高通量数据和深度学习在基因调控层次网络构建中的应用研究

61702058
2017
F0213.生物信息计算与数字健康
张永清
青年科学基金项目
副教授
成都信息工程大学
19万元
基因调控网络;多模态;深度学习;高通量数据
2018-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Efficient and Robust Supervised Learning Algorithm for Spiking Neural Networks 期刊论文 Yongqing Zhang;Tianyu Geng;Malu Zhang;Xi Wu;Jiliu Zhou;Hong Qu
2 Unsupervised Feature Learning with Single Layer ICANet for Face Recognition 期刊论文 Tianyu Geng;Yongqing Zhang;Ying Cai;Menglong Yang;Hailong Jing
3 Cervical Cancer Single Cell Image Data Augmentation Using Residual Condition Generative Adversarial Networks 会议论文 Siyu Chen;Dongrui Gao;Lutao Wang;Yongqing Zhang
4 Applications of Machine Learning in Drug Target Discovery 期刊论文 Dongrui Gao;Qingyuan Chen;Yuanqi Zeng;Meng Jiang;Yongqing Zhang
5 ENSEMBLE-CNN: Predicting DNA Binding Sites in Protein Sequences by an Ensemble Deep Learning Method 会议论文 Zhang Yongqing;Qiao Shaojie;Ji Shengjie;Zhou Jiliu
6 不平衡分类的数据采样方法综述 期刊论文 刘定祥;乔少杰;张永清;韩楠;魏军林;张榕珂;黄萍
7 Identification of DNA-protein binding sites by bootstrap multiple convolutional neural networks on sequence information 期刊论文 Zhang Yongqing;Qiao Shaojie;Ji Shengjie;Han Nan;Liu Dingxiang;Zhou Jiliu
8 A Review about Transcription Factor Binding Sites Prediction Based on Deep Learning 期刊论文 Yuanqi Zeng;Meiqin Gong;Meng Lin;Dongrui Gao;Yongqing Zhang
9 一种基于样本空间的类别不平衡数据采样方法 期刊论文 张永清;卢荣钊;乔少杰;韩楠;GUTIERREZ Louis Alberto;周激流
10 ICANet: a simple cascade linear convolution network for face recognition 期刊论文 Zhang Yongqing;Geng Tianyu;Wu Xi;Zhou Jiliu;Gao Dongrui
11 GRRFNet: Guided Regularized Random Forest-based Gene Regulatory Network Inference Using Data Integration 会议论文 Yongqing Zhang;Qingyuan Chen;Dongrui Gao;Quan Zou
12 DeepSite: bidirectional LSTM and CNN models for predicting DNA–protein binding 期刊论文 Yongqing Zhang;Shaojie Qiao;Shengjie Ji;Yizhou Li
13 How to balance the bioinformatics data: pseudo-negative sampling 期刊论文 Yongqing Zhang;Shaojie Qiao;Rongzhao Lu;Nan Han;Dingxiang Liu;Jiliu Zhou
14 Review of the Applications of Deep Learning in Bioinformatics 期刊论文 Yongqing Zhang;Yanjian Rong;Siyu Chen;Meiqin Gong;Dognrui Gao;Min Zhu;Wei Gan
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