TERMIUM Plus®
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APPRENTISSAGE DETECTION SIMILARITES [1 record]
Record 1 - internal organization data 1995-05-25
Record 1, English
Record 1, Subject field(s)
- Artificial Intelligence
Record 1, Main entry term, English
- similarity-based learning
1, record 1, English, similarity%2Dbased%20learning
correct
Record 1, Abbreviations, English
- SBL 2, record 1, English, SBL
correct
Record 1, Synonyms, English
Record 1, Textual support, English
Record number: 1, Textual support number: 1 DEF
A form of learning from examples in which a set of examples are investigated for similarities and dissimilarities from which to make generalizations. 3, record 1, English, - similarity%2Dbased%20learning
Record number: 1, Textual support number: 1 CONT
Most machine learning research to date has involved either inductive learning ... or learning by analogy ... This type of learning has been named Similarity-based learning (SBL). 4, record 1, English, - similarity%2Dbased%20learning
Record number: 1, Textual support number: 1 OBS
The term is generally used when distinguishing between this form of learning and explanation-based learning. 3, record 1, English, - similarity%2Dbased%20learning
Record 1, French
Record 1, Domaine(s)
- Intelligence artificielle
Record 1, Main entry term, French
- apprentissage par recherche de similarités
1, record 1, French, apprentissage%20par%20recherche%20de%20similarit%C3%A9s
correct, masculine noun
Record 1, Abbreviations, French
Record 1, Synonyms, French
- apprentissage des similarités 2, record 1, French, apprentissage%20des%20similarit%C3%A9s
correct, masculine noun
- apprentissage par détection de similarités 3, record 1, French, apprentissage%20par%20d%C3%A9tection%20de%20similarit%C3%A9s
correct, masculine noun
- ADS 4, record 1, French, ADS
correct
- ADS 4, record 1, French, ADS
- apprentissage par détection des similarités 5, record 1, French, apprentissage%20par%20d%C3%A9tection%20des%20similarit%C3%A9s
correct, masculine noun
- ADS 4, record 1, French, ADS
correct
- ADS 4, record 1, French, ADS
Record 1, Textual support, French
Record number: 1, Textual support number: 1 CONT
L'apprentissage inductif se divise en deux sous-domaines. Le premier sous-domaine est l'apprentissage des similarités (Similarity-Based Learning, SBL) dont le but est de collecter les propriétés communes à un ensemble d'exemples d'un concept, et absentes de l'ensemble des contre-exemples à ce concept. Le deuxième sous-domaine est la classification symbolique. 2, record 1, French, - apprentissage%20par%20recherche%20de%20similarit%C3%A9s
Record number: 1, Textual support number: 2 CONT
Si la base de connaissances est plus pauvre en information, on prend une nouvelle hypothèse de travail : ce sont les ressemblances et différences observées entre les instances qui caractérisent justement le concept à définir. On parle alors d'apprentissage par recherche de similarités (Similarity Based Learning), et le principal mécanisme d'inférence utilisé est la généralisation. 1, record 1, French, - apprentissage%20par%20recherche%20de%20similarit%C3%A9s
Record 1, Spanish
Record 1, Textual support, Spanish
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