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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.
2013
2013
Prediction of human leukocyte antigen gene using k-nearest neighbour classifier based on spectrum kernel
Human Leukocyte Antigen (HLA) plays an important role in the control of self-recognition including defence against microorganisms… 
2012
2012
Sketch recognition via string kernel
Sketch recognition is one of the essential step of sketch understanding. Challenge in sketch recognition is the variation and… 
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
2009
2009
Using Lexical and Relational Similarity to Classify Semantic Relations
Many methods are available for computing semantic similarity between individual words, but certain NLP tasks require the… 
Review
2009
Review
2009
Automated Text Classification in the DMOZ Hierarchy
The growth in the availability of on-line digital text docum ents has prompted considerable interest in Information Retrieval and… 
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… 
2007
2007
Masquerade Detection Using String Kernels
In the field of computer security, one of the most serious threats is masquerade attack, in which an attacker uses a legitimate… 
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… 
Highly Cited
2005
Highly Cited
2005
Genre Classification via an LZ78-Based String Kernel
We develop the notion of normalized information distance (NID) [7] into a kernel distance suitable for use with a Support Vector… 
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