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Statistical classification

Known as: Classifier, Classification (machine learning), Classification 
In machine learning and statistics, classification is the problem of identifying to which of a set of categories (sub-populations) a new observation… 
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Related topics

Related topics

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Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2013
Review
2013
An Introduction to Statistical Learning: with Applications in R
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential… 
Highly Cited
2013
Highly Cited
2013
Motion detection using RF signals for the first responder in emergency operations: A PHASER project
The real-time health monitoring system is a promising body area network application to enhance the safety of fire fighters when… 
Highly Cited
2012
Highly Cited
2012
A Model-Based Shot Boundary Detection Technique Using Frame Transition Parameters
We have presented a unified model for detecting different types of video shot transitions. Based on the proposed model, we… 
Highly Cited
2008
Highly Cited
2008
Analysis of EEG signals by combining eigenvector methods and multiclass support vector machines
Highly Cited
2006
Highly Cited
2006
The Single Frame Stereo Vision System for Reliable Obstacle Detection Used during the 2005 DARPA Grand Challenge on TerraMax
Autonomous driving in off-road environments requires an exceptionally capable sensor system, especially given that the… 
Highly Cited
2003
Highly Cited
2003
Bootstrapped Learning of Semantic Classes from Positive and Negative Examples
We present an algorithm for unsupervised learning and semantic classiflcation of names and terms. Given a small number of seed… 
Highly Cited
2003
Highly Cited
2003
knowCube for MCDM – Visual and Interactive Support for Multicriteria Decision Making
In this paper, we present a novel multicriteria decision support system (MCDSS), called knowCube, consisting of components for… 
Highly Cited
2000
Highly Cited
2000
Sound analysis using MPEG compressed audio
There is a huge amount of audio data available that is compressed using the MPEG audio compression standard. Sound analysis is… 
Highly Cited
1995
Highly Cited
1995
Weathering forms : classification and mapping
Highly Cited
1989
Highly Cited
1989
On-line recognition of handwritten isolated arabic characters
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