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String kernel

In machine learning and data mining, a string kernel is a kernel function that operates on strings, i.e. finite sequences of symbols that need not be… 
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Papers overview

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2011
2011
Plagiarism is an academic problem that is caught more and more each year. Common tricks that the cheaters normally use is… 
2009
2009
Highly Cited
2009
Highly Cited
2009
2009
2009
Event recognition is a crucial task to provide high-level semantic description of the video content. The bag-of-words (BoW… 
2007
2007
String kernels directly model sequence similarities without the necessity of extracting numerical features in a vector space… 
2007
2007
In the field of computer security, one of the most serious threats is masquerade attack, in which an attacker uses a legitimate… 
Highly Cited
2006
Highly Cited
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple… 
Highly Cited
2006
Highly Cited
2006
We present a new approach for mapping natural language sentences to their formal meaning representations using string-kernel… 
2002
2002
Recently, the use of string kernels that compare documents as a string of letters has been shown to achieve good results on text…