Using the Relevance Vector Machine Model Combined with Local Phase Quantization to Predict Protein-Protein Interactions from Protein Sequences

Using the Relevance Vector Machine Model Combined with Local Phase Quantization to Predict Protein-Protein Interactions from Protein Sequences

We propose a novel computational method known as RVM-LPQ that combines the Relevance Vector Machine (RVM) model and Local Phase Quantization (LPQ) to predict PPIs from protein sequences. The main improvements are the results of representing protein sequences using the LPQ feature representation on a...

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Bibliographic Details
Main Authors: An, Ji-Yong, Meng, Fan-Rong, You, Zhu-Hong, Fang, Yu-Hong, Zhao, Yu-Jun, Zhang, Ming
Format: Online
Language:English
Published: Hindawi Publishing Corporation 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893571/

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893571/

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