An application of convolutional neural networks with salient features for relation classification

An application of convolutional neural networks with salient features for relation classification

Abstract Background Due to the advent of deep learning, the increasing number of studies in the biomedical domain has attracted much interest in feature extraction and classification tasks. In this research, we seek the best combination of feature set and hyperparameter setting of deep learning algo...

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Bibliographic Details
Main Authors: Zolzaya Dashdorj, Min Song
Format: Article
Language:English
Published: BMC 2019-05-01
Series:BMC Bioinformatics
Subjects:
Convolutional neural networks
Biomedical data analysis
Relation classification
Hyperparameter optimization
Deep learning
Online Access:http://link.springer.com/article/10.1186/s12859-019-2808-3

Internet

http://link.springer.com/article/10.1186/s12859-019-2808-3

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