Matches in SemOpenAlex for { <https://semopenalex.org/work/W2904920398> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2904920398 abstract "Zea mays (maize) is one of the most vital crops which are grown widely in the world. To understand the molecular structures and functions of maize, the identification of protein-protein interaction (PPI) is very important. PPI identification by wet lab experiments is time-consuming, expensive and laborious. These days in silico methods that accurately predict potential PPIs based on protein sequence information are highly demanded. Research on PPI prediction in maize is currently very limited, and no dedicated bioinformatics schemes are available. In this work, we proposed a novel approach, termed SIPMA (Systematic Identification of PPI in Maize using Autocorrelation). A machine learning random forest classifier was trained with autocorrelation features to build the prediction model. The SIPMA, which was tested by the experimentally verified PPI dataset of maize, yielded a prediction accuracy of 0.899 when the specificity was 0.969 on the training set. The SIPMA achieved promising performances on the test datasets. Compared with different sequence-based encoding and statistical learning methods, the SIPMA was a powerful computational resource for identifying PPIs in maize." @default.
- W2904920398 created "2018-12-22" @default.
- W2904920398 creator A5028741163 @default.
- W2904920398 creator A5043771897 @default.
- W2904920398 creator A5061480012 @default.
- W2904920398 creator A5073314544 @default.
- W2904920398 date "2018-10-01" @default.
- W2904920398 modified "2023-09-28" @default.
- W2904920398 title "SIPMA: A Systematic Identification of Protein-Protein Interactions in Zea mays Using Autocorrelation Features in a Machine-Learning Framework" @default.
- W2904920398 cites W1556218031 @default.
- W2904920398 cites W1565476475 @default.
- W2904920398 cites W1975888060 @default.
- W2904920398 cites W2009432571 @default.
- W2904920398 cites W2037036397 @default.
- W2904920398 cites W2084619201 @default.
- W2904920398 cites W2135893370 @default.
- W2904920398 cites W2200598316 @default.
- W2904920398 cites W2207892701 @default.
- W2904920398 cites W2618265628 @default.
- W2904920398 cites W2747278265 @default.
- W2904920398 cites W2748579916 @default.
- W2904920398 cites W2755464620 @default.
- W2904920398 cites W2783294482 @default.
- W2904920398 cites W2800273329 @default.
- W2904920398 cites W2842285517 @default.
- W2904920398 cites W2890712855 @default.
- W2904920398 cites W2897458141 @default.
- W2904920398 doi "https://doi.org/10.1109/bibe.2018.00030" @default.
- W2904920398 hasPublicationYear "2018" @default.
- W2904920398 type Work @default.
- W2904920398 sameAs 2904920398 @default.
- W2904920398 citedByCount "6" @default.
- W2904920398 countsByYear W29049203982019 @default.
- W2904920398 countsByYear W29049203982021 @default.
- W2904920398 countsByYear W29049203982022 @default.
- W2904920398 countsByYear W29049203982023 @default.
- W2904920398 crossrefType "proceedings-article" @default.
- W2904920398 hasAuthorship W2904920398A5028741163 @default.
- W2904920398 hasAuthorship W2904920398A5043771897 @default.
- W2904920398 hasAuthorship W2904920398A5061480012 @default.
- W2904920398 hasAuthorship W2904920398A5073314544 @default.
- W2904920398 hasConcept C104317684 @default.
- W2904920398 hasConcept C105795698 @default.
- W2904920398 hasConcept C116834253 @default.
- W2904920398 hasConcept C119857082 @default.
- W2904920398 hasConcept C124101348 @default.
- W2904920398 hasConcept C153180895 @default.
- W2904920398 hasConcept C154945302 @default.
- W2904920398 hasConcept C169258074 @default.
- W2904920398 hasConcept C169903167 @default.
- W2904920398 hasConcept C2775905019 @default.
- W2904920398 hasConcept C2993531722 @default.
- W2904920398 hasConcept C33923547 @default.
- W2904920398 hasConcept C41008148 @default.
- W2904920398 hasConcept C5297727 @default.
- W2904920398 hasConcept C55493867 @default.
- W2904920398 hasConcept C59822182 @default.
- W2904920398 hasConcept C6557445 @default.
- W2904920398 hasConcept C86803240 @default.
- W2904920398 hasConcept C95623464 @default.
- W2904920398 hasConceptScore W2904920398C104317684 @default.
- W2904920398 hasConceptScore W2904920398C105795698 @default.
- W2904920398 hasConceptScore W2904920398C116834253 @default.
- W2904920398 hasConceptScore W2904920398C119857082 @default.
- W2904920398 hasConceptScore W2904920398C124101348 @default.
- W2904920398 hasConceptScore W2904920398C153180895 @default.
- W2904920398 hasConceptScore W2904920398C154945302 @default.
- W2904920398 hasConceptScore W2904920398C169258074 @default.
- W2904920398 hasConceptScore W2904920398C169903167 @default.
- W2904920398 hasConceptScore W2904920398C2775905019 @default.
- W2904920398 hasConceptScore W2904920398C2993531722 @default.
- W2904920398 hasConceptScore W2904920398C33923547 @default.
- W2904920398 hasConceptScore W2904920398C41008148 @default.
- W2904920398 hasConceptScore W2904920398C5297727 @default.
- W2904920398 hasConceptScore W2904920398C55493867 @default.
- W2904920398 hasConceptScore W2904920398C59822182 @default.
- W2904920398 hasConceptScore W2904920398C6557445 @default.
- W2904920398 hasConceptScore W2904920398C86803240 @default.
- W2904920398 hasConceptScore W2904920398C95623464 @default.
- W2904920398 hasLocation W29049203981 @default.
- W2904920398 hasOpenAccess W2904920398 @default.
- W2904920398 hasPrimaryLocation W29049203981 @default.
- W2904920398 hasRelatedWork W2563096758 @default.
- W2904920398 hasRelatedWork W2911455822 @default.
- W2904920398 hasRelatedWork W2964383635 @default.
- W2904920398 hasRelatedWork W3174196512 @default.
- W2904920398 hasRelatedWork W3211546796 @default.
- W2904920398 hasRelatedWork W4280583453 @default.
- W2904920398 hasRelatedWork W4293525103 @default.
- W2904920398 hasRelatedWork W4308191010 @default.
- W2904920398 hasRelatedWork W4318350883 @default.
- W2904920398 hasRelatedWork W4323021782 @default.
- W2904920398 isParatext "false" @default.
- W2904920398 isRetracted "false" @default.
- W2904920398 magId "2904920398" @default.
- W2904920398 workType "article" @default.