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Kernel method

Known as: Kernel Methods, KM, Kernel machines 
In machine learning, kernel methods are a class of algorithms for pattern analysis, whose best known member is the support vector machine (SVM). The… 
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Related topics

Related topics

35 relations
3D reconstructionAdaptive filterArtificial neural networkBioinformatics

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Fault Detection of Non-Gaussian Processes Based on Model Migration
In this paper, a new modeling approach is proposed for common and specific feature extraction. The original space of a mode can… 
2011
2011
Augmenting String-to-Tree Translation Models with Fuzzy Use of Source-side Syntax
Due to its explicit modeling of the grammaticality of the output via target-side syntax, the string-to-tree model has been shown… 
2010
2010
Shape recognition based on Kernel-edit distance
2009
2009
Fitting multidimensional data using gradient penalties and the sparse grid combination technique
Sparse grids, combined with gradient penalties provide an attractive tool for regularised least squares fitting. It has earlier… 
2008
2008
A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognition
2008
2008
Adaptive quasiconformal kernel discriminant analysis
Review
2007
Review
2007
Kernel Fisher discriminant functions – a concise and rigorous introduction
In the article the application of kernel functions – the so-called »kernel trick« – in the context of Fisher’s approach to linear… 
2005
2005
Maximum Margin Bayesian Networks
We consider the problem of learning Bayesian network classifiers that maximize the marginover a set of classification variables… 
Highly Cited
2004
Highly Cited
2004
Communication In General Decentralised Filters And The Coordinated Search Strategy
This paper addresses the problem of coordinating multiple heterogeneous sensing platforms performing a search mission for a… 
Review
1979
Review
1979
Applications for multilevel secure operating systems
  • J. P. Woodward
  • International Workshop on Managing Requirements…
  • 1979
  • Corpus ID: 34839247
The need for secure computer systems has been identified in many areas of DoD operations, but in the past these systems have not… 
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