Self-Organizing Maps

Kohonen, T. (2001). Self-Organizing Maps. Springer.

Type

Book

Intellectual base

Review or monograph

Year

2001

DOI

10.1007/978-3-642-56927-2

ISBN

9783540679219

DOI registrant

Springer Nature

Link

https://doi.org/10.1007/978-3-642-56927-2

Cited by

2 citations across 2 artifacts.

Domain-specific

• Hybrid Kohonen self-organizing map
  • … that the input representation, SOM topology and competition rule, winning-unit handoff, downstream network, training sequence, objective, output and evaluation protocol are explicit. to An applied instance preserves the same invariant under changed notation, scale, jurisdiction, dataset, or implementation..
• Self-organizing map
  • The entry describes an unsupervised model and its validation obligations; it does not imply that display proximity establishes causality, class truth, or fairness.

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