Matches in SemOpenAlex for { <https://semopenalex.org/work/W2783646545> ?p ?o ?g. }
Showing items 1 to 79 of
79
with 100 items per page.
- W2783646545 abstract "Recently, real-time data brings explosion of big data that is challenged traditional data mining techniques. Analyzing data in real-time would allow making better decisions on realtime. Usually, big data contains many irrelevant and redundant data. Therefore, removing and discarding these data is essential. Streaming feature selection involving big data has generally been viewed as a solution for selecting informative features that lead to accurate learning models. In this paper we introduce an efficient algorithm for selection of features from a feature stream by online feature grouping. This technique will be useful in big data analytics due to its efficiency and scalability. The main contribution of this work is to solve the challenge of extremely high dimensional of big data by delivering the streaming feature grouping and selection algorithm. In our approach the algorithm is designed with the idea of grouping similar features to reduce the redundancy and to handle the stream of features in an online fashion. Experimental results have demonstrated that our proposed algorithm shown superior performance in terms of prediction accuracy and running time." @default.
- W2783646545 created "2018-01-26" @default.
- W2783646545 creator A5029798067 @default.
- W2783646545 creator A5078017671 @default.
- W2783646545 date "2017-10-01" @default.
- W2783646545 modified "2023-09-25" @default.
- W2783646545 title "Toward Optimal Streaming Feature Selection" @default.
- W2783646545 cites W1983150145 @default.
- W2783646545 cites W2017337590 @default.
- W2783646545 cites W2027902860 @default.
- W2783646545 cites W2066305262 @default.
- W2783646545 cites W2307705085 @default.
- W2783646545 doi "https://doi.org/10.1109/dsaa.2017.81" @default.
- W2783646545 hasPublicationYear "2017" @default.
- W2783646545 type Work @default.
- W2783646545 sameAs 2783646545 @default.
- W2783646545 citedByCount "5" @default.
- W2783646545 countsByYear W27836465452020 @default.
- W2783646545 countsByYear W27836465452022 @default.
- W2783646545 crossrefType "proceedings-article" @default.
- W2783646545 hasAuthorship W2783646545A5029798067 @default.
- W2783646545 hasAuthorship W2783646545A5078017671 @default.
- W2783646545 hasConcept C111919701 @default.
- W2783646545 hasConcept C119857082 @default.
- W2783646545 hasConcept C124101348 @default.
- W2783646545 hasConcept C138885662 @default.
- W2783646545 hasConcept C148483581 @default.
- W2783646545 hasConcept C152124472 @default.
- W2783646545 hasConcept C154945302 @default.
- W2783646545 hasConcept C2776401178 @default.
- W2783646545 hasConcept C2777611316 @default.
- W2783646545 hasConcept C2778484313 @default.
- W2783646545 hasConcept C41008148 @default.
- W2783646545 hasConcept C41895202 @default.
- W2783646545 hasConcept C48044578 @default.
- W2783646545 hasConcept C60777511 @default.
- W2783646545 hasConcept C7545210 @default.
- W2783646545 hasConcept C75684735 @default.
- W2783646545 hasConcept C76155785 @default.
- W2783646545 hasConcept C77088390 @default.
- W2783646545 hasConcept C81917197 @default.
- W2783646545 hasConcept C89198739 @default.
- W2783646545 hasConceptScore W2783646545C111919701 @default.
- W2783646545 hasConceptScore W2783646545C119857082 @default.
- W2783646545 hasConceptScore W2783646545C124101348 @default.
- W2783646545 hasConceptScore W2783646545C138885662 @default.
- W2783646545 hasConceptScore W2783646545C148483581 @default.
- W2783646545 hasConceptScore W2783646545C152124472 @default.
- W2783646545 hasConceptScore W2783646545C154945302 @default.
- W2783646545 hasConceptScore W2783646545C2776401178 @default.
- W2783646545 hasConceptScore W2783646545C2777611316 @default.
- W2783646545 hasConceptScore W2783646545C2778484313 @default.
- W2783646545 hasConceptScore W2783646545C41008148 @default.
- W2783646545 hasConceptScore W2783646545C41895202 @default.
- W2783646545 hasConceptScore W2783646545C48044578 @default.
- W2783646545 hasConceptScore W2783646545C60777511 @default.
- W2783646545 hasConceptScore W2783646545C7545210 @default.
- W2783646545 hasConceptScore W2783646545C75684735 @default.
- W2783646545 hasConceptScore W2783646545C76155785 @default.
- W2783646545 hasConceptScore W2783646545C77088390 @default.
- W2783646545 hasConceptScore W2783646545C81917197 @default.
- W2783646545 hasConceptScore W2783646545C89198739 @default.
- W2783646545 hasLocation W27836465451 @default.
- W2783646545 hasOpenAccess W2783646545 @default.
- W2783646545 hasPrimaryLocation W27836465451 @default.
- W2783646545 hasRelatedWork W1485530964 @default.
- W2783646545 hasRelatedWork W2026324356 @default.
- W2783646545 hasRelatedWork W2253527885 @default.
- W2783646545 hasRelatedWork W2545008743 @default.
- W2783646545 hasRelatedWork W2574092225 @default.
- W2783646545 hasRelatedWork W2783646545 @default.
- W2783646545 hasRelatedWork W2785412558 @default.
- W2783646545 hasRelatedWork W3028685348 @default.
- W2783646545 hasRelatedWork W4246591448 @default.
- W2783646545 hasRelatedWork W4285492980 @default.
- W2783646545 isParatext "false" @default.
- W2783646545 isRetracted "false" @default.
- W2783646545 magId "2783646545" @default.
- W2783646545 workType "article" @default.