FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2077812306> ?p ?o ?g. }

• W2077812306 endingPage "3202" @default.
• W2077812306 startingPage "3188" @default.
• W2077812306 abstract "The integration of fuzzy sets and rough sets can lead to a hybrid soft-computing technique which has been applied successfully to many fields such as machine learning, pattern recognition and image processing. The key to this soft-computing technique is how to set up and make use of the fuzzy attribute reduct in fuzzy rough set theory. Given a fuzzy information system, we may find many fuzzy attribute reducts and each of them can have different contributions to decision-making. If only one of the fuzzy attribute reducts, which may be the most important one, is selected to induce decision rules, some useful information hidden in the other reducts for the decision-making will be losing unavoidably. To sufficiently make use of the information provided by every individual fuzzy attribute reduct in a fuzzy information system, this paper presents a novel induction of multiple fuzzy decision trees based on rough set technique. The induction consists of three stages. First several fuzzy attribute reducts are found by a similarity based approach, and then a fuzzy decision tree for each fuzzy attribute reduct is generated according to the fuzzy ID3 algorithm. The fuzzy integral is finally considered as a fusion tool to integrate the generated decision trees, which combines together all outputs of the multiple fuzzy decision trees and forms the final decision result. An illustration is given to show the proposed fusion scheme. A numerical experiment on real data indicates that the proposed multiple tree induction is superior to the single tree induction based on the individual reduct or on the entire feature set for learning problems with many attributes." @default.
• W2077812306 created "2016-06-24" @default.
• W2077812306 creator A5012433446 @default.
• W2077812306 creator A5017499347 @default.
• W2077812306 creator A5073006299 @default.
• W2077812306 date "2008-08-01" @default.
• W2077812306 modified "2023-09-26" @default.
• W2077812306 title "Induction of multiple fuzzy decision trees based on rough set technique" @default.
• W2077812306 cites W1975980892 @default.
• W2077812306 cites W1976034104 @default.
• W2077812306 cites W1981512945 @default.
• W2077812306 cites W1992408997 @default.
• W2077812306 cites W2015487637 @default.
• W2077812306 cites W2018786061 @default.
• W2077812306 cites W2022945351 @default.
• W2077812306 cites W2026122471 @default.
• W2077812306 cites W2033810643 @default.
• W2077812306 cites W2045400477 @default.
• W2077812306 cites W2047863499 @default.
• W2077812306 cites W2048890562 @default.
• W2077812306 cites W2059368446 @default.
• W2077812306 cites W2073040595 @default.
• W2077812306 cites W2078975878 @default.
• W2077812306 cites W2088499853 @default.
• W2077812306 cites W2089137303 @default.
• W2077812306 cites W2095371287 @default.
• W2077812306 cites W2100805904 @default.
• W2077812306 cites W2143040521 @default.
• W2077812306 cites W2143451122 @default.
• W2077812306 cites W2162364423 @default.
• W2077812306 cites W2164568552 @default.
• W2077812306 cites W2403746960 @default.
• W2077812306 cites W2570343052 @default.
• W2077812306 cites W4236137412 @default.
• W2077812306 cites W4255833381 @default.
• W2077812306 doi "https://doi.org/10.1016/j.ins.2008.03.021" @default.
• W2077812306 hasPublicationYear "2008" @default.
• W2077812306 type Work @default.
• W2077812306 sameAs 2077812306 @default.
• W2077812306 citedByCount "158" @default.
• W2077812306 countsByYear W20778123062012 @default.
• W2077812306 countsByYear W20778123062013 @default.
• W2077812306 countsByYear W20778123062014 @default.
• W2077812306 countsByYear W20778123062015 @default.
• W2077812306 countsByYear W20778123062016 @default.
• W2077812306 countsByYear W20778123062017 @default.
• W2077812306 countsByYear W20778123062018 @default.
• W2077812306 countsByYear W20778123062019 @default.
• W2077812306 countsByYear W20778123062020 @default.
• W2077812306 countsByYear W20778123062021 @default.
• W2077812306 countsByYear W20778123062022 @default.
• W2077812306 countsByYear W20778123062023 @default.
• W2077812306 crossrefType "journal-article" @default.
• W2077812306 hasAuthorship W2077812306A5012433446 @default.
• W2077812306 hasAuthorship W2077812306A5017499347 @default.
• W2077812306 hasAuthorship W2077812306A5073006299 @default.
• W2077812306 hasConcept C111012933 @default.
• W2077812306 hasConcept C119857082 @default.
• W2077812306 hasConcept C124101348 @default.
• W2077812306 hasConcept C127385683 @default.
• W2077812306 hasConcept C148671577 @default.
• W2077812306 hasConcept C153180895 @default.
• W2077812306 hasConcept C154945302 @default.
• W2077812306 hasConcept C170260401 @default.
• W2077812306 hasConcept C1883856 @default.
• W2077812306 hasConcept C2776780472 @default.
• W2077812306 hasConcept C33923547 @default.
• W2077812306 hasConcept C41008148 @default.
• W2077812306 hasConcept C42011625 @default.
• W2077812306 hasConcept C58166 @default.
• W2077812306 hasConcept C69177213 @default.
• W2077812306 hasConcept C84525736 @default.
• W2077812306 hasConceptScore W2077812306C111012933 @default.
• W2077812306 hasConceptScore W2077812306C119857082 @default.
• W2077812306 hasConceptScore W2077812306C124101348 @default.
• W2077812306 hasConceptScore W2077812306C127385683 @default.
• W2077812306 hasConceptScore W2077812306C148671577 @default.
• W2077812306 hasConceptScore W2077812306C153180895 @default.
• W2077812306 hasConceptScore W2077812306C154945302 @default.
• W2077812306 hasConceptScore W2077812306C170260401 @default.
• W2077812306 hasConceptScore W2077812306C1883856 @default.
• W2077812306 hasConceptScore W2077812306C2776780472 @default.
• W2077812306 hasConceptScore W2077812306C33923547 @default.
• W2077812306 hasConceptScore W2077812306C41008148 @default.
• W2077812306 hasConceptScore W2077812306C42011625 @default.
• W2077812306 hasConceptScore W2077812306C58166 @default.
• W2077812306 hasConceptScore W2077812306C69177213 @default.
• W2077812306 hasConceptScore W2077812306C84525736 @default.
• W2077812306 hasIssue "16" @default.
• W2077812306 hasLocation W20778123061 @default.
• W2077812306 hasOpenAccess W2077812306 @default.
• W2077812306 hasPrimaryLocation W20778123061 @default.
• W2077812306 hasRelatedWork W1951707684 @default.
• W2077812306 hasRelatedWork W2018786061 @default.
• W2077812306 hasRelatedWork W2060486654 @default.
• W2077812306 hasRelatedWork W2075669720 @default.
• W2077812306 hasRelatedWork W2287021682 @default.
• W2077812306 hasRelatedWork W2326124653 @default.

• next