Opening book details…
Can I read A Survey of Kernels for Structured Data on EtoBox?
A Survey of Kernels for Structured Data by Thomas Gärtner is a Computer Science article available to read on EtoBox.
What is A Survey of Kernels for Structured Data about?
Kernel methods in general and support vector machines in particular have been successful in various learning tasks on data represented in a single table. Much 'real-world' data, however, is structured - it has no natural representation in a single table. Usually, to apply kernel methods to 'real-world' data, extensive pre-processing is performed to embed the data into areal vector space and thus in a single table. This survey describes several approaches of defining positive definite kernels on structured instances directly.
Who reads A Survey of Kernels for Structured Data?
It is typically read by researchers, students, and practitioners in Computer Science.
- Author
- Thomas Gärtner
- Publisher
- ACM
- Published
- 2003
- Language
- EN
- Field
- Computer Science (Physical Sciences)