraph problems in series-parallel graphs.
Eur. J. Comb., 2018

Recognizing Cuneiform Signs Using Graph Based Methods.
Proceedings of the International Workshop on Cost-Sensitive Learning, 2018

Largest Weight Common Subtree Embeddings with Distance Penalties.
Proceedings of the 43rd International Symposium on Mathematical Foundations of Computer Science, 2018

A Fixed-Parameter Algorithm for the Max-Cut Problem on Embedded 1-Planar Graphs.
Proceedings of the Combinatorial Algorithms - 29th International Workshop, 2018

A Property Testing Framework for the Theoretical Expressivity of Graph Kernels.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017
Scaffold Hunter: a comprehensive visual analytics framework for drug discovery.
J. Cheminformatics, 2017

A Unifying View of Explicit and Implicit Feature Maps for Structured Data: Systematic Studies of Graph Kernels.
CoRR, 2017

Finding Largest Common Substructures of Molecules in Quadratic Time.
Proceedings of the SOFSEM 2017: Theory and Practice of Computer Science, 2017

Recent Advances in Kernel-Based Graph Classification.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

2016
On Valid Optimal Assignment Kernels and Applications to Graph Classification.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Faster Algorithms for the Maximum Common Subtree Isomorphism Problem.
Proceedings of the 41st International Symposium on Mathematical Foundations of Computer Science, 2016

Faster Kernels for Graphs with Continuous Attributes via Hashing.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2014
Practical SAHN Clustering for Very Large Data Sets and Expensive Distance Metrics.
J. Graph Algorithms Appl., 2014

Scaffold hunter: visual analysis of biological activity data.
J. Cheminformatics, 2014

SAHN Clustering in Arbitrary Metric Spaces Using Heuristic Nearest Neighbor Search.
Proceedings of the Algorithms and Computation - 8th International Workshop, 2014

Finding Maximum Common Biconnected Subgraphs in Series-Parallel Graphs.
Proceedings of the Mathematical Foundations of Computer Science 2014, 2014

Enumeration of Maximum Common Subtree Isomorphisms with Polynomial-Delay.
Proceedings of the Algorithms and Computation - 25th International Symposium, 2014

Explicit Versus Implicit Graph Feature Maps: A Computational Phase Transition for Walk Kernels.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013
The Landscape Metaphor for Visualization of Molecular Similarities.
Proceedings of the Computer Vision, Imaging and Computer Graphics - Theory and Applications, 2013

MolMap - Visualizing Molecule Libraries as Topographic Maps.
Proceedings of the GRAPP & IVAPP 2013: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2013

2012
Scaffold Hunter: Facilitating Drug Discovery by Visual Analysis of Chemical Space.
Proceedings of the Computer Vision, Imaging and Computer Graphics. Theory and Application, 2012

Subgraph Matching Kernels for Attributed Graphs.
Proceedings of the 29th International Conference on Machine Learning, 2012

Scaffold Hunter - Visual Analysis of Chemical Compound Databases.
Proceedings of the GRAPP & IVAPP 2012: Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications, 2012

Designing q-Unique DNA Sequences with Integer Linear Programs and Euler Tours in De Bruijn Graphs.
Proceedings of the German Conference on Bioinformatics 2012, 2012

2011
CT-index: Fingerprint-based graph indexing combining cycles and trees.
Proceedings of the 27th International Conference on Data Engineering, 2011

2009
Scaffold Hunter - Interactive Exploration of Chemical Space.
Proceedings of the Graph Drawing, 17th International Symposium, 2009


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