Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897049403> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W2897049403 abstract "Medical data streams processing becomes increasingly important since it extracts critical information from a continuous flow of patient data. Various types of problems have been studied on medical data streams, such as classification, clustering, anomaly detection, etc.; however, efficient evaluation of cumulative frequency queries has not been well studied. The cumulative frequency of patients’ status can play an instrumental role in monitoring the patients’ health conditions. Up to now, efficiently processing cumulative frequency queries on medical data streams is still a challenging task due to the large size of the incoming data. Therefore, in this paper, we propose a novel framework for processing the cumulative frequency queries over medical data streams to support the online medical decision. The proposed framework includes two components: data summarisation and dynamic maintenance. For data summarisation, we propose a hybrid approach that combines two data structures and exploits a classification algorithm to select the more efficient data structure for computing the cumulative frequency. For dynamic maintenance, we propose an incremental maintenance approach for updating the cumulative frequencies when new data arrive. The experimental results on a real dataset demonstrate the efficiency of the proposed approach." @default.
- W2897049403 created "2018-10-26" @default.
- W2897049403 creator A5025207179 @default.
- W2897049403 creator A5026677152 @default.
- W2897049403 creator A5028546502 @default.
- W2897049403 creator A5031638555 @default.
- W2897049403 creator A5032749574 @default.
- W2897049403 date "2018-01-01" @default.
- W2897049403 modified "2023-09-23" @default.
- W2897049403 title "A Framework for Processing Cumulative Frequency Queries over Medical Data Streams" @default.
- W2897049403 cites W1583029619 @default.
- W2897049403 cites W1979366459 @default.
- W2897049403 cites W1991400162 @default.
- W2897049403 cites W2006464219 @default.
- W2897049403 cites W2016544456 @default.
- W2897049403 cites W2137092658 @default.
- W2897049403 cites W2156449943 @default.
- W2897049403 cites W2547678721 @default.
- W2897049403 cites W2619058717 @default.
- W2897049403 cites W2620825641 @default.
- W2897049403 cites W2763627747 @default.
- W2897049403 cites W2775591346 @default.
- W2897049403 cites W2798603477 @default.
- W2897049403 cites W4245769056 @default.
- W2897049403 doi "https://doi.org/10.1007/978-3-030-02925-8_9" @default.
- W2897049403 hasPublicationYear "2018" @default.
- W2897049403 type Work @default.
- W2897049403 sameAs 2897049403 @default.
- W2897049403 citedByCount "3" @default.
- W2897049403 countsByYear W28970494032020 @default.
- W2897049403 crossrefType "book-chapter" @default.
- W2897049403 hasAuthorship W2897049403A5025207179 @default.
- W2897049403 hasAuthorship W2897049403A5026677152 @default.
- W2897049403 hasAuthorship W2897049403A5028546502 @default.
- W2897049403 hasAuthorship W2897049403A5031638555 @default.
- W2897049403 hasAuthorship W2897049403A5032749574 @default.
- W2897049403 hasConcept C119857082 @default.
- W2897049403 hasConcept C124101348 @default.
- W2897049403 hasConcept C2778484313 @default.
- W2897049403 hasConcept C41008148 @default.
- W2897049403 hasConcept C489000 @default.
- W2897049403 hasConcept C73555534 @default.
- W2897049403 hasConcept C739882 @default.
- W2897049403 hasConcept C76155785 @default.
- W2897049403 hasConcept C77088390 @default.
- W2897049403 hasConcept C89198739 @default.
- W2897049403 hasConceptScore W2897049403C119857082 @default.
- W2897049403 hasConceptScore W2897049403C124101348 @default.
- W2897049403 hasConceptScore W2897049403C2778484313 @default.
- W2897049403 hasConceptScore W2897049403C41008148 @default.
- W2897049403 hasConceptScore W2897049403C489000 @default.
- W2897049403 hasConceptScore W2897049403C73555534 @default.
- W2897049403 hasConceptScore W2897049403C739882 @default.
- W2897049403 hasConceptScore W2897049403C76155785 @default.
- W2897049403 hasConceptScore W2897049403C77088390 @default.
- W2897049403 hasConceptScore W2897049403C89198739 @default.
- W2897049403 hasLocation W28970494031 @default.
- W2897049403 hasOpenAccess W2897049403 @default.
- W2897049403 hasPrimaryLocation W28970494031 @default.
- W2897049403 hasRelatedWork W143378628 @default.
- W2897049403 hasRelatedWork W1515408468 @default.
- W2897049403 hasRelatedWork W1736169163 @default.
- W2897049403 hasRelatedWork W1832082785 @default.
- W2897049403 hasRelatedWork W1978688792 @default.
- W2897049403 hasRelatedWork W2082718569 @default.
- W2897049403 hasRelatedWork W2092919877 @default.
- W2897049403 hasRelatedWork W2106111846 @default.
- W2897049403 hasRelatedWork W2126220026 @default.
- W2897049403 hasRelatedWork W2161364365 @default.
- W2897049403 hasRelatedWork W2169855356 @default.
- W2897049403 hasRelatedWork W2342332897 @default.
- W2897049403 hasRelatedWork W2464261841 @default.
- W2897049403 hasRelatedWork W2585472988 @default.
- W2897049403 hasRelatedWork W2898072413 @default.
- W2897049403 hasRelatedWork W2929848775 @default.
- W2897049403 hasRelatedWork W3021197859 @default.
- W2897049403 hasRelatedWork W3041998491 @default.
- W2897049403 hasRelatedWork W3093958035 @default.
- W2897049403 hasRelatedWork W1698550797 @default.
- W2897049403 isParatext "false" @default.
- W2897049403 isRetracted "false" @default.
- W2897049403 magId "2897049403" @default.
- W2897049403 workType "book-chapter" @default.