Matches in SemOpenAlex for { <https://semopenalex.org/work/W2096790295> ?p ?o ?g. }
Showing items 1 to 68 of
68
with 100 items per page.
- W2096790295 abstract "Most term weighting schemes for text document clustering depend on the term frequency based analysis of the text contents. A shortcoming of these indexing schemes, which consider only the occurrences of the terms in a document, is that they have some limitations in filtering out noise in most cases. In this paper, we propose a novel weighting approach using fusion technique that can be combined with wavelet-based estimation to achieve consistent improvements in the clustering. Our approach involves three steps: (1) term frequency (TF) weighting scheme, (2) multiple wavelets estimating, and (3) data fusion. Specifically, we apply the wavelet with different scales to produce different estimation values of the original TF, and use the fusion of these different values as new features for clustering the documents. The conducted experiments of clustering the documents from RETURES corpus verify that our weighting schemes using wavelet and fusion techniques reduces effectively the noise and improves clustering performance evaluated using the entropy and F_measure." @default.
- W2096790295 created "2016-06-24" @default.
- W2096790295 creator A5048698040 @default.
- W2096790295 creator A5071026118 @default.
- W2096790295 creator A5090951840 @default.
- W2096790295 date "2008-03-01" @default.
- W2096790295 modified "2023-10-06" @default.
- W2096790295 title "Enhanced document clustering using fusion of multiscale wavelet decomposition" @default.
- W2096790295 cites W1502706994 @default.
- W2096790295 cites W1557693712 @default.
- W2096790295 cites W1651093245 @default.
- W2096790295 cites W1679913846 @default.
- W2096790295 cites W1936135814 @default.
- W2096790295 cites W2132984323 @default.
- W2096790295 cites W2144219012 @default.
- W2096790295 cites W2147840212 @default.
- W2096790295 doi "https://doi.org/10.1109/aiccsa.2008.4493632" @default.
- W2096790295 hasPublicationYear "2008" @default.
- W2096790295 type Work @default.
- W2096790295 sameAs 2096790295 @default.
- W2096790295 citedByCount "2" @default.
- W2096790295 crossrefType "proceedings-article" @default.
- W2096790295 hasAuthorship W2096790295A5048698040 @default.
- W2096790295 hasAuthorship W2096790295A5071026118 @default.
- W2096790295 hasAuthorship W2096790295A5090951840 @default.
- W2096790295 hasConcept C106301342 @default.
- W2096790295 hasConcept C121332964 @default.
- W2096790295 hasConcept C124101348 @default.
- W2096790295 hasConcept C126838900 @default.
- W2096790295 hasConcept C153180895 @default.
- W2096790295 hasConcept C154945302 @default.
- W2096790295 hasConcept C183115368 @default.
- W2096790295 hasConcept C41008148 @default.
- W2096790295 hasConcept C47432892 @default.
- W2096790295 hasConcept C61797465 @default.
- W2096790295 hasConcept C62520636 @default.
- W2096790295 hasConcept C71924100 @default.
- W2096790295 hasConcept C73555534 @default.
- W2096790295 hasConceptScore W2096790295C106301342 @default.
- W2096790295 hasConceptScore W2096790295C121332964 @default.
- W2096790295 hasConceptScore W2096790295C124101348 @default.
- W2096790295 hasConceptScore W2096790295C126838900 @default.
- W2096790295 hasConceptScore W2096790295C153180895 @default.
- W2096790295 hasConceptScore W2096790295C154945302 @default.
- W2096790295 hasConceptScore W2096790295C183115368 @default.
- W2096790295 hasConceptScore W2096790295C41008148 @default.
- W2096790295 hasConceptScore W2096790295C47432892 @default.
- W2096790295 hasConceptScore W2096790295C61797465 @default.
- W2096790295 hasConceptScore W2096790295C62520636 @default.
- W2096790295 hasConceptScore W2096790295C71924100 @default.
- W2096790295 hasConceptScore W2096790295C73555534 @default.
- W2096790295 hasLocation W20967902951 @default.
- W2096790295 hasOpenAccess W2096790295 @default.
- W2096790295 hasPrimaryLocation W20967902951 @default.
- W2096790295 hasRelatedWork W1588204645 @default.
- W2096790295 hasRelatedWork W1983185712 @default.
- W2096790295 hasRelatedWork W2125986988 @default.
- W2096790295 hasRelatedWork W2148116311 @default.
- W2096790295 hasRelatedWork W2283281090 @default.
- W2096790295 hasRelatedWork W2541950815 @default.
- W2096790295 hasRelatedWork W2874540278 @default.
- W2096790295 hasRelatedWork W3005667058 @default.
- W2096790295 hasRelatedWork W3164749183 @default.
- W2096790295 hasRelatedWork W810659553 @default.
- W2096790295 isParatext "false" @default.
- W2096790295 isRetracted "false" @default.
- W2096790295 magId "2096790295" @default.
- W2096790295 workType "article" @default.