FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2891455056> ?p ?o ?g. }

• W2891455056 endingPage "e0202937" @default.
• W2891455056 startingPage "e0202937" @default.
• W2891455056 abstract "Throughout recent times, cybersecurity problems have occurred in various business applications. Although previous researchers proposed to cope with the occurrence of cybersecurity issues, their methods repeatedly replicated the training processes for several times to classify datasets of these problems in streaming non-stationary environments. In dynamic environments, the conventional methods possibly deteriorate the adaptive solution to prevent these issues. This research proposes a one-pass-throw-away learning using the dynamical structure of the network to solve these problems in dynamic environments. Furthermore, to speed up the computational time and to maintain a minimum space complexity for streaming data, the new concepts of learning in forms of recursive functions were introduced. The information gain-based feature selection was also applied to reduce the learning time during the training process. The experimental results signified that the proposed algorithm outperformed the others in incremental-like and online ensemble learning algorithms in terms of classification accuracy, space complexity, and computational time." @default.
• W2891455056 created "2018-09-27" @default.
• W2891455056 creator A5016031036 @default.
• W2891455056 creator A5028724616 @default.
• W2891455056 creator A5038009786 @default.
• W2891455056 creator A5078435598 @default.
• W2891455056 date "2018-09-06" @default.
• W2891455056 modified "2023-09-24" @default.
• W2891455056 title "One-pass-throw-away learning for cybersecurity in streaming non-stationary environments by dynamic stratum network" @default.
• W2891455056 cites W1851422430 @default.
• W2891455056 cites W1904826605 @default.
• W2891455056 cites W1990079212 @default.
• W2891455056 cites W1991076541 @default.
• W2891455056 cites W2000454347 @default.
• W2891455056 cites W2004686301 @default.
• W2891455056 cites W2010657328 @default.
• W2891455056 cites W2025001960 @default.
• W2891455056 cites W2029470356 @default.
• W2891455056 cites W2070896531 @default.
• W2891455056 cites W2099419573 @default.
• W2891455056 cites W2115677675 @default.
• W2891455056 cites W2150281577 @default.
• W2891455056 cites W2151097342 @default.
• W2891455056 cites W2160512933 @default.
• W2891455056 cites W2167101736 @default.
• W2891455056 cites W2278186031 @default.
• W2891455056 cites W2418927766 @default.
• W2891455056 cites W2462940117 @default.
• W2891455056 cites W2499575013 @default.
• W2891455056 cites W2552899443 @default.
• W2891455056 cites W2559137209 @default.
• W2891455056 cites W2565355925 @default.
• W2891455056 cites W2585528949 @default.
• W2891455056 cites W2604813584 @default.
• W2891455056 cites W2613480438 @default.
• W2891455056 cites W2623163150 @default.
• W2891455056 cites W2626498001 @default.
• W2891455056 cites W2770936995 @default.
• W2891455056 cites W2773511604 @default.
• W2891455056 cites W2775173651 @default.
• W2891455056 cites W3101503940 @default.
• W2891455056 cites W813750835 @default.
• W2891455056 doi "https://doi.org/10.1371/journal.pone.0202937" @default.
• W2891455056 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6126810" @default.
• W2891455056 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30188908" @default.
• W2891455056 hasPublicationYear "2018" @default.
• W2891455056 type Work @default.
• W2891455056 sameAs 2891455056 @default.
• W2891455056 citedByCount "4" @default.
• W2891455056 countsByYear W28914550562019 @default.
• W2891455056 countsByYear W28914550562022 @default.
• W2891455056 crossrefType "journal-article" @default.
• W2891455056 hasAuthorship W2891455056A5016031036 @default.
• W2891455056 hasAuthorship W2891455056A5028724616 @default.
• W2891455056 hasAuthorship W2891455056A5038009786 @default.
• W2891455056 hasAuthorship W2891455056A5078435598 @default.
• W2891455056 hasBestOaLocation W28914550561 @default.
• W2891455056 hasConcept C111919701 @default.
• W2891455056 hasConcept C11413529 @default.
• W2891455056 hasConcept C119857082 @default.
• W2891455056 hasConcept C124101348 @default.
• W2891455056 hasConcept C134306372 @default.
• W2891455056 hasConcept C138885662 @default.
• W2891455056 hasConcept C154945302 @default.
• W2891455056 hasConcept C179799912 @default.
• W2891455056 hasConcept C187166803 @default.
• W2891455056 hasConcept C2776401178 @default.
• W2891455056 hasConcept C2778572836 @default.
• W2891455056 hasConcept C33923547 @default.
• W2891455056 hasConcept C41008148 @default.
• W2891455056 hasConcept C41895202 @default.
• W2891455056 hasConcept C77553402 @default.
• W2891455056 hasConcept C98045186 @default.
• W2891455056 hasConceptScore W2891455056C111919701 @default.
• W2891455056 hasConceptScore W2891455056C11413529 @default.
• W2891455056 hasConceptScore W2891455056C119857082 @default.
• W2891455056 hasConceptScore W2891455056C124101348 @default.
• W2891455056 hasConceptScore W2891455056C134306372 @default.
• W2891455056 hasConceptScore W2891455056C138885662 @default.
• W2891455056 hasConceptScore W2891455056C154945302 @default.
• W2891455056 hasConceptScore W2891455056C179799912 @default.
• W2891455056 hasConceptScore W2891455056C187166803 @default.
• W2891455056 hasConceptScore W2891455056C2776401178 @default.
• W2891455056 hasConceptScore W2891455056C2778572836 @default.
• W2891455056 hasConceptScore W2891455056C33923547 @default.
• W2891455056 hasConceptScore W2891455056C41008148 @default.
• W2891455056 hasConceptScore W2891455056C41895202 @default.
• W2891455056 hasConceptScore W2891455056C77553402 @default.
• W2891455056 hasConceptScore W2891455056C98045186 @default.
• W2891455056 hasFunder F4320322614 @default.
• W2891455056 hasIssue "9" @default.
• W2891455056 hasLocation W28914550561 @default.
• W2891455056 hasLocation W28914550562 @default.
• W2891455056 hasLocation W28914550563 @default.
• W2891455056 hasLocation W28914550564 @default.
• W2891455056 hasOpenAccess W2891455056 @default.
• W2891455056 hasPrimaryLocation W28914550561 @default.
• W2891455056 hasRelatedWork W2961085424 @default.

• next