CAE-CNN: Predicting transcription factor binding site with convolutional autoencoder and convolutional neural network

•Integrate the unsupervised and supervised method to predict the TF binding site.•CAE-CNN share the parameters, so the training time can be significantly reduced.•Effectively gradient-based training the model by the gating units.•Only use positive samples for pre-training to reduce the noise and imp...

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