Kernels for Structured Data
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Publication:3528031
DOI10.1142/6855zbMath1168.68039OpenAlexW4300177848MaRDI QIDQ3528031
Publication date: 2 October 2008
Published in: Series in Machine Perception and Artificial Intelligence (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1142/6855
kernel methodssupport vector machineskernel functionsstructured datamachine learning problemsdata kernels
Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Learning and adaptive systems in artificial intelligence (68T05) Data structures (68P05)
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Effective feature construction by maximum common subgraph sampling ⋮ Recent advances in graph-based pattern recognition with applications in document analysis ⋮ An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification ⋮ The graph matching problem ⋮ kLog: a language for logical and relational learning with kernels ⋮ A polynomial-time maximum common subgraph algorithm for outerplanar graphs and its application to chemoinformatics ⋮ Weighted partition consensus via kernels ⋮ New efficient algorithms for multiple change-point detection with reproducing kernels ⋮ Improving Graph Classification by Isomap
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