Matches in SemOpenAlex for { <https://semopenalex.org/work/W1592012257> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W1592012257 endingPage "52" @default.
- W1592012257 startingPage "39" @default.
- W1592012257 abstract "Several non-supervised machine learning methods have been used in the analysis of gene expression data obtained from microarray experiments. Recently, biclustering, a non-supervised approach that performs simultaneous clustering on the row and column dimensions of the data matrix, has been shown to be remarkably effective in a variety of applications. The goal of biclustering is to find subgroups of genes and subgroups of conditions, where the genes exhibit highly correlated behaviors. In the most common settings, biclustering is an NP-complete problem, and heuristic approaches are used to obtain sub-optimal solutions using reasonable computational resources. In this work, we examine a particular setting of the problem, where we are concerned with finding biclusters in time series expression data. In this context, we are interested in finding biclusters with consecutive columns. For this particular version of the problem, we propose an algorithm that finds and reports all relevant biclusters in time linear on the size of the data matrix. This complexity is obtained by manipulating a discretized version of the matrix and by using string processing techniques based on suffix trees. We report results in both synthetic and real data that show the effectiveness of the approach." @default.
- W1592012257 created "2016-06-24" @default.
- W1592012257 creator A5020425798 @default.
- W1592012257 creator A5089809829 @default.
- W1592012257 date "2005-01-01" @default.
- W1592012257 modified "2023-09-30" @default.
- W1592012257 title "A Linear Time Biclustering Algorithm for Time Series Gene Expression Data" @default.
- W1592012257 cites W1528177290 @default.
- W1592012257 cites W2059513841 @default.
- W1592012257 cites W2096145311 @default.
- W1592012257 cites W2126877147 @default.
- W1592012257 cites W2130962401 @default.
- W1592012257 cites W2135000328 @default.
- W1592012257 cites W2136107412 @default.
- W1592012257 cites W2143065952 @default.
- W1592012257 cites W2144544802 @default.
- W1592012257 cites W2150718242 @default.
- W1592012257 cites W2159578516 @default.
- W1592012257 cites W2165336645 @default.
- W1592012257 cites W4230066549 @default.
- W1592012257 cites W938539187 @default.
- W1592012257 doi "https://doi.org/10.1007/11557067_4" @default.
- W1592012257 hasPublicationYear "2005" @default.
- W1592012257 type Work @default.
- W1592012257 sameAs 1592012257 @default.
- W1592012257 citedByCount "34" @default.
- W1592012257 countsByYear W15920122572012 @default.
- W1592012257 countsByYear W15920122572013 @default.
- W1592012257 countsByYear W15920122572014 @default.
- W1592012257 countsByYear W15920122572015 @default.
- W1592012257 countsByYear W15920122572016 @default.
- W1592012257 countsByYear W15920122572017 @default.
- W1592012257 countsByYear W15920122572022 @default.
- W1592012257 countsByYear W15920122572023 @default.
- W1592012257 crossrefType "book-chapter" @default.
- W1592012257 hasAuthorship W1592012257A5020425798 @default.
- W1592012257 hasAuthorship W1592012257A5089809829 @default.
- W1592012257 hasBestOaLocation W15920122572 @default.
- W1592012257 hasConcept C11413529 @default.
- W1592012257 hasConcept C124101348 @default.
- W1592012257 hasConcept C144817290 @default.
- W1592012257 hasConcept C151730666 @default.
- W1592012257 hasConcept C153180895 @default.
- W1592012257 hasConcept C154945302 @default.
- W1592012257 hasConcept C173801870 @default.
- W1592012257 hasConcept C2779343474 @default.
- W1592012257 hasConcept C311688 @default.
- W1592012257 hasConcept C33704608 @default.
- W1592012257 hasConcept C41008148 @default.
- W1592012257 hasConcept C73555534 @default.
- W1592012257 hasConcept C86803240 @default.
- W1592012257 hasConcept C94641424 @default.
- W1592012257 hasConceptScore W1592012257C11413529 @default.
- W1592012257 hasConceptScore W1592012257C124101348 @default.
- W1592012257 hasConceptScore W1592012257C144817290 @default.
- W1592012257 hasConceptScore W1592012257C151730666 @default.
- W1592012257 hasConceptScore W1592012257C153180895 @default.
- W1592012257 hasConceptScore W1592012257C154945302 @default.
- W1592012257 hasConceptScore W1592012257C173801870 @default.
- W1592012257 hasConceptScore W1592012257C2779343474 @default.
- W1592012257 hasConceptScore W1592012257C311688 @default.
- W1592012257 hasConceptScore W1592012257C33704608 @default.
- W1592012257 hasConceptScore W1592012257C41008148 @default.
- W1592012257 hasConceptScore W1592012257C73555534 @default.
- W1592012257 hasConceptScore W1592012257C86803240 @default.
- W1592012257 hasConceptScore W1592012257C94641424 @default.
- W1592012257 hasLocation W15920122571 @default.
- W1592012257 hasLocation W15920122572 @default.
- W1592012257 hasOpenAccess W1592012257 @default.
- W1592012257 hasPrimaryLocation W15920122571 @default.
- W1592012257 hasRelatedWork W130049452 @default.
- W1592012257 hasRelatedWork W1967730981 @default.
- W1592012257 hasRelatedWork W2089828626 @default.
- W1592012257 hasRelatedWork W2117814880 @default.
- W1592012257 hasRelatedWork W2135563834 @default.
- W1592012257 hasRelatedWork W2320392928 @default.
- W1592012257 hasRelatedWork W3024886233 @default.
- W1592012257 hasRelatedWork W3197105638 @default.
- W1592012257 hasRelatedWork W3208326136 @default.
- W1592012257 hasRelatedWork W763592627 @default.
- W1592012257 isParatext "false" @default.
- W1592012257 isRetracted "false" @default.
- W1592012257 magId "1592012257" @default.
- W1592012257 workType "book-chapter" @default.