Joint use of neural network technologies and decision trees for logical patterns exploration in data

Autor:	Vladimir Solodovnikov, Vladimir Gridin
Předmět:	Artificial neural network Computer science business.industry Decision tree Joint (building) Artificial intelligence Machine learning computer.software_genre business computer
Zdroj:	Scopus-Elsevier
Popis:	The issues of joint use of neural network technologies with methods of logical deduction and decision making support in data mining tasks are considered. The analysis of searching for logical patterns algorithms, their advantages and disadvantages is carried out. The description of combined algorithms for rules extraction from the trained neural networks and presentation the result in the form of a hierarchical, sequential structure of "if-then" rules is given. The representation of decision trees in the form of the semantic network facts is considered
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_dedup___::850414742baf0356605c25593d4890ea http://www.scopus.com/inward/record.url?eid=2-s2.0-85040078767&partnerID=MN8TOARS Zobrazit plný text záznamu