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Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions.
Huaming Chen
Lei Wang
Yaochu Jin
Chi-Hung Chi
Fucun Li
Huaiyuan Chu
Jun Shen
Published in:
IEEE BigData (2019)
Keyphrases
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protein protein interactions
protein interaction
wet lab
drug design
predicting protein
computational methods
support vector
support vector machine svm
high throughput
predicting protein protein interactions
gene ontology
biological processes
network topology
protein function prediction
genomic data
biomedical literature
functional modules
protein interaction data
protein function
protein complexes
biological data
network analysis
real time
multiple sequence alignments
experimentally determined
high precision
gaussian processes
protein protein
protein interaction networks
computational approaches
biological networks
structural properties
gene expression
model selection
systems biology
gaussian process
high dimensional
feature space
data analysis
feature selection
databases