FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2101649596> ?p ?o ?g. }

• W2101649596 abstract "The existence of BLAST sequence comparison algorithm and microarray technology are among the reasons that make bioinformatics the domain with the most abundant large relational datasets. For example, by BLAST-ing the genes of the human genome (around 30,000 genes) we obtain a 30,000 by 30,000 distance matrix. This matrix can not be currently stored in the memory of a typical desktop PC. In the same time, clustering the resulting matrix using a fuzzy relational clustering algorithm such as Non-Euclidean Fuzzy C-means (NERFCM) requires prior knowledge of the number of clusters existent in the data set. The question is, how can we evaluate the number of clusters if we can't even load the matrix in the memory our PC? To address this problem, we propose to extend the correlation cluster validity (CCV) that we introduced in a previous paper, denoting the new validity measure as eCCV. eCCV consists of two steps: first sampling of the large matrix followed by the estimation of the number of cluster employing CCV of the sampled data. The sampling strategy produces also a significant processing speedup. We illustrate eCCV properties on a large synthetic dataset and on a large subset of human genes obtained from the RefSeq database." @default.
• W2101649596 created "2016-06-24" @default.
• W2101649596 creator A5018303984 @default.
• W2101649596 creator A5043324448 @default.
• W2101649596 creator A5060329217 @default.
• W2101649596 date "2009-08-01" @default.
• W2101649596 modified "2023-09-26" @default.
• W2101649596 title "eCCV: A new fuzzy cluster validity measure for large relational bioinformatics datasets" @default.
• W2101649596 cites W1996510517 @default.
• W2101649596 cites W1996747841 @default.
• W2101649596 cites W2034986427 @default.
• W2101649596 cites W2090582154 @default.
• W2101649596 cites W2107903949 @default.
• W2101649596 cites W2112082806 @default.
• W2101649596 cites W2113076747 @default.
• W2101649596 cites W2114320437 @default.
• W2101649596 cites W2124166542 @default.
• W2101649596 cites W2170590171 @default.
• W2101649596 cites W383694042 @default.
• W2101649596 cites W4236236547 @default.
• W2101649596 cites W4246274742 @default.
• W2101649596 doi "https://doi.org/10.1109/fuzzy.2009.5277214" @default.
• W2101649596 hasPublicationYear "2009" @default.
• W2101649596 type Work @default.
• W2101649596 sameAs 2101649596 @default.
• W2101649596 citedByCount "4" @default.
• W2101649596 countsByYear W21016495962013 @default.
• W2101649596 countsByYear W21016495962020 @default.
• W2101649596 countsByYear W21016495962021 @default.
• W2101649596 crossrefType "proceedings-article" @default.
• W2101649596 hasAuthorship W2101649596A5018303984 @default.
• W2101649596 hasAuthorship W2101649596A5043324448 @default.
• W2101649596 hasAuthorship W2101649596A5060329217 @default.
• W2101649596 hasConcept C104317684 @default.
• W2101649596 hasConcept C106131492 @default.
• W2101649596 hasConcept C106487976 @default.
• W2101649596 hasConcept C111208986 @default.
• W2101649596 hasConcept C11413529 @default.
• W2101649596 hasConcept C120174047 @default.
• W2101649596 hasConcept C124101348 @default.
• W2101649596 hasConcept C140779682 @default.
• W2101649596 hasConcept C141231307 @default.
• W2101649596 hasConcept C151810110 @default.
• W2101649596 hasConcept C154945302 @default.
• W2101649596 hasConcept C159985019 @default.
• W2101649596 hasConcept C17212007 @default.
• W2101649596 hasConcept C173608175 @default.
• W2101649596 hasConcept C177264268 @default.
• W2101649596 hasConcept C192562407 @default.
• W2101649596 hasConcept C199360897 @default.
• W2101649596 hasConcept C2780009758 @default.
• W2101649596 hasConcept C31972630 @default.
• W2101649596 hasConcept C41008148 @default.
• W2101649596 hasConcept C55493867 @default.
• W2101649596 hasConcept C58166 @default.
• W2101649596 hasConcept C68339613 @default.
• W2101649596 hasConcept C73555534 @default.
• W2101649596 hasConcept C86803240 @default.
• W2101649596 hasConceptScore W2101649596C104317684 @default.
• W2101649596 hasConceptScore W2101649596C106131492 @default.
• W2101649596 hasConceptScore W2101649596C106487976 @default.
• W2101649596 hasConceptScore W2101649596C111208986 @default.
• W2101649596 hasConceptScore W2101649596C11413529 @default.
• W2101649596 hasConceptScore W2101649596C120174047 @default.
• W2101649596 hasConceptScore W2101649596C124101348 @default.
• W2101649596 hasConceptScore W2101649596C140779682 @default.
• W2101649596 hasConceptScore W2101649596C141231307 @default.
• W2101649596 hasConceptScore W2101649596C151810110 @default.
• W2101649596 hasConceptScore W2101649596C154945302 @default.
• W2101649596 hasConceptScore W2101649596C159985019 @default.
• W2101649596 hasConceptScore W2101649596C17212007 @default.
• W2101649596 hasConceptScore W2101649596C173608175 @default.
• W2101649596 hasConceptScore W2101649596C177264268 @default.
• W2101649596 hasConceptScore W2101649596C192562407 @default.
• W2101649596 hasConceptScore W2101649596C199360897 @default.
• W2101649596 hasConceptScore W2101649596C2780009758 @default.
• W2101649596 hasConceptScore W2101649596C31972630 @default.
• W2101649596 hasConceptScore W2101649596C41008148 @default.
• W2101649596 hasConceptScore W2101649596C55493867 @default.
• W2101649596 hasConceptScore W2101649596C58166 @default.
• W2101649596 hasConceptScore W2101649596C68339613 @default.
• W2101649596 hasConceptScore W2101649596C73555534 @default.
• W2101649596 hasConceptScore W2101649596C86803240 @default.
• W2101649596 hasLocation W21016495961 @default.
• W2101649596 hasOpenAccess W2101649596 @default.
• W2101649596 hasPrimaryLocation W21016495961 @default.
• W2101649596 hasRelatedWork W1651758544 @default.
• W2101649596 hasRelatedWork W1978216482 @default.
• W2101649596 hasRelatedWork W2044321793 @default.
• W2101649596 hasRelatedWork W2048074632 @default.
• W2101649596 hasRelatedWork W2057712948 @default.
• W2101649596 hasRelatedWork W2060048978 @default.
• W2101649596 hasRelatedWork W2094511392 @default.
• W2101649596 hasRelatedWork W2098071561 @default.
• W2101649596 hasRelatedWork W2128309882 @default.
• W2101649596 hasRelatedWork W2140207040 @default.
• W2101649596 hasRelatedWork W2149230623 @default.
• W2101649596 hasRelatedWork W2152935492 @default.
• W2101649596 hasRelatedWork W2156174513 @default.
• W2101649596 hasRelatedWork W2162445468 @default.

• next