EL_LSTM: Prediction of DNA-Binding Residue from Protein Sequence by Combining Long Short-Term Memory and Ensemble Learning.
Jiyun ZhouQin LuRuifeng XuLin GuiHongpeng WangPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- ensemble learning
- recurrent neural networks
- long short term memory
- protein sequences
- protein structure prediction
- amino acids
- ensemble methods
- prediction accuracy
- dna binding
- computational biology
- protein structure
- generalization ability
- protein families
- contact map
- neural network
- transcription factors
- amino acid sequences
- random forest
- feed forward
- secondary structure
- base classifiers
- protein folding
- biological sequences
- protein function
- sequence analysis
- molecular biology
- artificial neural networks
- feature space
- decision trees
- feature selection
- data sets
- genome wide
- multi objective
- gene expression
- concept drift