CNN-DDI: a learning-based method for predicting drug-drug interactions using convolution neural networks.
Chengcheng ZhangYao LuTianyi ZangPublished in: BMC Bioinform. (2022)
Keyphrases
- neural network
- high accuracy
- learning algorithm
- similarity measure
- training process
- learning tasks
- pairwise
- prior knowledge
- learning scheme
- unsupervised learning
- mutual information
- support vector machine
- dynamic programming
- cost function
- significant improvement
- learning process
- preprocessing
- supervised learning
- online learning
- support vector machine svm
- neural nets
- feedforward neural networks
- rule extraction
- cellular neural networks
- learning mechanism
- detection method
- objective function
- machine learning