A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework

DOI10.1007/978-3-319-58961-9_6zbMath1489.68181OpenAlexW2610822161WikidataQ60430798 ScholiaQ60430798MaRDI QIDQ5082143

Luca Rossi, Lu Bai, Edwin R. Hancock, Lixin Cui

Publication date: 15 June 2022

Published in: Graph-Based Representations in Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://eprints.whiterose.ac.uk/114048/1/paper_24.pdf

Mathematics Subject Classification ID

Graph theory (including graph drawing) in computer science (68R10)

Cites Work

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• Graph kernels from the Jensen-Shannon divergence
• Depth-based complexity traces of graphs
• Fast depth-based subgraph kernels for unattributed graphs
• A quantum Jensen-Shannon graph kernel for unattributed graphs
• Depth-based hypergraph complexity traces from directed line graphs
• Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence
• Graph Classification and Clustering Based on Vector Space Embedding
• A Comparison of Explicit and Implicit Graph Embedding Methods for Pattern Recognition

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