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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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ApproximationBioinformaticsCluster analysisData mining

Broader (1)

Natural language processing

Papers overview

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2016
2016
Vanilla Classifiers for Distinguishing between Similar Languages
In this paper we describe the submission of the UniBuc-NLP team for the Discriminating between Similar Languages Shared Task, DSL… 
2015
2015
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity
This paper describes FCICU team participation in SemEval 2015 for Semantic Textual Similarity challenge. Our main contribution is… 
2014
2014
On the String Kernel Pre-Image Problem with Applications in Drug Discovery
The pre-image problem has to be solved during inference by most structured output predictors. For string kernels, this problem… 
2014
2014
Kernel Regression for Planning Heuristics
Modern automated planning revolves around forward state-space heuristic search. These planners guide their search with powerful… 
2012
2012
NLPComp in TAC 2012 Entity Linking and Slot-Filling
The NLPComp team participated in two TAC-KBP2012 tasks: Regular Entity Linking and Regular Slot Filling. For the entity linking… 
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… 
2010
2010
Tuning N-gram String Kernel SVMs via Meta Learning
Even though Support Vector Machines (SVMs) are capable of identifying patterns in high dimensional kernel spaces, their… 
2008
2008
Music style clustering with string kernel
A novel mapping of embedding music to Rn space and a new kernel-based clustering method is presented.First,Analyzing melody… 
2007
2007
A Novel Approach to Measuring Structural Similarity Between XML Documents | NIST
Measuring structural similarity between XML documents has become a key component in various applications, including XML mining… 
2006
2006
Human Papillomavirus Risk Type Classification from Protein Sequences Using Support Vector Machines
Infection by the human papillomavirus (HPV) is associated with the development of cervical cancer. HPV can be classified to high…