FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4226497342> ?p ?o ?g. }

• W4226497342 endingPage "4965" @default.
• W4226497342 startingPage "4957" @default.
• W4226497342 abstract "After the development of next-generation sequencing techniques, protein sequences are abundantly available. Determining the functional characteristics of these proteins is costly and time-consuming. The gap between the number of protein sequences and their corresponding functions is continuously increasing. Advanced machine-learning methods have stepped up to fill this gap. In this work, an advanced deep-learning-based approach is proposed for protein function prediction using protein sequences. A set of autoencoders is trained in a semi-supervised manner with protein sequences. Each autoencoder corresponds to a single protein function only. In particular, 932 autoencoders corresponding to 932 biological processes and 585 autoencoders corresponding to 585 molecular functions are trained separately. Reconstruction losses of each protein sample for every autoencoder are used as a feature to classify these sequences into their corresponding functions. The proposed model is tested on test protein samples and achieves promising results. This method can be easily extended to predict any number of functions having an ample amount of supporting protein sequences. All relevant codes, data and trained models are available at <uri xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>https://github.com/richadhanuka/PFP-Autoencoders</uri> ." @default.
• W4226497342 created "2022-05-05" @default.
• W4226497342 creator A5035277232 @default.
• W4226497342 creator A5046559581 @default.
• W4226497342 creator A5069278108 @default.
• W4226497342 date "2022-10-01" @default.
• W4226497342 modified "2023-09-23" @default.
• W4226497342 title "A Semi-Supervised Autoencoder-Based Approach for Protein Function Prediction" @default.
• W4226497342 cites W1501531009 @default.
• W4226497342 cites W1756265184 @default.
• W4226497342 cites W1969080446 @default.
• W4226497342 cites W2019470386 @default.
• W4226497342 cites W2022653138 @default.
• W4226497342 cites W2047819993 @default.
• W4226497342 cites W2094397139 @default.
• W4226497342 cites W2103017472 @default.
• W4226497342 cites W2114315281 @default.
• W4226497342 cites W2131874821 @default.
• W4226497342 cites W2141545183 @default.
• W4226497342 cites W2158714788 @default.
• W4226497342 cites W2215765065 @default.
• W4226497342 cites W2296553144 @default.
• W4226497342 cites W2472351724 @default.
• W4226497342 cites W2474319957 @default.
• W4226497342 cites W2514044079 @default.
• W4226497342 cites W2514866683 @default.
• W4226497342 cites W2516938563 @default.
• W4226497342 cites W2550969987 @default.
• W4226497342 cites W2615066396 @default.
• W4226497342 cites W2618265628 @default.
• W4226497342 cites W2807567459 @default.
• W4226497342 cites W2809520309 @default.
• W4226497342 cites W2893880892 @default.
• W4226497342 cites W2940438782 @default.
• W4226497342 cites W2951282333 @default.
• W4226497342 cites W2951422523 @default.
• W4226497342 cites W2963614249 @default.
• W4226497342 cites W2972181832 @default.
• W4226497342 cites W2989608901 @default.
• W4226497342 cites W3023746197 @default.
• W4226497342 cites W3047995329 @default.
• W4226497342 cites W3049692992 @default.
• W4226497342 cites W3082096568 @default.
• W4226497342 cites W3083777350 @default.
• W4226497342 cites W3089088681 @default.
• W4226497342 cites W3098238469 @default.
• W4226497342 cites W3102751229 @default.
• W4226497342 cites W3118936575 @default.
• W4226497342 cites W3126817587 @default.
• W4226497342 cites W3136918052 @default.
• W4226497342 cites W3165795318 @default.
• W4226497342 cites W3207628707 @default.
• W4226497342 cites W4220952154 @default.
• W4226497342 cites W4236236547 @default.
• W4226497342 cites W4236358448 @default.
• W4226497342 doi "https://doi.org/10.1109/jbhi.2022.3163150" @default.
• W4226497342 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35349463" @default.
• W4226497342 hasPublicationYear "2022" @default.
• W4226497342 type Work @default.
• W4226497342 citedByCount "3" @default.
• W4226497342 countsByYear W42264973422022 @default.
• W4226497342 countsByYear W42264973422023 @default.
• W4226497342 crossrefType "journal-article" @default.
• W4226497342 hasAuthorship W4226497342A5035277232 @default.
• W4226497342 hasAuthorship W4226497342A5046559581 @default.
• W4226497342 hasAuthorship W4226497342A5069278108 @default.
• W4226497342 hasConcept C10010492 @default.
• W4226497342 hasConcept C101738243 @default.
• W4226497342 hasConcept C104317684 @default.
• W4226497342 hasConcept C108583219 @default.
• W4226497342 hasConcept C119857082 @default.
• W4226497342 hasConcept C14036430 @default.
• W4226497342 hasConcept C153180895 @default.
• W4226497342 hasConcept C154945302 @default.
• W4226497342 hasConcept C167625842 @default.
• W4226497342 hasConcept C41008148 @default.
• W4226497342 hasConcept C55493867 @default.
• W4226497342 hasConcept C78458016 @default.
• W4226497342 hasConcept C86803240 @default.
• W4226497342 hasConceptScore W4226497342C10010492 @default.
• W4226497342 hasConceptScore W4226497342C101738243 @default.
• W4226497342 hasConceptScore W4226497342C104317684 @default.
• W4226497342 hasConceptScore W4226497342C108583219 @default.
• W4226497342 hasConceptScore W4226497342C119857082 @default.
• W4226497342 hasConceptScore W4226497342C14036430 @default.
• W4226497342 hasConceptScore W4226497342C153180895 @default.
• W4226497342 hasConceptScore W4226497342C154945302 @default.
• W4226497342 hasConceptScore W4226497342C167625842 @default.
• W4226497342 hasConceptScore W4226497342C41008148 @default.
• W4226497342 hasConceptScore W4226497342C55493867 @default.
• W4226497342 hasConceptScore W4226497342C78458016 @default.
• W4226497342 hasConceptScore W4226497342C86803240 @default.
• W4226497342 hasIssue "10" @default.
• W4226497342 hasLocation W42264973421 @default.
• W4226497342 hasLocation W42264973422 @default.
• W4226497342 hasOpenAccess W4226497342 @default.
• W4226497342 hasPrimaryLocation W42264973421 @default.
• W4226497342 hasRelatedWork W2292254049 @default.

• next