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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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Related topics

Related topics

15 relations
ApproximationBioinformaticsCluster analysisData mining

Broader (1)

Natural language processing

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
GaKCo: a Fast Gapped k-mer string Kernel using Counting
String Kernel (SK) techniques, especially those using gapped k-mers as features (gk), have obtained great success in classifying… 
2016
2016
Action recognition by using kernels on aclets sequences
2011
2011
Automatic Plagiarism Detection Using Word-Sentence Based S-gram
Plagiarism is an academic problem that is caught more and more each year. Common tricks that the cheaters normally use is… 
2009
2009
Classification of silhouettes using contour fragments
Highly Cited
2008
Highly Cited
2008
Algorithms for subsequence combinatorics
Review
2008
Review
2008
Sentiment Classification for Chinese Reviews Using Machine Learning Methods Based on String Kernel
Sentiment classification aims at mining reviews of people for a certain event's topic or product by automatic classifying the… 
Highly Cited
2008
Highly Cited
2008
Using string kernels to identify famous performers from their playing style
In this paper we show a novel application of string kernels: that is to the problem of recognising famous pianists from their… 
2007
2007
The RNA String Kernel for siRNA Efficacy Prediction
String kernels directly model sequence similarities without the necessity of extracting numerical features in a vector space… 
2006
2006
String Kernels for Matching Seriated Graphs
Graph seriation allows the nodes of a graph to be placed in a string order, and then matched using string alignment algorithms… 
2002
2002
Syllables and other String Kernel Extensions
Recently, the use of string kernels that compare documents as a string of letters has been shown to achieve good results on text… 
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