Matches in SemOpenAlex for { <https://semopenalex.org/work/W2337396574> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2337396574 endingPage "1159" @default.
- W2337396574 startingPage "1149" @default.
- W2337396574 abstract "Statistical measure of finding Similar Sentences using a novel Fuzzy clustering algorithm framework is developed which organizes text from one or more documents into different clusters. The traditional fuzzy clustering approaches are not applicable to sentence clustering because most sentence similarity measures do not represent sentences in a common metric space. An enhanced Fuzzy clustering algorithm is applied in the sentence of datasets to group the related sentences. Page Rank algorithm highlights the more relevant inter clusters which interprets the Page-Rank score of an object. Expectation- Maximization (EM) framework has been developed in order to predict the overlapping clusters of semantically related sentences. Quotations dataset and News article dataset empirically implies the Similarity measure of matching Semantically Similar Sentences in which our system out performs the baseline method and projection methods. Our proposed method performs 34% higher in similarity scoring of related sentences. It also analyzes the clustering performance in terms of Entropy and Purity which yields more Purity and less Entropy. Our Experimental results demonstrates that our method is capable of identifying the overlapping clusters of semantically related sentences, and can be used in a variety of text mining tasks." @default.
- W2337396574 created "2016-06-24" @default.
- W2337396574 creator A5059193711 @default.
- W2337396574 creator A5083908891 @default.
- W2337396574 date "2015-01-01" @default.
- W2337396574 modified "2023-09-25" @default.
- W2337396574 title "An Enhanced Fuzzy Clustering and Expectation Maximization Framework based Matching Semantically Similar Sentences" @default.
- W2337396574 cites W2012179416 @default.
- W2337396574 cites W2034721576 @default.
- W2337396574 cites W2089391273 @default.
- W2337396574 cites W2121184547 @default.
- W2337396574 cites W2136930489 @default.
- W2337396574 cites W2148374900 @default.
- W2337396574 cites W4213009331 @default.
- W2337396574 cites W6263027 @default.
- W2337396574 doi "https://doi.org/10.1016/j.procs.2015.07.406" @default.
- W2337396574 hasPublicationYear "2015" @default.
- W2337396574 type Work @default.
- W2337396574 sameAs 2337396574 @default.
- W2337396574 citedByCount "3" @default.
- W2337396574 countsByYear W23373965742018 @default.
- W2337396574 countsByYear W23373965742022 @default.
- W2337396574 crossrefType "journal-article" @default.
- W2337396574 hasAuthorship W2337396574A5059193711 @default.
- W2337396574 hasAuthorship W2337396574A5083908891 @default.
- W2337396574 hasBestOaLocation W23373965741 @default.
- W2337396574 hasConcept C106301342 @default.
- W2337396574 hasConcept C114614502 @default.
- W2337396574 hasConcept C121332964 @default.
- W2337396574 hasConcept C124101348 @default.
- W2337396574 hasConcept C130318100 @default.
- W2337396574 hasConcept C153180895 @default.
- W2337396574 hasConcept C154945302 @default.
- W2337396574 hasConcept C164226766 @default.
- W2337396574 hasConcept C17212007 @default.
- W2337396574 hasConcept C204321447 @default.
- W2337396574 hasConcept C2776517306 @default.
- W2337396574 hasConcept C2777530160 @default.
- W2337396574 hasConcept C33923547 @default.
- W2337396574 hasConcept C41008148 @default.
- W2337396574 hasConcept C62520636 @default.
- W2337396574 hasConcept C73555534 @default.
- W2337396574 hasConcept C94641424 @default.
- W2337396574 hasConceptScore W2337396574C106301342 @default.
- W2337396574 hasConceptScore W2337396574C114614502 @default.
- W2337396574 hasConceptScore W2337396574C121332964 @default.
- W2337396574 hasConceptScore W2337396574C124101348 @default.
- W2337396574 hasConceptScore W2337396574C130318100 @default.
- W2337396574 hasConceptScore W2337396574C153180895 @default.
- W2337396574 hasConceptScore W2337396574C154945302 @default.
- W2337396574 hasConceptScore W2337396574C164226766 @default.
- W2337396574 hasConceptScore W2337396574C17212007 @default.
- W2337396574 hasConceptScore W2337396574C204321447 @default.
- W2337396574 hasConceptScore W2337396574C2776517306 @default.
- W2337396574 hasConceptScore W2337396574C2777530160 @default.
- W2337396574 hasConceptScore W2337396574C33923547 @default.
- W2337396574 hasConceptScore W2337396574C41008148 @default.
- W2337396574 hasConceptScore W2337396574C62520636 @default.
- W2337396574 hasConceptScore W2337396574C73555534 @default.
- W2337396574 hasConceptScore W2337396574C94641424 @default.
- W2337396574 hasLocation W23373965741 @default.
- W2337396574 hasOpenAccess W2337396574 @default.
- W2337396574 hasPrimaryLocation W23373965741 @default.
- W2337396574 hasRelatedWork W1987634878 @default.
- W2337396574 hasRelatedWork W2164497202 @default.
- W2337396574 hasRelatedWork W2165695836 @default.
- W2337396574 hasRelatedWork W2398543122 @default.
- W2337396574 hasRelatedWork W2540776335 @default.
- W2337396574 hasRelatedWork W2564491406 @default.
- W2337396574 hasRelatedWork W2970954390 @default.
- W2337396574 hasRelatedWork W3168768270 @default.
- W2337396574 hasRelatedWork W4220795558 @default.
- W2337396574 hasRelatedWork W1491908038 @default.
- W2337396574 hasVolume "57" @default.
- W2337396574 isParatext "false" @default.
- W2337396574 isRetracted "false" @default.
- W2337396574 magId "2337396574" @default.
- W2337396574 workType "article" @default.