Matches in SemOpenAlex for { <https://semopenalex.org/work/W186819605> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W186819605 endingPage "463" @default.
- W186819605 startingPage "458" @default.
- W186819605 abstract "Classification of network traffic is the essential step for many network researches. However, with the rapid evolution of Internet applications the effectiveness of the port-based or payload-based identification approaches has been greatly diminished in recent years. And many researchers begin to turn their attentions to an alternative machine learning based method. This paper presents a novel machine learning-based classification model, which combines ensemble learning paradigm with co-training techniques. Compared to previous approaches, most of which only employed single classifier, multiple classifiers and semi-supervised learning are applied in our method and it mainly helps to overcome three shortcomings: limited flow accuracy rate, weak adaptability and huge demand of labeled training set. In this paper, statistical characteristics of IP flows are extracted from the packet level traces to establish the feature set, then the classification model is created and tested and the empirical results prove its feasibility and effectiveness." @default.
- W186819605 created "2016-06-24" @default.
- W186819605 creator A5040245092 @default.
- W186819605 creator A5057096188 @default.
- W186819605 creator A5067265615 @default.
- W186819605 creator A5071672663 @default.
- W186819605 creator A5073459998 @default.
- W186819605 date "2008-08-20" @default.
- W186819605 modified "2023-09-23" @default.
- W186819605 title "Traffic classification using en-semble learning and co-training" @default.
- W186819605 cites W2041855183 @default.
- W186819605 cites W2048679005 @default.
- W186819605 cites W2079359777 @default.
- W186819605 cites W2098191394 @default.
- W186819605 cites W2100128988 @default.
- W186819605 cites W2119271160 @default.
- W186819605 cites W2120955848 @default.
- W186819605 cites W2122226347 @default.
- W186819605 cites W2133473417 @default.
- W186819605 cites W2134004786 @default.
- W186819605 cites W2142215216 @default.
- W186819605 cites W2144098589 @default.
- W186819605 cites W2157349061 @default.
- W186819605 cites W2912934387 @default.
- W186819605 hasPublicationYear "2008" @default.
- W186819605 type Work @default.
- W186819605 sameAs 186819605 @default.
- W186819605 citedByCount "2" @default.
- W186819605 crossrefType "journal-article" @default.
- W186819605 hasAuthorship W186819605A5040245092 @default.
- W186819605 hasAuthorship W186819605A5057096188 @default.
- W186819605 hasAuthorship W186819605A5067265615 @default.
- W186819605 hasAuthorship W186819605A5071672663 @default.
- W186819605 hasAuthorship W186819605A5073459998 @default.
- W186819605 hasConcept C110875604 @default.
- W186819605 hasConcept C119857082 @default.
- W186819605 hasConcept C124101348 @default.
- W186819605 hasConcept C134066672 @default.
- W186819605 hasConcept C136764020 @default.
- W186819605 hasConcept C154945302 @default.
- W186819605 hasConcept C158379750 @default.
- W186819605 hasConcept C169988225 @default.
- W186819605 hasConcept C177606310 @default.
- W186819605 hasConcept C18903297 @default.
- W186819605 hasConcept C2776959682 @default.
- W186819605 hasConcept C31258907 @default.
- W186819605 hasConcept C41008148 @default.
- W186819605 hasConcept C45942800 @default.
- W186819605 hasConcept C58973888 @default.
- W186819605 hasConcept C86803240 @default.
- W186819605 hasConcept C95623464 @default.
- W186819605 hasConceptScore W186819605C110875604 @default.
- W186819605 hasConceptScore W186819605C119857082 @default.
- W186819605 hasConceptScore W186819605C124101348 @default.
- W186819605 hasConceptScore W186819605C134066672 @default.
- W186819605 hasConceptScore W186819605C136764020 @default.
- W186819605 hasConceptScore W186819605C154945302 @default.
- W186819605 hasConceptScore W186819605C158379750 @default.
- W186819605 hasConceptScore W186819605C169988225 @default.
- W186819605 hasConceptScore W186819605C177606310 @default.
- W186819605 hasConceptScore W186819605C18903297 @default.
- W186819605 hasConceptScore W186819605C2776959682 @default.
- W186819605 hasConceptScore W186819605C31258907 @default.
- W186819605 hasConceptScore W186819605C41008148 @default.
- W186819605 hasConceptScore W186819605C45942800 @default.
- W186819605 hasConceptScore W186819605C58973888 @default.
- W186819605 hasConceptScore W186819605C86803240 @default.
- W186819605 hasConceptScore W186819605C95623464 @default.
- W186819605 hasLocation W1868196051 @default.
- W186819605 hasOpenAccess W186819605 @default.
- W186819605 hasPrimaryLocation W1868196051 @default.
- W186819605 hasRelatedWork W1072516966 @default.
- W186819605 hasRelatedWork W1496540370 @default.
- W186819605 hasRelatedWork W1976612711 @default.
- W186819605 hasRelatedWork W2105259927 @default.
- W186819605 hasRelatedWork W2109093395 @default.
- W186819605 hasRelatedWork W2117210878 @default.
- W186819605 hasRelatedWork W2123705844 @default.
- W186819605 hasRelatedWork W2268353354 @default.
- W186819605 hasRelatedWork W2323736524 @default.
- W186819605 hasRelatedWork W2357680947 @default.
- W186819605 hasRelatedWork W2536636791 @default.
- W186819605 hasRelatedWork W2542350661 @default.
- W186819605 hasRelatedWork W2794833484 @default.
- W186819605 hasRelatedWork W2902572978 @default.
- W186819605 hasRelatedWork W2904713997 @default.
- W186819605 hasRelatedWork W2913691705 @default.
- W186819605 hasRelatedWork W2954879405 @default.
- W186819605 hasRelatedWork W2978228585 @default.
- W186819605 hasRelatedWork W3147030931 @default.
- W186819605 hasRelatedWork W3179257808 @default.
- W186819605 isParatext "false" @default.
- W186819605 isRetracted "false" @default.
- W186819605 magId "186819605" @default.
- W186819605 workType "article" @default.