FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3131242005> ?p ?o ?g. }

• W3131242005 endingPage "107177" @default.
• W3131242005 startingPage "107177" @default.
• W3131242005 abstract "Biclustering is an unsupervised classification technique that plays an increasingly important role in the study of modern biology. This data mining technique has provided answers to several challenges raised by the analysis of biological data and more particularly the analysis of gene expression data. It aims to cluster simultaneously genes and conditions. These unsupervised techniques are based essentially on the assumption that the extraction of the co-expressed genes allows to have co-regulated genes. In addition, the integration of biological information in the search process may induce to the extraction of relevant and non-trivial biclusters. Therefore, this work proposes an evolutionary algorithm based on local search method that relies on biological knowledge. An experimental study is achieved on real microarray datasets to evaluate the performance of the proposed algorithm. The assessment and the comparison are based on statistical and biological criteria. A cross-validation experiment is also used to estimate its accuracy. Promising results are obtained. They demonstrate the importance of the integration of the biological knowledge in the biclustering process to foster the efficiency and to promote the discovery of non-trivial and biologically relevant biclusters. • An EA is proposed for gene expression biclustering, integrating biological knowledge. • A new way to reflect the statistical and biological criteria is introduced. • Both criteria types are considered separately and defined by its own function. • The bicluster combination relies on biological knowledge to ensure the biological relevance. • The mutation method helps to annotate genes with unknown biological functionalities." @default.
• W3131242005 created "2021-03-01" @default.
• W3131242005 creator A5011361507 @default.
• W3131242005 creator A5013874328 @default.
• W3131242005 creator A5024391016 @default.
• W3131242005 creator A5056544529 @default.
• W3131242005 date "2021-06-01" @default.
• W3131242005 modified "2023-10-13" @default.
• W3131242005 title "Evolutionary Local Search Algorithm for the biclustering of gene expression data based on biological knowledge" @default.
• W3131242005 cites W1497209257 @default.
• W3131242005 cites W1550338451 @default.
• W3131242005 cites W1606251574 @default.
• W3131242005 cites W1853714018 @default.
• W3131242005 cites W1891744697 @default.
• W3131242005 cites W1964677551 @default.
• W3131242005 cites W1969778754 @default.
• W3131242005 cites W1987559760 @default.
• W3131242005 cites W1994448767 @default.
• W3131242005 cites W2006209969 @default.
• W3131242005 cites W2022093713 @default.
• W3131242005 cites W2023416945 @default.
• W3131242005 cites W2038035685 @default.
• W3131242005 cites W2038706020 @default.
• W3131242005 cites W2041927594 @default.
• W3131242005 cites W2042301222 @default.
• W3131242005 cites W2054966761 @default.
• W3131242005 cites W2055849881 @default.
• W3131242005 cites W2090257125 @default.
• W3131242005 cites W2100761975 @default.
• W3131242005 cites W2100851406 @default.
• W3131242005 cites W2103017472 @default.
• W3131242005 cites W2105883975 @default.
• W3131242005 cites W2105981176 @default.
• W3131242005 cites W2111826453 @default.
• W3131242005 cites W2113292893 @default.
• W3131242005 cites W2120895400 @default.
• W3131242005 cites W2124235814 @default.
• W3131242005 cites W2125138557 @default.
• W3131242005 cites W2130095365 @default.
• W3131242005 cites W2134179844 @default.
• W3131242005 cites W2135000328 @default.
• W3131242005 cites W2136107412 @default.
• W3131242005 cites W2137596615 @default.
• W3131242005 cites W2137683543 @default.
• W3131242005 cites W2143065952 @default.
• W3131242005 cites W2143274936 @default.
• W3131242005 cites W2144544802 @default.
• W3131242005 cites W2146791205 @default.
• W3131242005 cites W2155171604 @default.
• W3131242005 cites W2160354730 @default.
• W3131242005 cites W2160697532 @default.
• W3131242005 cites W2164928285 @default.
• W3131242005 cites W2166574880 @default.
• W3131242005 cites W2278353820 @default.
• W3131242005 cites W2344430697 @default.
• W3131242005 cites W238668910 @default.
• W3131242005 cites W2405878133 @default.
• W3131242005 cites W2460369835 @default.
• W3131242005 cites W2484593630 @default.
• W3131242005 cites W2519170897 @default.
• W3131242005 cites W2519624879 @default.
• W3131242005 cites W2530380334 @default.
• W3131242005 cites W2582169927 @default.
• W3131242005 cites W2698625080 @default.
• W3131242005 cites W2725433940 @default.
• W3131242005 cites W2734679257 @default.
• W3131242005 cites W2738434210 @default.
• W3131242005 cites W2794429933 @default.
• W3131242005 cites W2798870305 @default.
• W3131242005 cites W2884930948 @default.
• W3131242005 cites W2962459475 @default.
• W3131242005 cites W2964752129 @default.
• W3131242005 cites W2965205195 @default.
• W3131242005 cites W4254506434 @default.
• W3131242005 cites W566867498 @default.
• W3131242005 cites W852111780 @default.
• W3131242005 doi "https://doi.org/10.1016/j.asoc.2021.107177" @default.
• W3131242005 hasPublicationYear "2021" @default.
• W3131242005 type Work @default.
• W3131242005 sameAs 3131242005 @default.
• W3131242005 citedByCount "9" @default.
• W3131242005 countsByYear W31312420052022 @default.
• W3131242005 countsByYear W31312420052023 @default.
• W3131242005 crossrefType "journal-article" @default.
• W3131242005 hasAuthorship W3131242005A5011361507 @default.
• W3131242005 hasAuthorship W3131242005A5013874328 @default.
• W3131242005 hasAuthorship W3131242005A5024391016 @default.
• W3131242005 hasAuthorship W3131242005A5056544529 @default.
• W3131242005 hasConcept C111919701 @default.
• W3131242005 hasConcept C119857082 @default.
• W3131242005 hasConcept C120567893 @default.
• W3131242005 hasConcept C124101348 @default.
• W3131242005 hasConcept C144817290 @default.
• W3131242005 hasConcept C154945302 @default.
• W3131242005 hasConcept C158154518 @default.
• W3131242005 hasConcept C17744445 @default.
• W3131242005 hasConcept C199360897 @default.
• W3131242005 hasConcept C199539241 @default.

• next