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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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Xehetasun bibliografikoak
Argitaratua izan da:Biomed Res Int
Egile Nagusiak: An, Ji-Yong, Meng, Fan-Rong, You, Zhu-Hong, Fang, Yu-Hong, Zhao, Yu-Jun, Zhang, Ming
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Hindawi Publishing Corporation 2016
Gaiak:
Sarrera elektronikoa: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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