Matches in SemOpenAlex for { <https://semopenalex.org/work/W1567605630> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W1567605630 endingPage "246" @default.
- W1567605630 startingPage "235" @default.
- W1567605630 abstract "This article investigates internet commerce security applications of a novel combined method, which uses unsupervised consensus clustering algorithms in combination with supervised classification methods. First, a variety of independent clustering algorithms are applied to a randomized sample of data. Second, several consensus functions and sophisticated algorithms are used to combine these independent clusterings into one final consensus clustering. Third, the consensus clustering of the randomized sample is used as a training set to train several fast supervised classification algorithms. Finally, these fast classification algorithms are used to classify the whole large data set. One of the advantages of this approach is in its ability to facilitate the inclusion of contributions from domain experts in order to adjust the training set created by consensus clustering. We apply this approach to profiling phishing emails selected from a very large data set supplied by the industry partners of the Centre for Informatics and Applied Optimization. Our experiments compare the performance of several classification algorithms incorporated in this scheme." @default.
- W1567605630 created "2016-06-24" @default.
- W1567605630 creator A5013103385 @default.
- W1567605630 creator A5032749222 @default.
- W1567605630 creator A5048317892 @default.
- W1567605630 creator A5069403329 @default.
- W1567605630 date "2010-01-01" @default.
- W1567605630 modified "2023-10-11" @default.
- W1567605630 title "Consensus Clustering and Supervised Classification for Profiling Phishing Emails in Internet Commerce Security" @default.
- W1567605630 cites W1482759460 @default.
- W1567605630 cites W1588496946 @default.
- W1567605630 cites W1992419399 @default.
- W1567605630 cites W2097645701 @default.
- W1567605630 cites W2117067575 @default.
- W1567605630 cites W2134750673 @default.
- W1567605630 cites W2139580617 @default.
- W1567605630 cites W2140405352 @default.
- W1567605630 cites W2140430159 @default.
- W1567605630 cites W2152987130 @default.
- W1567605630 cites W2167372977 @default.
- W1567605630 cites W35043963 @default.
- W1567605630 doi "https://doi.org/10.1007/978-3-642-15037-1_20" @default.
- W1567605630 hasPublicationYear "2010" @default.
- W1567605630 type Work @default.
- W1567605630 sameAs 1567605630 @default.
- W1567605630 citedByCount "33" @default.
- W1567605630 countsByYear W15676056302012 @default.
- W1567605630 countsByYear W15676056302013 @default.
- W1567605630 countsByYear W15676056302014 @default.
- W1567605630 countsByYear W15676056302015 @default.
- W1567605630 countsByYear W15676056302016 @default.
- W1567605630 countsByYear W15676056302017 @default.
- W1567605630 countsByYear W15676056302018 @default.
- W1567605630 countsByYear W15676056302019 @default.
- W1567605630 countsByYear W15676056302020 @default.
- W1567605630 countsByYear W15676056302021 @default.
- W1567605630 countsByYear W15676056302022 @default.
- W1567605630 crossrefType "book-chapter" @default.
- W1567605630 hasAuthorship W1567605630A5013103385 @default.
- W1567605630 hasAuthorship W1567605630A5032749222 @default.
- W1567605630 hasAuthorship W1567605630A5048317892 @default.
- W1567605630 hasAuthorship W1567605630A5069403329 @default.
- W1567605630 hasBestOaLocation W15676056302 @default.
- W1567605630 hasConcept C104047586 @default.
- W1567605630 hasConcept C110875604 @default.
- W1567605630 hasConcept C111919701 @default.
- W1567605630 hasConcept C119857082 @default.
- W1567605630 hasConcept C124101348 @default.
- W1567605630 hasConcept C136764020 @default.
- W1567605630 hasConcept C154945302 @default.
- W1567605630 hasConcept C186767784 @default.
- W1567605630 hasConcept C187191949 @default.
- W1567605630 hasConcept C41008148 @default.
- W1567605630 hasConcept C73555534 @default.
- W1567605630 hasConcept C94641424 @default.
- W1567605630 hasConceptScore W1567605630C104047586 @default.
- W1567605630 hasConceptScore W1567605630C110875604 @default.
- W1567605630 hasConceptScore W1567605630C111919701 @default.
- W1567605630 hasConceptScore W1567605630C119857082 @default.
- W1567605630 hasConceptScore W1567605630C124101348 @default.
- W1567605630 hasConceptScore W1567605630C136764020 @default.
- W1567605630 hasConceptScore W1567605630C154945302 @default.
- W1567605630 hasConceptScore W1567605630C186767784 @default.
- W1567605630 hasConceptScore W1567605630C187191949 @default.
- W1567605630 hasConceptScore W1567605630C41008148 @default.
- W1567605630 hasConceptScore W1567605630C73555534 @default.
- W1567605630 hasConceptScore W1567605630C94641424 @default.
- W1567605630 hasLocation W15676056301 @default.
- W1567605630 hasLocation W15676056302 @default.
- W1567605630 hasOpenAccess W1567605630 @default.
- W1567605630 hasPrimaryLocation W15676056301 @default.
- W1567605630 hasRelatedWork W1536496053 @default.
- W1567605630 hasRelatedWork W2036275527 @default.
- W1567605630 hasRelatedWork W2047852079 @default.
- W1567605630 hasRelatedWork W2525029050 @default.
- W1567605630 hasRelatedWork W2626264717 @default.
- W1567605630 hasRelatedWork W2884662492 @default.
- W1567605630 hasRelatedWork W3192757256 @default.
- W1567605630 hasRelatedWork W3197105638 @default.
- W1567605630 hasRelatedWork W4200404937 @default.
- W1567605630 hasRelatedWork W2559914783 @default.
- W1567605630 isParatext "false" @default.
- W1567605630 isRetracted "false" @default.
- W1567605630 magId "1567605630" @default.
- W1567605630 workType "book-chapter" @default.