PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Blaz Fortuna
In: SIKDD 2004 at multiconference IS 2004, 12-15 Oct 2004, Ljubljana, Slovenia.


This paper provides an overview of string kernels. String kernels compare text documents by the substrings they contain. Because of high computational complexity, methods for approximating string kernels are shown. Several extensions for string kernels are also presented. Finally string kernels are compared to BOW.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
Information Retrieval & Textual Information Access
ID Code:734
Deposited By:Blaz Fortuna
Deposited On:30 December 2004