Experimental study of the functioning and quality of the developed artificial neural networks configurations according to the selected accuracy criteria

The significant volume, as well as the semantic and lexicological diversity of Internet content, necessitates the creation of new methods for its computer analysis in order to identify potential threats and undesirable content, in particular, using artificial intelligence (AI) methods. This scientif...

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Bibliographic Details
Published in:IOP conference series. Earth and environmental science 2021-06, Vol.786 (1), p.12023
Main Author: Melikhova, E
Format: Article
Language:English
Subjects:
Artificial intelligence
Artificial neural networks
Computer applications
Neural networks
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Summary:The significant volume, as well as the semantic and lexicological diversity of Internet content, necessitates the creation of new methods for its computer analysis in order to identify potential threats and undesirable content, in particular, using artificial intelligence (AI) methods. This scientific problem can be solved with the use of neural network technologies, including frequency preprocessing of text arrays, justification of the structure and construction of a domain-oriented database of text data bodies, justification and experimental study of the architecture and macroparameters of a hybrid neural network based on the vector representation of pre-formed dictionaries of terms.
ISSN:1755-1307
1755-1315
DOI:10.1088/1755-1315/786/1/012023