Matches in SemOpenAlex for { <https://semopenalex.org/work/W2941380111> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2941380111 abstract "Long-lived consortiums in genomics generate massive highly-dimensional datasets over the course of many months or years with substantial blocks of data added over time. Algorithms designed to characterize and cluster this data are designed to run once on a dataset in its entirety, and thus, any analysis of these collections must be entirely re-done from scratch every time a new block of data is added. We describe a novel progressive clustering approach using a variation of the self-organizing map (SOM) algorithm, which we call the Living SOM. Our software package is capable of clustering highly-dimensional data with all of the power of regular SOMs with the added benefit of incorporating additional datasets as they become available while maintaining the initial structure as much as possible. This allows us to evaluate the impact of the new datasets on previous analyses with the potential to keep classifications intact if appropriate. We demonstrate the power of this technique on a collection of gene expression experiments done in an embryonic time course of development for mouse from the ENCODE consortium." @default.
- W2941380111 created "2019-05-03" @default.
- W2941380111 creator A5041603556 @default.
- W2941380111 creator A5074895828 @default.
- W2941380111 date "2019-04-28" @default.
- W2941380111 modified "2023-09-27" @default.
- W2941380111 title "Progressive Clustering and Characterization of Increasingly Higher Dimensional Datasets with Living Self-organizing Maps" @default.
- W2941380111 cites W2110802877 @default.
- W2941380111 cites W2123402141 @default.
- W2941380111 cites W2135187880 @default.
- W2941380111 cites W2146228931 @default.
- W2941380111 cites W2202576279 @default.
- W2941380111 cites W4245176872 @default.
- W2941380111 doi "https://doi.org/10.1007/978-3-030-19642-4_28" @default.
- W2941380111 hasPublicationYear "2019" @default.
- W2941380111 type Work @default.
- W2941380111 sameAs 2941380111 @default.
- W2941380111 citedByCount "0" @default.
- W2941380111 crossrefType "book-chapter" @default.
- W2941380111 hasAuthorship W2941380111A5041603556 @default.
- W2941380111 hasAuthorship W2941380111A5074895828 @default.
- W2941380111 hasConcept C104317684 @default.
- W2941380111 hasConcept C111168008 @default.
- W2941380111 hasConcept C124101348 @default.
- W2941380111 hasConcept C144817290 @default.
- W2941380111 hasConcept C154945302 @default.
- W2941380111 hasConcept C164866538 @default.
- W2941380111 hasConcept C17212007 @default.
- W2941380111 hasConcept C185592680 @default.
- W2941380111 hasConcept C199360897 @default.
- W2941380111 hasConcept C2524010 @default.
- W2941380111 hasConcept C2777210771 @default.
- W2941380111 hasConcept C2777904410 @default.
- W2941380111 hasConcept C33704608 @default.
- W2941380111 hasConcept C33923547 @default.
- W2941380111 hasConcept C41008148 @default.
- W2941380111 hasConcept C55493867 @default.
- W2941380111 hasConcept C66746571 @default.
- W2941380111 hasConcept C73555534 @default.
- W2941380111 hasConceptScore W2941380111C104317684 @default.
- W2941380111 hasConceptScore W2941380111C111168008 @default.
- W2941380111 hasConceptScore W2941380111C124101348 @default.
- W2941380111 hasConceptScore W2941380111C144817290 @default.
- W2941380111 hasConceptScore W2941380111C154945302 @default.
- W2941380111 hasConceptScore W2941380111C164866538 @default.
- W2941380111 hasConceptScore W2941380111C17212007 @default.
- W2941380111 hasConceptScore W2941380111C185592680 @default.
- W2941380111 hasConceptScore W2941380111C199360897 @default.
- W2941380111 hasConceptScore W2941380111C2524010 @default.
- W2941380111 hasConceptScore W2941380111C2777210771 @default.
- W2941380111 hasConceptScore W2941380111C2777904410 @default.
- W2941380111 hasConceptScore W2941380111C33704608 @default.
- W2941380111 hasConceptScore W2941380111C33923547 @default.
- W2941380111 hasConceptScore W2941380111C41008148 @default.
- W2941380111 hasConceptScore W2941380111C55493867 @default.
- W2941380111 hasConceptScore W2941380111C66746571 @default.
- W2941380111 hasConceptScore W2941380111C73555534 @default.
- W2941380111 hasLocation W29413801111 @default.
- W2941380111 hasOpenAccess W2941380111 @default.
- W2941380111 hasPrimaryLocation W29413801111 @default.
- W2941380111 hasRelatedWork W1990590916 @default.
- W2941380111 hasRelatedWork W2004352197 @default.
- W2941380111 hasRelatedWork W2044414118 @default.
- W2941380111 hasRelatedWork W2084360221 @default.
- W2941380111 hasRelatedWork W2140448560 @default.
- W2941380111 hasRelatedWork W2184357778 @default.
- W2941380111 hasRelatedWork W2295867588 @default.
- W2941380111 hasRelatedWork W2296291850 @default.
- W2941380111 hasRelatedWork W2469035433 @default.
- W2941380111 hasRelatedWork W2548301199 @default.
- W2941380111 hasRelatedWork W2597280951 @default.
- W2941380111 hasRelatedWork W2734928988 @default.
- W2941380111 hasRelatedWork W2742365793 @default.
- W2941380111 hasRelatedWork W2916699464 @default.
- W2941380111 hasRelatedWork W2994156981 @default.
- W2941380111 hasRelatedWork W3006228137 @default.
- W2941380111 hasRelatedWork W3014535816 @default.
- W2941380111 hasRelatedWork W3136762185 @default.
- W2941380111 hasRelatedWork W3139157011 @default.
- W2941380111 hasRelatedWork W3189735086 @default.
- W2941380111 isParatext "false" @default.
- W2941380111 isRetracted "false" @default.
- W2941380111 magId "2941380111" @default.
- W2941380111 workType "book-chapter" @default.