FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199885257> ?p ?o ?g. }

• W3199885257 endingPage "108453" @default.
• W3199885257 startingPage "108453" @default.
• W3199885257 abstract "Due to proliferation of online posts and rise in the active social media users, fraudulent activities related with spam messages have taken a spike drift. Spam is an activity by which hackers use electronic messaging system to unsolicited messages in mass content to unknown users. It can be also taken as one of the major attraction of attackers in the form of short message service (SMS) messages. Spam messages can be categorized in different categories such as business opportunity spam, trending topic spam, banking services spam etc. These problems can be tackled by confirming to the actions taken by users towards these messages. There is an urgent explicit need of practical medium in order to assist the users against these spam messages. This paper proposes a novel SMS spam filtering model based on Danger theory of Artificial Immune System (AIS). Several feature extraction and selection techniques have been applied for optimizing the algorithm and claiming an admissible accuracy. This paper uses a biologically inspired algorithm named Krill herd Optimization (KHO) for the task of feature selection and various optimization functions like Quing function, Sumsquare function, Levy function etc. are applied for enhancing its performance. The Dendritic Cell Algorithm (DCA) is also incorporated with KHA as an added advantage towards achieving efficiency. Comparative results between Dendritic Cell Algorithm (DCA) with KHA and other spam filtering models have been shown in comparison with several state-of-the-art machine learning classifiers. The algorithms have been experimented by using varied optimization functions illustrated using visualization tools and results have been validated in the paper. The obtained results demonstrate an admissible accuracy of 96% that is calculated using different information retrieval metrics using recall, F-measure and precision." @default.
• W3199885257 created "2021-09-27" @default.
• W3199885257 creator A5006285552 @default.
• W3199885257 creator A5006314461 @default.
• W3199885257 creator A5015729019 @default.
• W3199885257 creator A5027847601 @default.
• W3199885257 creator A5053514011 @default.
• W3199885257 creator A5090984486 @default.
• W3199885257 date "2021-11-01" @default.
• W3199885257 modified "2023-10-16" @default.
• W3199885257 title "Spam message detection using Danger theory and Krill herd optimization" @default.
• W3199885257 cites W1954476676 @default.
• W3199885257 cites W1983247286 @default.
• W3199885257 cites W1985460844 @default.
• W3199885257 cites W2009207502 @default.
• W3199885257 cites W2106482772 @default.
• W3199885257 cites W2125569632 @default.
• W3199885257 cites W2220086542 @default.
• W3199885257 cites W2404378900 @default.
• W3199885257 cites W2587054846 @default.
• W3199885257 cites W2615407972 @default.
• W3199885257 cites W2625168508 @default.
• W3199885257 cites W2789984085 @default.
• W3199885257 cites W2799599628 @default.
• W3199885257 cites W2887034067 @default.
• W3199885257 cites W2890190333 @default.
• W3199885257 cites W2903976715 @default.
• W3199885257 cites W2914128779 @default.
• W3199885257 cites W2949836779 @default.
• W3199885257 cites W2971852873 @default.
• W3199885257 cites W2972759136 @default.
• W3199885257 cites W2981842822 @default.
• W3199885257 cites W2996930874 @default.
• W3199885257 cites W3011823135 @default.
• W3199885257 cites W3036941175 @default.
• W3199885257 cites W3049313961 @default.
• W3199885257 cites W3130414335 @default.
• W3199885257 cites W3139048049 @default.
• W3199885257 cites W1192635585 @default.
• W3199885257 doi "https://doi.org/10.1016/j.comnet.2021.108453" @default.
• W3199885257 hasPublicationYear "2021" @default.
• W3199885257 type Work @default.
• W3199885257 sameAs 3199885257 @default.
• W3199885257 citedByCount "8" @default.
• W3199885257 countsByYear W31998852572022 @default.
• W3199885257 countsByYear W31998852572023 @default.
• W3199885257 crossrefType "journal-article" @default.
• W3199885257 hasAuthorship W3199885257A5006285552 @default.
• W3199885257 hasAuthorship W3199885257A5006314461 @default.
• W3199885257 hasAuthorship W3199885257A5015729019 @default.
• W3199885257 hasAuthorship W3199885257A5027847601 @default.
• W3199885257 hasAuthorship W3199885257A5053514011 @default.
• W3199885257 hasAuthorship W3199885257A5090984486 @default.
• W3199885257 hasConcept C110875604 @default.
• W3199885257 hasConcept C119857082 @default.
• W3199885257 hasConcept C127735637 @default.
• W3199885257 hasConcept C136764020 @default.
• W3199885257 hasConcept C14036430 @default.
• W3199885257 hasConcept C148483581 @default.
• W3199885257 hasConcept C154945302 @default.
• W3199885257 hasConcept C157310412 @default.
• W3199885257 hasConcept C158955206 @default.
• W3199885257 hasConcept C38652104 @default.
• W3199885257 hasConcept C41008148 @default.
• W3199885257 hasConcept C78458016 @default.
• W3199885257 hasConcept C81917197 @default.
• W3199885257 hasConcept C86803240 @default.
• W3199885257 hasConceptScore W3199885257C110875604 @default.
• W3199885257 hasConceptScore W3199885257C119857082 @default.
• W3199885257 hasConceptScore W3199885257C127735637 @default.
• W3199885257 hasConceptScore W3199885257C136764020 @default.
• W3199885257 hasConceptScore W3199885257C14036430 @default.
• W3199885257 hasConceptScore W3199885257C148483581 @default.
• W3199885257 hasConceptScore W3199885257C154945302 @default.
• W3199885257 hasConceptScore W3199885257C157310412 @default.
• W3199885257 hasConceptScore W3199885257C158955206 @default.
• W3199885257 hasConceptScore W3199885257C38652104 @default.
• W3199885257 hasConceptScore W3199885257C41008148 @default.
• W3199885257 hasConceptScore W3199885257C78458016 @default.
• W3199885257 hasConceptScore W3199885257C81917197 @default.
• W3199885257 hasConceptScore W3199885257C86803240 @default.
• W3199885257 hasFunder F4320313903 @default.
• W3199885257 hasFunder F4320320719 @default.
• W3199885257 hasLocation W31998852571 @default.
• W3199885257 hasOpenAccess W3199885257 @default.
• W3199885257 hasPrimaryLocation W31998852571 @default.
• W3199885257 hasRelatedWork W1502194589 @default.
• W3199885257 hasRelatedWork W1937320931 @default.
• W3199885257 hasRelatedWork W1965586806 @default.
• W3199885257 hasRelatedWork W2018000323 @default.
• W3199885257 hasRelatedWork W2075252441 @default.
• W3199885257 hasRelatedWork W2080521416 @default.
• W3199885257 hasRelatedWork W2403960249 @default.
• W3199885257 hasRelatedWork W2898345088 @default.
• W3199885257 hasRelatedWork W4293384513 @default.
• W3199885257 hasRelatedWork W4312290135 @default.
• W3199885257 hasVolume "199" @default.
• W3199885257 isParatext "false" @default.

• next