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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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Dades bibliogràfiques
Publicat a:Biomed Res Int
Autors principals: An, Ji-Yong, Meng, Fan-Rong, You, Zhu-Hong, Fang, Yu-Hong, Zhao, Yu-Jun, Zhang, Ming
Format: Artigo
Idioma:Inglês
Publicat: Hindawi Publishing Corporation 2016
Matèries:
Accés en línia: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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