Matches in SemOpenAlex for { <https://semopenalex.org/work/W2122112529> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2122112529 abstract "We approach the general problem of finding a model that discriminates between classes of nucleotide sequences. In this area, a common approach is to train a model, such as a neural network, or a hidden Markov model, to perform the discrimination, using as inputs either the raw sequences encoded in a standard form, or features derived from the raw data in a pre-processing stage. In this paper a novel discriminatory pattern structure for nucleotide sequences is introduced, called a hypermotif, and evolutionary computation is used to evolve a collection of specific hypermotifs which discriminate between classes in the data. The raw nucleotide data are then processed, transforming it into feature vectors, where the features are the individual scores on the evolved hypermotifs. Using this transformation, any classification method may then be used to build an accurate predictive model. The approach is tested on a database of eukaryotic promoters, and find that this method enables us to outperform a standard multilayer perceptron (despite using a linear discriminant as the final classifier), and provides similar performance to the best approach so far for these data (which uses a time delay neural network)" @default.
- W2122112529 created "2016-06-24" @default.
- W2122112529 creator A5058786829 @default.
- W2122112529 creator A5061783148 @default.
- W2122112529 date "2005-01-01" @default.
- W2122112529 modified "2023-10-16" @default.
- W2122112529 title "Hypermotifs: Novel Discriminatory Patterns for Nucleotide Sequences and their Application to Core Promoter Prediction in Eukaryotes" @default.
- W2122112529 cites W1497256448 @default.
- W2122112529 cites W1503015404 @default.
- W2122112529 cites W1595498733 @default.
- W2122112529 cites W1639032689 @default.
- W2122112529 cites W1825157170 @default.
- W2122112529 cites W1971983542 @default.
- W2122112529 cites W1999966058 @default.
- W2122112529 cites W2012993065 @default.
- W2122112529 cites W2053900989 @default.
- W2122112529 cites W2075793022 @default.
- W2122112529 cites W2106756765 @default.
- W2122112529 cites W2125077974 @default.
- W2122112529 cites W2134987863 @default.
- W2122112529 cites W2139516179 @default.
- W2122112529 cites W2149312834 @default.
- W2122112529 cites W2157467374 @default.
- W2122112529 cites W2168327391 @default.
- W2122112529 cites W2235047952 @default.
- W2122112529 cites W3149025087 @default.
- W2122112529 doi "https://doi.org/10.1109/cibcb.2005.1594949" @default.
- W2122112529 hasPublicationYear "2005" @default.
- W2122112529 type Work @default.
- W2122112529 sameAs 2122112529 @default.
- W2122112529 citedByCount "1" @default.
- W2122112529 countsByYear W21221125292020 @default.
- W2122112529 crossrefType "proceedings-article" @default.
- W2122112529 hasAuthorship W2122112529A5058786829 @default.
- W2122112529 hasAuthorship W2122112529A5061783148 @default.
- W2122112529 hasConcept C104317684 @default.
- W2122112529 hasConcept C119857082 @default.
- W2122112529 hasConcept C124101348 @default.
- W2122112529 hasConcept C132964779 @default.
- W2122112529 hasConcept C153180895 @default.
- W2122112529 hasConcept C154945302 @default.
- W2122112529 hasConcept C179717631 @default.
- W2122112529 hasConcept C199360897 @default.
- W2122112529 hasConcept C204241405 @default.
- W2122112529 hasConcept C23224414 @default.
- W2122112529 hasConcept C41008148 @default.
- W2122112529 hasConcept C50644808 @default.
- W2122112529 hasConcept C54355233 @default.
- W2122112529 hasConcept C86803240 @default.
- W2122112529 hasConcept C95623464 @default.
- W2122112529 hasConceptScore W2122112529C104317684 @default.
- W2122112529 hasConceptScore W2122112529C119857082 @default.
- W2122112529 hasConceptScore W2122112529C124101348 @default.
- W2122112529 hasConceptScore W2122112529C132964779 @default.
- W2122112529 hasConceptScore W2122112529C153180895 @default.
- W2122112529 hasConceptScore W2122112529C154945302 @default.
- W2122112529 hasConceptScore W2122112529C179717631 @default.
- W2122112529 hasConceptScore W2122112529C199360897 @default.
- W2122112529 hasConceptScore W2122112529C204241405 @default.
- W2122112529 hasConceptScore W2122112529C23224414 @default.
- W2122112529 hasConceptScore W2122112529C41008148 @default.
- W2122112529 hasConceptScore W2122112529C50644808 @default.
- W2122112529 hasConceptScore W2122112529C54355233 @default.
- W2122112529 hasConceptScore W2122112529C86803240 @default.
- W2122112529 hasConceptScore W2122112529C95623464 @default.
- W2122112529 hasLocation W21221125291 @default.
- W2122112529 hasOpenAccess W2122112529 @default.
- W2122112529 hasPrimaryLocation W21221125291 @default.
- W2122112529 hasRelatedWork W1970628933 @default.
- W2122112529 hasRelatedWork W2098747959 @default.
- W2122112529 hasRelatedWork W2100816322 @default.
- W2122112529 hasRelatedWork W2100958794 @default.
- W2122112529 hasRelatedWork W2106082168 @default.
- W2122112529 hasRelatedWork W2123698931 @default.
- W2122112529 hasRelatedWork W2961085424 @default.
- W2122112529 hasRelatedWork W4249229055 @default.
- W2122112529 hasRelatedWork W1629725936 @default.
- W2122112529 hasRelatedWork W3158004940 @default.
- W2122112529 isParatext "false" @default.
- W2122112529 isRetracted "false" @default.
- W2122112529 magId "2122112529" @default.
- W2122112529 workType "article" @default.