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Statistical learning theory

Known as: Learning theory (statistics), Learning theory, SLT 
Statistical learning theory is a framework for machine learningdrawing from the fields of statistics and functional analysis. Statistical learning… 
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Related topics

Related topics

26 relations
Algorithmic learning theoryBioinformaticsComputer visionData science

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
Applying a kernel function on time-dependent data to provide supervised-learning guarantees
2012
2012
Organizational and Individual Learning and Forgetting
Researchers of industrial relations issues in manufacturing have long recognized that careful study of production has significant… 
2010
2010
Model selection in genetic programming
In this paper we discuss the problem of model selection in Genetic Programming. We present empirical comparisons between… 
2010
2010
A knowledge-based support vector synthesis of the transmission lines for use in microwave integrated circuits
2008
2008
New focus assessment method for iris recognition systems
Highly Cited
2006
Highly Cited
2006
You Can’t Beat Frequency (Unless You Use Linguistic Knowledge) – A Qualitative Evaluation of Association Measures for Collocation and Term Extraction
In the past years, a number of lexical association measures have been studied to help extract new scientific terminology or… 
2004
2004
Capability for Complex Systems: Beyond Competence
One approach to ensuring project success in engineering is to focus on standards and their measurement. Examples of these include… 
Review
2003
Review
2003
Statistical learning theory and state of the art in SVM
Statistical learning theory started more than 30 years ago. Until the middle of the 1990's, the success of support vector machine… 
2001
2001
Designing the Electronic Classroom: Applying Learning Theory and Ergonomic Design Principles.
This article applies learning theory and ergonomic principles to the design of effective learning environments for library… 
Highly Cited
1988
Highly Cited
1988
On machine recognition of hand-printed Chinese characters by feature relaxation
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