Knowledge Discovery of Multilevel Protein Motifs

March 15, 2023

Authors

Darrell Conklin

Suzanne Fortier

and Janice Glasgow

Proceedings:

Proceedings Of The Second International Conference On Intelligent Systems For Molecular Biology

Volume

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Proceedings Of The Second International Conference On Intelligent Systems For Molecular Biology

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Abstract:

A new category of protein motif is introduced. This type of motif captures, in addition to global structure, the nested structure of its component parts. A dataset of four proteins is represented using this scheme. A structured machine discovery procedure is used to discover recurrent amino acid motifs and this knowledge is utilized for the expression of subsequent protein motif discoveries. Examples of discovered multilevel motifs are presented.

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Proceedings Of The Second International Conference On Intelligent Systems For Molecular Biology

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