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Papers matching “graph representation” 17

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Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

142

citations
Graph Neural Networks for Prediction of Fuel Ignition Quality
2020 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

Artur M. Schweidtmann, Jan G. Rittig, Andrea Anna König, Martin Grohe, Alexander Mitsos, Manuel Dahmen

1

citations
Efficient Time and Space Representation of Uncertain Event Data
2020 Algorithms article Business, Management and Accounting Business Process Modeling and Analysis Open access

Marco Pegoraro, Merih Seran Uysal, Wil M. P. van der Aalst

0

citations
SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

Yousef Heider, WaiChing Sun

129

citations
word2vec, node2vec, graph2vec, X2vec: Towards a Theory of Vector Embeddings of Structured Data
2020 ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Database Systems (PODS) conference-paper Computer Science Advanced Graph Neural Networks Open access cited by 2 patents

Martin Grohe

179

citations
Recognizing Proper Tree-Graphs
2020 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Graph Theory Research Open access

Steven Chaplick, Petr A. Golovach, Tim A. Hartmann, Dušan Knop

1

citations
SCHNEL: scalable clustering of high dimensional single-cell data
2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz

9

citations
SCHNEL: Scalable clustering of high dimensional single-cell data
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

Tamim Abdelaal, Paul de Raadt, Boudewijn P. F. Lelieveldt, Marcel J. T. Reinders, Ahmed Essam Mahfouz

2

citations
Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function
2020 Bioinformatics article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access cited by 2 patents

Amelia Villegas-Morcillo, Stavros Makrodimitris, Roeland C. H. J. van Ham, Angel Manuel Gomez, Marcel J. T. Reinders

137

citations
The Effects of Randomness on the Stability of Node Embeddings
2020 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Jan Bachmann, Florian Frantzen, +3 more

2

citations
A polynomial-time algorithm for user-based relocation in free-floating car sharing systems
2020 Transportation Research Part B Methodological article Engineering Transportation and Mobility Innovations Open access

Maximilian Schiffer, Gerhard Hiermann, Fabian Rüdel, Grit Walther

46

citations
Ein Konzept zur Kontextualisierung von Prozessdaten
2020 atp magazin article Business, Management and Accounting Business Process Modeling and Analysis

Christian von Trotha, Tobias Kleinert, Ulrich Epple

1

citations
Recognizing Proper Tree-Graphs
2020 DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) article Computer Science Advanced Graph Theory Research Open access

Steven Chaplick, Petr A. Golovach, Tim A. Hartmann, Dušan Knop

2

citations
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes
2020 IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings conference-paper Engineering 3D Shape Modeling and Analysis Open access

Jonas Schult, Francis Engelmann, Theodora Kontogianni, Bastian Leibe

83

citations
Datenintegration und Metadatenmanagement in Data Lakes
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Database Systems and Queries Open access

Rihan Hai

2

citations
Dilated Point Convolutions: On the Receptive Field Size of Point Convolutions on 3D Point Clouds
2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 5 patents

Francis Engelmann, Theodora Kontogianni, Bastian Leibe

112

citations
Competitive variants of discrete and continuous flows over time
2020 RWTH Publications (RWTH Aachen) dissertation Decision Sciences Game Theory and Applications Open access

Laura Vargas Koch

1

citations

17 results