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Sammon mapping

Known as: Sammon's projection, Sammon's mapping, Sammon's stress 
Sammon mapping or Sammon projection is an algorithm that maps a high-dimensional space to a space of lower dimensionality (see multidimensional… 
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Related topics

Related topics

5 relations
Bregman divergenceGradient descentMultidimensional scalingNonlinear dimensionality reduction

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines
2010
2010
Metric representations of data via the Kernel-based Sammon Mapping
In this paper we present a novel generalization of Sammon's Mapping (SM), which is a popular, metric multi-dimensional scaling… 
2009
2009
Selvennystä teknologisen Sammon rakentamiseen
Petri Pajun vastine Matti Lehtisen arvioon P. P.:n vaitoskirjasta (Arkhimedes 6/2008) ja M. L.:n kommentti vastineeseen. 
2000
2000
On the Initialisation of Sammon’s Nonlinear Mapping
The initialisation of a neural network implementation of Sammon’s mapping, either randomly or based on the principal components… 
2000
2000
Show Me What You Mean! Pariss: A CBIR-Interface that Learns by Example
We outline the architecture of a CBIR-interface that allows the user to interactively classify images by dragging and dropping… 
1998
1998
Visualization of transformed multivariate data sets with autoassociative neural networks
1993
1993
An index of topological preservation and its application to self-organizing feature maps
  • J. BezdekN. Pal
  • Proceedings of International Conference on…
  • 1993
  • Corpus ID: 117089407
We discuss topological preservation under feature extraction transformations. Transformations that preserve the order of all… 
1983
1983
VLSI architectures for feature extraction and pattern classification
1983
1983
VLSI Computer Arithmetic for Real-Time Image Processing
Review
1980
Review
1980
Mapping algorithms in ispahan
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