FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3044449096> ?p ?o ?g. }

• W3044449096 abstract "Understanding E3 ligase and target substrate interactions are important for cell biology and therapeutic development. However, experimental identification of E3 target relationships is not an easy task due to the labor-intensive nature of the experiments. In this article, a sequence-based E3-target prediction model is proposed for the first time. The proposed framework utilizes composition of k-spaced amino acid pairs (CKSAAP) to learn the relationship between E3 ligases and their target protein. A class separable latent space encoding scheme is also devised that provides a compressed representation of feature space. A thorough ablation study is performed to identify an optimal gap size for CKSAAP and the number of latent variables that can represent the E3-target relationship successfully. The proposed scheme is evaluated on an independent dataset for a variety of standard quantitative measures. In particular, it achieves an average accuracy of $70.63%$ on an independent dataset. The source code and datasets used in the study are available at the author's GitHub page (this https URL)." @default.
• W3044449096 created "2020-07-29" @default.
• W3044449096 creator A5026671975 @default.
• W3044449096 creator A5056693948 @default.
• W3044449096 creator A5056897200 @default.
• W3044449096 date "2020-06-26" @default.
• W3044449096 modified "2023-09-27" @default.
• W3044449096 title "E3-targetPred: Prediction of E3-Target Proteins Using Deep Latent Space Encoding" @default.
• W3044449096 cites W1997197733 @default.
• W3044449096 cites W2013644117 @default.
• W3044449096 cites W2017024968 @default.
• W3044449096 cites W2020031294 @default.
• W3044449096 cites W2062510288 @default.
• W3044449096 cites W2100547839 @default.
• W3044449096 cites W2131562240 @default.
• W3044449096 cites W2139849597 @default.
• W3044449096 cites W2152575748 @default.
• W3044449096 cites W2154053567 @default.
• W3044449096 cites W2162892143 @default.
• W3044449096 cites W2187089797 @default.
• W3044449096 cites W2240110861 @default.
• W3044449096 cites W2344452825 @default.
• W3044449096 cites W2531927115 @default.
• W3044449096 cites W2735537070 @default.
• W3044449096 cites W2745944099 @default.
• W3044449096 cites W2777802649 @default.
• W3044449096 cites W2786672974 @default.
• W3044449096 cites W2796464520 @default.
• W3044449096 cites W2888239540 @default.
• W3044449096 cites W2907485791 @default.
• W3044449096 cites W2944951456 @default.
• W3044449096 cites W3018950940 @default.
• W3044449096 cites W952739627 @default.
• W3044449096 hasPublicationYear "2020" @default.
• W3044449096 type Work @default.
• W3044449096 sameAs 3044449096 @default.
• W3044449096 citedByCount "0" @default.
• W3044449096 crossrefType "posted-content" @default.
• W3044449096 hasAuthorship W3044449096A5026671975 @default.
• W3044449096 hasAuthorship W3044449096A5056693948 @default.
• W3044449096 hasAuthorship W3044449096A5056897200 @default.
• W3044449096 hasConcept C111919701 @default.
• W3044449096 hasConcept C116834253 @default.
• W3044449096 hasConcept C124101348 @default.
• W3044449096 hasConcept C125411270 @default.
• W3044449096 hasConcept C13280743 @default.
• W3044449096 hasConcept C134306372 @default.
• W3044449096 hasConcept C138885662 @default.
• W3044449096 hasConcept C153180895 @default.
• W3044449096 hasConcept C154945302 @default.
• W3044449096 hasConcept C162324750 @default.
• W3044449096 hasConcept C177264268 @default.
• W3044449096 hasConcept C17744445 @default.
• W3044449096 hasConcept C185798385 @default.
• W3044449096 hasConcept C187736073 @default.
• W3044449096 hasConcept C199360897 @default.
• W3044449096 hasConcept C199539241 @default.
• W3044449096 hasConcept C205649164 @default.
• W3044449096 hasConcept C2776359362 @default.
• W3044449096 hasConcept C2776401178 @default.
• W3044449096 hasConcept C2776760102 @default.
• W3044449096 hasConcept C2778572836 @default.
• W3044449096 hasConcept C2780451532 @default.
• W3044449096 hasConcept C33923547 @default.
• W3044449096 hasConcept C41008148 @default.
• W3044449096 hasConcept C41895202 @default.
• W3044449096 hasConcept C43126263 @default.
• W3044449096 hasConcept C59822182 @default.
• W3044449096 hasConcept C70710897 @default.
• W3044449096 hasConcept C83665646 @default.
• W3044449096 hasConcept C86803240 @default.
• W3044449096 hasConcept C94625758 @default.
• W3044449096 hasConceptScore W3044449096C111919701 @default.
• W3044449096 hasConceptScore W3044449096C116834253 @default.
• W3044449096 hasConceptScore W3044449096C124101348 @default.
• W3044449096 hasConceptScore W3044449096C125411270 @default.
• W3044449096 hasConceptScore W3044449096C13280743 @default.
• W3044449096 hasConceptScore W3044449096C134306372 @default.
• W3044449096 hasConceptScore W3044449096C138885662 @default.
• W3044449096 hasConceptScore W3044449096C153180895 @default.
• W3044449096 hasConceptScore W3044449096C154945302 @default.
• W3044449096 hasConceptScore W3044449096C162324750 @default.
• W3044449096 hasConceptScore W3044449096C177264268 @default.
• W3044449096 hasConceptScore W3044449096C17744445 @default.
• W3044449096 hasConceptScore W3044449096C185798385 @default.
• W3044449096 hasConceptScore W3044449096C187736073 @default.
• W3044449096 hasConceptScore W3044449096C199360897 @default.
• W3044449096 hasConceptScore W3044449096C199539241 @default.
• W3044449096 hasConceptScore W3044449096C205649164 @default.
• W3044449096 hasConceptScore W3044449096C2776359362 @default.
• W3044449096 hasConceptScore W3044449096C2776401178 @default.
• W3044449096 hasConceptScore W3044449096C2776760102 @default.
• W3044449096 hasConceptScore W3044449096C2778572836 @default.
• W3044449096 hasConceptScore W3044449096C2780451532 @default.
• W3044449096 hasConceptScore W3044449096C33923547 @default.
• W3044449096 hasConceptScore W3044449096C41008148 @default.
• W3044449096 hasConceptScore W3044449096C41895202 @default.
• W3044449096 hasConceptScore W3044449096C43126263 @default.
• W3044449096 hasConceptScore W3044449096C59822182 @default.
• W3044449096 hasConceptScore W3044449096C70710897 @default.

• next