FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310348290> ?p ?o ?g. }

• W4310348290 endingPage "2045" @default.
• W4310348290 startingPage "2025" @default.
• W4310348290 abstract "The artificial immune system, an excellent prototype for developing Machine Learning, is inspired by the function of the powerful natural immune system. As one of the prevalent classifiers, the Dendritic Cell Algorithm (DCA) has been widely used to solve binary problems in the real world. The classification of DCA depends on a data pre-processing procedure to generate input signals, where feature selection and signal categorization are the main work. However, the results of these studies also show that the signal generation of DCA is relatively weak, and all of them utilized a filter strategy to remove unimportant attributes. Ignoring filtered features and applying expertise may not produce an optimal classification result. To overcome these limitations, this study models feature selection and signal categorization into feature grouping problems. This study hybridizes Grouping Genetic Algorithm (GGA) with DCA to propose a novel DCA version, GGA-DCA, for accomplishing feature selection and signal categorization in a search process. The GGA-DCA aims to search for the optimal feature grouping scheme without expertise automatically. In this study, the data coding and operators of GGA are redefined for grouping tasks. The experimental results show that the proposed algorithm has significant advantages over the compared DCA expansion algorithms in terms of signal generation." @default.
• W4310348290 created "2022-12-09" @default.
• W4310348290 creator A5006343148 @default.
• W4310348290 creator A5046146732 @default.
• W4310348290 creator A5086559201 @default.
• W4310348290 date "2023-01-01" @default.
• W4310348290 modified "2023-09-25" @default.
• W4310348290 title "Dendritic Cell Algorithm with Grouping Genetic Algorithm for Input Signal Generation" @default.
• W4310348290 cites W1958350149 @default.
• W4310348290 cites W2003961265 @default.
• W4310348290 cites W2017337590 @default.
• W4310348290 cites W2061956231 @default.
• W4310348290 cites W2106482772 @default.
• W4310348290 cites W2111317137 @default.
• W4310348290 cites W2592653212 @default.
• W4310348290 cites W2888945784 @default.
• W4310348290 cites W2900539411 @default.
• W4310348290 cites W2954395949 @default.
• W4310348290 cites W2999529304 @default.
• W4310348290 cites W3008086347 @default.
• W4310348290 cites W3103702927 @default.
• W4310348290 cites W3105050384 @default.
• W4310348290 cites W3115477968 @default.
• W4310348290 cites W3120057316 @default.
• W4310348290 cites W3130414335 @default.
• W4310348290 cites W3188136681 @default.
• W4310348290 cites W341879454 @default.
• W4310348290 cites W4206295944 @default.
• W4310348290 cites W4210521040 @default.
• W4310348290 cites W4226300969 @default.
• W4310348290 doi "https://doi.org/10.32604/cmes.2023.022864" @default.
• W4310348290 hasPublicationYear "2023" @default.
• W4310348290 type Work @default.
• W4310348290 citedByCount "0" @default.
• W4310348290 crossrefType "journal-article" @default.
• W4310348290 hasAuthorship W4310348290A5006343148 @default.
• W4310348290 hasAuthorship W4310348290A5046146732 @default.
• W4310348290 hasAuthorship W4310348290A5086559201 @default.
• W4310348290 hasBestOaLocation W43103482901 @default.
• W4310348290 hasConcept C104267543 @default.
• W4310348290 hasConcept C105795698 @default.
• W4310348290 hasConcept C106131492 @default.
• W4310348290 hasConcept C11413529 @default.
• W4310348290 hasConcept C119857082 @default.
• W4310348290 hasConcept C124101348 @default.
• W4310348290 hasConcept C138885662 @default.
• W4310348290 hasConcept C148483581 @default.
• W4310348290 hasConcept C153180895 @default.
• W4310348290 hasConcept C154945302 @default.
• W4310348290 hasConcept C179518139 @default.
• W4310348290 hasConcept C199360897 @default.
• W4310348290 hasConcept C2776401178 @default.
• W4310348290 hasConcept C2779843651 @default.
• W4310348290 hasConcept C31972630 @default.
• W4310348290 hasConcept C33923547 @default.
• W4310348290 hasConcept C41008148 @default.
• W4310348290 hasConcept C41895202 @default.
• W4310348290 hasConcept C48372109 @default.
• W4310348290 hasConcept C81917197 @default.
• W4310348290 hasConcept C84462506 @default.
• W4310348290 hasConcept C8880873 @default.
• W4310348290 hasConcept C93768804 @default.
• W4310348290 hasConcept C9390403 @default.
• W4310348290 hasConcept C94124525 @default.
• W4310348290 hasConcept C94375191 @default.
• W4310348290 hasConceptScore W4310348290C104267543 @default.
• W4310348290 hasConceptScore W4310348290C105795698 @default.
• W4310348290 hasConceptScore W4310348290C106131492 @default.
• W4310348290 hasConceptScore W4310348290C11413529 @default.
• W4310348290 hasConceptScore W4310348290C119857082 @default.
• W4310348290 hasConceptScore W4310348290C124101348 @default.
• W4310348290 hasConceptScore W4310348290C138885662 @default.
• W4310348290 hasConceptScore W4310348290C148483581 @default.
• W4310348290 hasConceptScore W4310348290C153180895 @default.
• W4310348290 hasConceptScore W4310348290C154945302 @default.
• W4310348290 hasConceptScore W4310348290C179518139 @default.
• W4310348290 hasConceptScore W4310348290C199360897 @default.
• W4310348290 hasConceptScore W4310348290C2776401178 @default.
• W4310348290 hasConceptScore W4310348290C2779843651 @default.
• W4310348290 hasConceptScore W4310348290C31972630 @default.
• W4310348290 hasConceptScore W4310348290C33923547 @default.
• W4310348290 hasConceptScore W4310348290C41008148 @default.
• W4310348290 hasConceptScore W4310348290C41895202 @default.
• W4310348290 hasConceptScore W4310348290C48372109 @default.
• W4310348290 hasConceptScore W4310348290C81917197 @default.
• W4310348290 hasConceptScore W4310348290C84462506 @default.
• W4310348290 hasConceptScore W4310348290C8880873 @default.
• W4310348290 hasConceptScore W4310348290C93768804 @default.
• W4310348290 hasConceptScore W4310348290C9390403 @default.
• W4310348290 hasConceptScore W4310348290C94124525 @default.
• W4310348290 hasConceptScore W4310348290C94375191 @default.
• W4310348290 hasIssue "3" @default.
• W4310348290 hasLocation W43103482901 @default.
• W4310348290 hasOpenAccess W4310348290 @default.
• W4310348290 hasPrimaryLocation W43103482901 @default.
• W4310348290 hasRelatedWork W2111353337 @default.
• W4310348290 hasRelatedWork W2363775966 @default.
• W4310348290 hasRelatedWork W2374344280 @default.

• next