FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2163909061> ?p ?o ?g. }

• W2163909061 endingPage "16" @default.
• W2163909061 startingPage "1" @default.
• W2163909061 abstract "Earlier on, a conceptual design on the real-time clinical decision support system (rt-CDSS) with data stream mining was proposed and published. The new system is introduced that can analyze medical data streams and can make real-time prediction. This system is based on a stream mining algorithm called VFDT. The VFDT is extended with the capability of using pointers to allow the decision tree to remember the mapping relationship between leaf nodes and the history records. In this paper, which is a sequel to the rt-CDSS design, several popular machine learning algorithms are investigated for their suitability to be a candidate in the implementation of classifier at the rt-CDSS. A classifier essentially needs to accurately map the events inputted to the system into one of the several predefined classes of assessments, such that the rt-CDSS can follow up with the prescribed remedies being recommended to the clinicians. For a real-time system like rt-CDSS, the major technological challenges lie in the capability of the classifier to process, analyze and classify the dynamic input data, quickly and upmost reliably. An experimental comparison is conducted. This paper contributes to the insight of choosing and embedding a stream mining classifier into rt-CDSS with a case study of diabetes therapy." @default.
• W2163909061 created "2016-06-24" @default.
• W2163909061 creator A5005050397 @default.
• W2163909061 creator A5022802322 @default.
• W2163909061 creator A5042825766 @default.
• W2163909061 creator A5057095588 @default.
• W2163909061 creator A5086422507 @default.
• W2163909061 date "2013-01-01" @default.
• W2163909061 modified "2023-10-12" @default.
• W2163909061 title "Evaluation of Stream Mining Classifiers for Real-Time Clinical Decision Support System: A Case Study of Blood Glucose Prediction in Diabetes Therapy" @default.
• W2163909061 cites W1988752642 @default.
• W2163909061 cites W2019243265 @default.
• W2163909061 cites W2046831337 @default.
• W2163909061 cites W2084433447 @default.
• W2163909061 cites W2087682741 @default.
• W2163909061 cites W2088205890 @default.
• W2163909061 cites W2091806250 @default.
• W2163909061 cites W2100368765 @default.
• W2163909061 cites W2124597166 @default.
• W2163909061 cites W2143472703 @default.
• W2163909061 cites W2149576945 @default.
• W2163909061 cites W2152348107 @default.
• W2163909061 cites W2157380312 @default.
• W2163909061 cites W2159312907 @default.
• W2163909061 cites W2164974490 @default.
• W2163909061 doi "https://doi.org/10.1155/2013/274193" @default.
• W2163909061 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3791638" @default.
• W2163909061 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/24163813" @default.
• W2163909061 hasPublicationYear "2013" @default.
• W2163909061 type Work @default.
• W2163909061 sameAs 2163909061 @default.
• W2163909061 citedByCount "19" @default.
• W2163909061 countsByYear W21639090612015 @default.
• W2163909061 countsByYear W21639090612016 @default.
• W2163909061 countsByYear W21639090612017 @default.
• W2163909061 countsByYear W21639090612018 @default.
• W2163909061 countsByYear W21639090612019 @default.
• W2163909061 countsByYear W21639090612020 @default.
• W2163909061 countsByYear W21639090612021 @default.
• W2163909061 countsByYear W21639090612022 @default.
• W2163909061 crossrefType "journal-article" @default.
• W2163909061 hasAuthorship W2163909061A5005050397 @default.
• W2163909061 hasAuthorship W2163909061A5022802322 @default.
• W2163909061 hasAuthorship W2163909061A5042825766 @default.
• W2163909061 hasAuthorship W2163909061A5057095588 @default.
• W2163909061 hasAuthorship W2163909061A5086422507 @default.
• W2163909061 hasBestOaLocation W21639090611 @default.
• W2163909061 hasConcept C107327155 @default.
• W2163909061 hasConcept C119857082 @default.
• W2163909061 hasConcept C124101348 @default.
• W2163909061 hasConcept C127413603 @default.
• W2163909061 hasConcept C154945302 @default.
• W2163909061 hasConcept C2778484313 @default.
• W2163909061 hasConcept C2986909951 @default.
• W2163909061 hasConcept C41008148 @default.
• W2163909061 hasConcept C42475967 @default.
• W2163909061 hasConcept C5481197 @default.
• W2163909061 hasConcept C63527458 @default.
• W2163909061 hasConcept C76155785 @default.
• W2163909061 hasConcept C84525736 @default.
• W2163909061 hasConcept C89198739 @default.
• W2163909061 hasConcept C95623464 @default.
• W2163909061 hasConceptScore W2163909061C107327155 @default.
• W2163909061 hasConceptScore W2163909061C119857082 @default.
• W2163909061 hasConceptScore W2163909061C124101348 @default.
• W2163909061 hasConceptScore W2163909061C127413603 @default.
• W2163909061 hasConceptScore W2163909061C154945302 @default.
• W2163909061 hasConceptScore W2163909061C2778484313 @default.
• W2163909061 hasConceptScore W2163909061C2986909951 @default.
• W2163909061 hasConceptScore W2163909061C41008148 @default.
• W2163909061 hasConceptScore W2163909061C42475967 @default.
• W2163909061 hasConceptScore W2163909061C5481197 @default.
• W2163909061 hasConceptScore W2163909061C63527458 @default.
• W2163909061 hasConceptScore W2163909061C76155785 @default.
• W2163909061 hasConceptScore W2163909061C84525736 @default.
• W2163909061 hasConceptScore W2163909061C89198739 @default.
• W2163909061 hasConceptScore W2163909061C95623464 @default.
• W2163909061 hasFunder F4320322841 @default.
• W2163909061 hasLocation W21639090611 @default.
• W2163909061 hasLocation W21639090612 @default.
• W2163909061 hasLocation W21639090613 @default.
• W2163909061 hasLocation W21639090614 @default.
• W2163909061 hasLocation W21639090615 @default.
• W2163909061 hasOpenAccess W2163909061 @default.
• W2163909061 hasPrimaryLocation W21639090611 @default.
• W2163909061 hasRelatedWork W1646313322 @default.
• W2163909061 hasRelatedWork W1660343246 @default.
• W2163909061 hasRelatedWork W1888905147 @default.
• W2163909061 hasRelatedWork W1966256265 @default.
• W2163909061 hasRelatedWork W2163909061 @default.
• W2163909061 hasRelatedWork W2355681927 @default.
• W2163909061 hasRelatedWork W2492122152 @default.
• W2163909061 hasRelatedWork W2545008743 @default.
• W2163909061 hasRelatedWork W2893008024 @default.
• W2163909061 hasRelatedWork W3166286285 @default.
• W2163909061 hasVolume "2013" @default.
• W2163909061 isParatext "false" @default.
• W2163909061 isRetracted "false" @default.

• next