Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323267623> ?p ?o ?g. }
Showing items 1 to 60 of
60
with 100 items per page.
- W4323267623 abstract "The Self Organizing Map (SOM) is an unsupervised network algorithm that projects high dimensional data into lowdimensional maps. The projection preserves the topology of the data so that similar data items are mapped to nearby locations on themap. The algorithm has been so popular because of its application in Computer Science and other areas; it has been applied in speechrecognition, pattern identification, control engineering, earthquake detection et al. This research aimed to apply the SOM in thetaxonomy of living organisms using 46 attributes. 68 animals from 6 phyla were considered and 46 attributes were used detailingtheir physical features, physiological features, evolution, adaptation, habitat et al. The features extracted were converted to 0s and 1sfor the SOM algorithm to process. The result shows 96.569% accuracy of the SOM’s classification but better accuracy can beobtained if the SOM had processed the data for about 1000 iterations. This research revealed that SOM is a veritable tool or algorithmthat can be used to classify living organisms. This research will help taxonomists, biologists and students who spend much time inclassifying living organism and it will be of help to researchers who want to explore the SOM algorithm as a solution to taxonomy ofliving organisms. The SOM will ease taxonomy and will help to minimize the stress and time involved in classifying thousands ofliving organisms." @default.
- W4323267623 created "2023-03-06" @default.
- W4323267623 creator A5028143836 @default.
- W4323267623 date "2023-03-04" @default.
- W4323267623 modified "2023-10-18" @default.
- W4323267623 title "Self-organizing Map Taxonomy of Living Organisms" @default.
- W4323267623 doi "https://doi.org/10.31219/osf.io/9qaxs" @default.
- W4323267623 hasPublicationYear "2023" @default.
- W4323267623 type Work @default.
- W4323267623 citedByCount "0" @default.
- W4323267623 crossrefType "posted-content" @default.
- W4323267623 hasAuthorship W4323267623A5028143836 @default.
- W4323267623 hasBestOaLocation W43232676231 @default.
- W4323267623 hasConcept C111168008 @default.
- W4323267623 hasConcept C111919701 @default.
- W4323267623 hasConcept C11413529 @default.
- W4323267623 hasConcept C116834253 @default.
- W4323267623 hasConcept C124101348 @default.
- W4323267623 hasConcept C139807058 @default.
- W4323267623 hasConcept C154945302 @default.
- W4323267623 hasConcept C169760540 @default.
- W4323267623 hasConcept C18903297 @default.
- W4323267623 hasConcept C41008148 @default.
- W4323267623 hasConcept C57493831 @default.
- W4323267623 hasConcept C58642233 @default.
- W4323267623 hasConcept C73555534 @default.
- W4323267623 hasConcept C86803240 @default.
- W4323267623 hasConcept C98045186 @default.
- W4323267623 hasConceptScore W4323267623C111168008 @default.
- W4323267623 hasConceptScore W4323267623C111919701 @default.
- W4323267623 hasConceptScore W4323267623C11413529 @default.
- W4323267623 hasConceptScore W4323267623C116834253 @default.
- W4323267623 hasConceptScore W4323267623C124101348 @default.
- W4323267623 hasConceptScore W4323267623C139807058 @default.
- W4323267623 hasConceptScore W4323267623C154945302 @default.
- W4323267623 hasConceptScore W4323267623C169760540 @default.
- W4323267623 hasConceptScore W4323267623C18903297 @default.
- W4323267623 hasConceptScore W4323267623C41008148 @default.
- W4323267623 hasConceptScore W4323267623C57493831 @default.
- W4323267623 hasConceptScore W4323267623C58642233 @default.
- W4323267623 hasConceptScore W4323267623C73555534 @default.
- W4323267623 hasConceptScore W4323267623C86803240 @default.
- W4323267623 hasConceptScore W4323267623C98045186 @default.
- W4323267623 hasLocation W43232676231 @default.
- W4323267623 hasLocation W43232676232 @default.
- W4323267623 hasOpenAccess W4323267623 @default.
- W4323267623 hasPrimaryLocation W43232676231 @default.
- W4323267623 hasRelatedWork W1485085181 @default.
- W4323267623 hasRelatedWork W1571518467 @default.
- W4323267623 hasRelatedWork W1576801573 @default.
- W4323267623 hasRelatedWork W1864425659 @default.
- W4323267623 hasRelatedWork W2001850503 @default.
- W4323267623 hasRelatedWork W2020291234 @default.
- W4323267623 hasRelatedWork W2094520212 @default.
- W4323267623 hasRelatedWork W2374391194 @default.
- W4323267623 hasRelatedWork W4248817909 @default.
- W4323267623 hasRelatedWork W87991986 @default.
- W4323267623 isParatext "false" @default.
- W4323267623 isRetracted "false" @default.
- W4323267623 workType "article" @default.