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Vocabulary of natural language processing

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Concept information

... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > self-organizing map
NLP methods and tools > NLP algorithm > classification algorithm > self-organizing map

Terme préférentiel

self-organizing map  

Définition

  • A type of artificial neural network that is trained using unsupervised learning to produce a low-dimensional (typically two-dimensional), discretized representation of the input space of the training samples, called a map, and is therefore a method to do dimensionality reduction. (Wikipedia)

Concept générique

Synonyme(s)

  • Kohonen map
  • self-organizing feature map
  • SOFM
  • SOM

Traductions

URI

http://data.loterre.fr/ark:/67375/8LP-XTH1WJ0X-D

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RDF/XML TURTLE JSON-LD Dernière modification le 03/05/2024