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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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Podrobná bibliografie
Vydáno v:Biomed Res Int
Hlavní autoři: An, Ji-Yong, Meng, Fan-Rong, You, Zhu-Hong, Fang, Yu-Hong, Zhao, Yu-Jun, Zhang, Ming
Médium: Artigo
Jazyk:Inglês
Vydáno: Hindawi Publishing Corporation 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4893571/
https://ncbi.nlm.nih.gov/pubmed/27314023
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2016/4783801
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