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Sequential minimal optimization

Known as: SMO 
Sequential minimal optimization (SMO) is an algorithm for solving the quadratic programming (QP) problem that arises during the training of support… 
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Related topics

Related topics

11 relations
A Library for Support Vector MachinesBinary classificationBregman methodKarush–Kuhn–Tucker conditions

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Author identification using Sequential Minimal Optimization
Author identification is a substantial factor in the global economic loss due to computer-related crimes. According to the Center… 
2012
2012
Shared domains of competence of approximate learning models using measures of separability of classes
Highly Cited
2011
Highly Cited
2011
A Hybrid Higher Order Neural Classifier for handling classification problems
2009
2009
Intrusion detection with evolutionary learning classifier systems
Evolutionary Learning Classifier Systems (LCSs) combine reinforcement learning or supervised learning with effective genetics… 
Highly Cited
2005
Highly Cited
2005
Scholarship on Social Movement Organziations: Classic Views and Emerging Trends
This essay examines research on social movement organizations (SMOs) within each of the three major schools of social movement… 
2004
2004
On improving sequential minimal optimization
Platt's sequential minimal optimization has been widely adopted in modern implementations of support vector machines. This work… 
2003
2003
Morphometric variation of wild trout populations from northwestern Mexico (Pisces: Salmonidae)
Morphometric variation of 17 wild troutpopulations of the genus Oncorhynchusfrom northwestern Mexico was analyzed.We used 25… 
2003
2003
An Improvement Algorithm to Sequential Minimal Optimization
At present sequential minimal optimization (SMO) algorithm is a quite efficient method for training large-scale support vector… 
Highly Cited
1984
Highly Cited
1984
Selective muscarinic receptor antagonists
Highly Cited
1979
Highly Cited
1979
A condition of single longitudinal mode operation in injection lasers with index-guiding structure
A condition for single longitudinal mode operation (SMO, for short) of index-guided injection lasers is given theoretically and… 
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