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...

Descripción completa

Detalles Bibliográficos
Autores principales: An, Ji-Yong, Meng, Fan-Rong, You, Zhu-Hong, Fang, Yu-Hong, Zhao, Yu-Jun, Zhang, Ming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2016
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893571/
https://www.ncbi.nlm.nih.gov/pubmed/27314023
http://dx.doi.org/10.1155/2016/4783801

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4893571/
https://www.ncbi.nlm.nih.gov/pubmed/27314023
http://dx.doi.org/10.1155/2016/4783801

Ejemplares similares