Concepedia

Prediction of protein–protein interactions based on elastic net and deep forest

Bin Yu, Cheng Chen, Xiaolin Wang, Zhaomin Yu, Anjun Ma, Bingqiang Liu

Expert Systems with Applications · 2021 · 80 citations · 87 references

Concepts

Life SciencesBioinformaticsMolecular BiologyComputational BiologyProtein-protein InteractionsProteomicsProtein StructureProtein Structure ModelingProtein-protein Interaction AnalysisProtein-protein Interaction ModelingProtein-protein Interaction NetworksElastic NetElastic Net RegressionProtein Binding ModelsProtein Interaction PredictionProtein-protein AssociationProtein-protein Interaction Network InferenceProtein-protein Interaction Prediction

References

87

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text