Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893902361> ?p ?o ?g. }
Showing items 1 to 69 of
69
with 100 items per page.
- W2893902361 abstract "Decision trees are widely used in the field of machine learning and artificial intelligence. Such popularity is due to the fact that with the help of decision trees graphic models, text rules can be built and they are easily understood by the final user. Because of the inaccuracy of observations, uncertainties, the data, collected in the environment, often take an unclear form. Therefore, fuzzy decision trees are becoming popular in the field of machine learning. This article presents a method that includes the features of the two above-mentioned approaches: a graphical representation of the rules system in the form of a tree and a fuzzy representation of the data. The approach uses such advantages as high comprehensibility of decision trees and the ability to cope with inaccurate and uncertain information in fuzzy representation. The received learning method is suitable for classifying problems with both numerical and symbolic features. In the article, solution illustrations and numerical results are given.Also the comparison of fuzzy logic approaches for building fuzzy rules and classification trees are given." @default.
- W2893902361 created "2018-10-05" @default.
- W2893902361 creator A5053907775 @default.
- W2893902361 creator A5083058702 @default.
- W2893902361 date "2018-01-01" @default.
- W2893902361 modified "2023-09-25" @default.
- W2893902361 title "The research of fuzzy decision trees building based on entropy and the theory of fuzzy sets" @default.
- W2893902361 doi "https://doi.org/10.18287/1613-0073-2018-2212-296-303" @default.
- W2893902361 hasPublicationYear "2018" @default.
- W2893902361 type Work @default.
- W2893902361 sameAs 2893902361 @default.
- W2893902361 citedByCount "3" @default.
- W2893902361 countsByYear W28939023612020 @default.
- W2893902361 countsByYear W28939023612021 @default.
- W2893902361 countsByYear W28939023612022 @default.
- W2893902361 crossrefType "proceedings-article" @default.
- W2893902361 hasAuthorship W2893902361A5053907775 @default.
- W2893902361 hasAuthorship W2893902361A5083058702 @default.
- W2893902361 hasConcept C106301342 @default.
- W2893902361 hasConcept C121332964 @default.
- W2893902361 hasConcept C124101348 @default.
- W2893902361 hasConcept C127385683 @default.
- W2893902361 hasConcept C148671577 @default.
- W2893902361 hasConcept C154945302 @default.
- W2893902361 hasConcept C33923547 @default.
- W2893902361 hasConcept C41008148 @default.
- W2893902361 hasConcept C42011625 @default.
- W2893902361 hasConcept C58166 @default.
- W2893902361 hasConcept C62520636 @default.
- W2893902361 hasConcept C84525736 @default.
- W2893902361 hasConceptScore W2893902361C106301342 @default.
- W2893902361 hasConceptScore W2893902361C121332964 @default.
- W2893902361 hasConceptScore W2893902361C124101348 @default.
- W2893902361 hasConceptScore W2893902361C127385683 @default.
- W2893902361 hasConceptScore W2893902361C148671577 @default.
- W2893902361 hasConceptScore W2893902361C154945302 @default.
- W2893902361 hasConceptScore W2893902361C33923547 @default.
- W2893902361 hasConceptScore W2893902361C41008148 @default.
- W2893902361 hasConceptScore W2893902361C42011625 @default.
- W2893902361 hasConceptScore W2893902361C58166 @default.
- W2893902361 hasConceptScore W2893902361C62520636 @default.
- W2893902361 hasConceptScore W2893902361C84525736 @default.
- W2893902361 hasLocation W28939023611 @default.
- W2893902361 hasOpenAccess W2893902361 @default.
- W2893902361 hasPrimaryLocation W28939023611 @default.
- W2893902361 hasRelatedWork W1542808721 @default.
- W2893902361 hasRelatedWork W1577651900 @default.
- W2893902361 hasRelatedWork W1641032937 @default.
- W2893902361 hasRelatedWork W19532273 @default.
- W2893902361 hasRelatedWork W1966702753 @default.
- W2893902361 hasRelatedWork W1994930764 @default.
- W2893902361 hasRelatedWork W2012643179 @default.
- W2893902361 hasRelatedWork W2103947933 @default.
- W2893902361 hasRelatedWork W2116365436 @default.
- W2893902361 hasRelatedWork W2116545781 @default.
- W2893902361 hasRelatedWork W2130809391 @default.
- W2893902361 hasRelatedWork W2139377411 @default.
- W2893902361 hasRelatedWork W2150747564 @default.
- W2893902361 hasRelatedWork W2151931557 @default.
- W2893902361 hasRelatedWork W2188763654 @default.
- W2893902361 hasRelatedWork W2372645349 @default.
- W2893902361 hasRelatedWork W2808690313 @default.
- W2893902361 hasRelatedWork W3189935710 @default.
- W2893902361 hasRelatedWork W625648973 @default.
- W2893902361 hasRelatedWork W2321206827 @default.
- W2893902361 isParatext "false" @default.
- W2893902361 isRetracted "false" @default.
- W2893902361 magId "2893902361" @default.
- W2893902361 workType "article" @default.