Concepedia

Prediction of protein-protein interactions based on ensemble residual convolutional neural network

Hongli Gao, Cheng Chen, Shuangyi Li, Congjing Wang, Weifeng Zhou, Bin Yu

Computers in Biology and Medicine · 2022 · 44 citations · 56 references

Concepts

Life SciencesBioinformaticsMolecular BiologyComputational BiologyMolecular RecognitionProtein-protein InteractionsProtein StructureProtein-ligand BindingProtein-ligand InteractionsProtein-protein Interaction AnalysisProtein-protein Interaction ModelingProtein-protein Interaction NetworksComputational Interface PredictionProtein Interaction PredictionProtein-protein Interaction DetectionProtein-protein Interaction Network InferenceProtein-protein Interaction Prediction

References

56

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Support-vector networks

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

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.8K citations · Full text

Computing, Computer Science, Computer Vision +14