Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896746105> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2896746105 abstract "This paper describes a multi-objective system for induction of fuzzy classifiers based on Fuzzy Pattern Trees. Fuzzy Pattern Trees is a tree-based hierarchical model, having as internal nodes, fuzzy logical operators and their leaves are composed by the combination of fuzzy terms and input attributes. For each class present in the problem a tree is created. Each tree will be a logical class description allowing the interpretation of the result. The construction method of the original trees was replaced by the Cartesian Genetic Programming, to explore the search space better. Two objectives guide the search: the accuracy of the classification and the interpretability. Therefore the NSGA II multi-objective algorithm was used for search solutions that contemplate both. The proposed Classifier was compared with Random Forests, Support Vector Machines and K Nearest Neighbors in several databases of the UCI Machine Learning Repository presenting a competitive and interpretable result. Another comparison made was the proposed model, and the Fuzzy Pattern Trees initially proposed. The proposed model showed competitive results and smaller trees." @default.
- W2896746105 created "2018-10-26" @default.
- W2896746105 creator A5015072699 @default.
- W2896746105 creator A5040732493 @default.
- W2896746105 creator A5071139091 @default.
- W2896746105 creator A5087902322 @default.
- W2896746105 date "2018-07-01" @default.
- W2896746105 modified "2023-09-26" @default.
- W2896746105 title "Multi-objective Fuzzy Pattern Trees" @default.
- W2896746105 cites W2039252507 @default.
- W2896746105 cites W4213333889 @default.
- W2896746105 cites W4240003297 @default.
- W2896746105 doi "https://doi.org/10.1109/fuzz-ieee.2018.8491689" @default.
- W2896746105 hasPublicationYear "2018" @default.
- W2896746105 type Work @default.
- W2896746105 sameAs 2896746105 @default.
- W2896746105 citedByCount "1" @default.
- W2896746105 countsByYear W28967461052023 @default.
- W2896746105 crossrefType "proceedings-article" @default.
- W2896746105 hasAuthorship W2896746105A5015072699 @default.
- W2896746105 hasAuthorship W2896746105A5040732493 @default.
- W2896746105 hasAuthorship W2896746105A5071139091 @default.
- W2896746105 hasAuthorship W2896746105A5087902322 @default.
- W2896746105 hasConcept C113174947 @default.
- W2896746105 hasConcept C119857082 @default.
- W2896746105 hasConcept C124101348 @default.
- W2896746105 hasConcept C127385683 @default.
- W2896746105 hasConcept C134306372 @default.
- W2896746105 hasConcept C148671577 @default.
- W2896746105 hasConcept C153180895 @default.
- W2896746105 hasConcept C154945302 @default.
- W2896746105 hasConcept C2777212361 @default.
- W2896746105 hasConcept C2781067378 @default.
- W2896746105 hasConcept C33923547 @default.
- W2896746105 hasConcept C41008148 @default.
- W2896746105 hasConcept C42011625 @default.
- W2896746105 hasConcept C58166 @default.
- W2896746105 hasConcept C95623464 @default.
- W2896746105 hasConceptScore W2896746105C113174947 @default.
- W2896746105 hasConceptScore W2896746105C119857082 @default.
- W2896746105 hasConceptScore W2896746105C124101348 @default.
- W2896746105 hasConceptScore W2896746105C127385683 @default.
- W2896746105 hasConceptScore W2896746105C134306372 @default.
- W2896746105 hasConceptScore W2896746105C148671577 @default.
- W2896746105 hasConceptScore W2896746105C153180895 @default.
- W2896746105 hasConceptScore W2896746105C154945302 @default.
- W2896746105 hasConceptScore W2896746105C2777212361 @default.
- W2896746105 hasConceptScore W2896746105C2781067378 @default.
- W2896746105 hasConceptScore W2896746105C33923547 @default.
- W2896746105 hasConceptScore W2896746105C41008148 @default.
- W2896746105 hasConceptScore W2896746105C42011625 @default.
- W2896746105 hasConceptScore W2896746105C58166 @default.
- W2896746105 hasConceptScore W2896746105C95623464 @default.
- W2896746105 hasLocation W28967461051 @default.
- W2896746105 hasOpenAccess W2896746105 @default.
- W2896746105 hasPrimaryLocation W28967461051 @default.
- W2896746105 hasRelatedWork W1490709620 @default.
- W2896746105 hasRelatedWork W1493159477 @default.
- W2896746105 hasRelatedWork W1525208456 @default.
- W2896746105 hasRelatedWork W2041710935 @default.
- W2896746105 hasRelatedWork W2107777714 @default.
- W2896746105 hasRelatedWork W2151351600 @default.
- W2896746105 hasRelatedWork W2362938592 @default.
- W2896746105 hasRelatedWork W4221015625 @default.
- W2896746105 hasRelatedWork W84652919 @default.
- W2896746105 hasRelatedWork W2114892059 @default.
- W2896746105 isParatext "false" @default.
- W2896746105 isRetracted "false" @default.
- W2896746105 magId "2896746105" @default.
- W2896746105 workType "article" @default.