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Random projection

Known as: Gaussian random projection 
In mathematics and statistics, random projection is a technique used to reduce the dimensionality of a set of points which lie in Euclidean space… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
We propose a scheme for training a neural network as an image classifier. The approach includes a very rapid unsupervised feature… 
2016
2016
Although fuzzy c-means algorithm has shown great capability to spherical clusters, it can not perform very well on non-spherical… 
2015
2015
For the hyperspectral image (HSI) denoising problem, we propose a group-based low rank representation (GLRR) method. A corrupted… 
2014
2014
In this paper, we propose a novel distributed compressed sensing transmission scheme, which is referred to as amplify-and-forward… 
Review
2010
Review
2010
Temporal data has always captured people's imagination. Large databases of temporal data contain temporal patterns that can lead… 
2007
2007
Compressive sensing is a new data acquisition technique that aims to measure sparse and compressible signals at close to their… 
2002
2002
In this paper, we investigate the use of self-organising maps (SOMs) for document clustering. Previous methods using SOMs to… 
1973
1973
The metric projection on a closed subset of a finite-dimensional Euclidean space is almost everywhere differentiable. The main…