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A classification method to reduce the number of categories in ART1

Systems and Computers in Japan, 2001
AbstractThe ART (Adaptive Resonance Theory) neural network was proposed by Grossberg and colleagues to classify by certain criterion (vigilance parameter) a data set distributed across feature space. With ART1, the selection of existing categories and generation of new categories is performed appropriately using two procedures called competition and ...
Tetsuya Takaoka   +2 more
openaire   +1 more source

Dependence of Weighted Kappa Coefficients on the Number of Categories

Epidemiology, 1996
Weighted kappa coefficients are commonly used to quantify inter- or intra-rater reliability or test-retest reliability of ordinal ratings in clinical and epidemiologic applications. In this paper, we assess the dependence of weighted kappa coefficients on the number of categories and the type of weighting scheme, which vary between applications.
H, Brenner, U, Kliebsch
openaire   +2 more sources

The category of number in modern English

English Studies, 1972
(1972). The category of number in modern English. English Studies: Vol. 53, No. 1, pp. 1-23.
openaire   +1 more source

Towards the identification of the optimal number of relevance categories

Journal of the American Society for Information Science, 1999
In this paper, we are concerned with participants' confidence in their judgments of the relevance of bibliographic records to particular research questions. We describe an empirical investigation of the association between judges' confidence and the number of categories for a relevance rating scale.
Rong Tang   +2 more
openaire   +1 more source

A note on natural numbers objects in monoidal categories

Studia Logica, 1989
The internal language of a monoidal category yields simple proofs of results about a natural numbers object therein.
openaire   +1 more source

Deep learning in food category recognition

Information Fusion, 2023
Yudong Zhang, Lijia Deng
exaly  

Survey on Aspect Category Detection

ACM Computing Surveys, 2023
Siva Uday Sampreeth Chebolu   +2 more
exaly  

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