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Visualizing non-metric similarities in multiple maps

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Publication:153597
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DOI10.1007/s10994-011-5273-4zbMath1238.68140OpenAlexW2149489931MaRDI QIDQ153597

Laurens Van Der Maaten, Geoffrey Hinton, Laurens van der Maaten, Geoffrey E. Hinton

Publication date: 17 December 2011

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-011-5273-4

zbMATH Keywords

embeddingmultidimensional scalingdata visualizationnon-metric similarities


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items

Indefinite Proximity Learning: A Review, mmtsne, h‐plots for displaying nonmetric dissimilarity matrices, t-SNE, Conditional t-SNE: more informative t-SNE embeddings


Uses Software

  • apcluster
  • APCluster


Cites Work

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  • Clustering by Passing Messages Between Data Points
  • Similarity, kernels, and the triangle inequality
  • Some properties of invariant sets of a flow
  • Modern multidimensional scaling. Theory and applications.
  • Multidimensional scaling. I: Theory and method
  • The Dissimilarity Representation for Pattern Recognition
  • A Survey of Statistical Network Models
  • 10.1162/jmlr.2003.3.4-5.993
  • Machine Learning: ECML 2004
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