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Isomap

Isomap is a nonlinear dimensionality reduction method. It is one of several widely used low-dimensional embedding methods. Isomap is used for… 
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Papers overview

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2017
2017
Autonomous navigation has become an increasingly popular machine learning application. Recent advances in deep learning have also… 
2010
2010
In this paper we present a new algorithm to transform an RGB color image to a grayscale image. We propose using nonlinear… 
2010
2010
We propose a graphical signature for intrusion detection given alert sequences. By correlating alerts with their temporal… 
2008
2008
Head pose estimation has been an integral problem in the study of face recognition systems and human-computer interfaces, as part… 
2007
2007
Clustering is a widely applied tool of data mining to detect the hidden structure of complex multivariate datasets. Hence… 
2005
2005
In a visualization task, every nonlinear projection method needs to make a compromise between trustworthiness and continuity. In… 
2005
2005
In the human brain, it is well known that perception is based on similarity rather than coordinates and it is carried out on the…