Author

Wayne Kelly

Queensland University of TechnologyORCID 0000-0002-8554-4589Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Research Focus:sequence-to-function modeling· 1 Approach:statistical model· 1

Frequent Co-Authors

Akshay SoniiD· 1 shared Dhananjay KimothiiD· 1 shared James M. Hogan· 1 shared Pravesh BiyaniiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Akshay SoniORCID

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1 paper

Recent·Most cited

Learning supervised embeddings for large scale sequence comparisons

Dhananjay Kimothi, Pravesh Biyani, James M. Hogan, Akshay Soni, Wayne Kelly

This paper introduces SuperVec and H-SuperVec, supervised methods for learning sequence embeddings that improve retrieval performance and speed compared to existing approaches.

PLoS ONE · Mar 13, 2020Peer-reviewedBioinformatics