蛋白质-配体相互作用的深度学习自动编码和随机映射研究

61672035
2016
F0213.生物信息计算与数字健康
陈鹏
面上项目
教授
安徽大学
64万元
蛋白质-配体相互作用网络;分类器集成;深度学习;随机映射
2017-01-01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 Prediction of Protein Hotspots from Whole Protein Sequences by a Random Projection Ensemble System 期刊论文 Jiang Jinjian;Wang Nian;Chen Peng;Zheng Chunhou;Wang Bing
2 Semi-supervised prediction of protein interaction sites from unlabeled sample information. 期刊论文 Wang Ye;Mei Changqing;Zhou Yuming;Wang Yan;Zheng Chunhou;Zhen Xiao;Xiong Yan;Chen Peng;Zhang Jun;Wang Bing
3 Classification of Plant Leaf Diseases Based on Improved Convolutional Neural Network 期刊论文 Hang Jie;Zhang Dexiang;Chen Peng;Zhang Jun;Wang Bing
4 Multi-level learning features for automatic classification of field crop pests 期刊论文 Chengjun Xie;Rujing Wang;Jie Zhang;Peng Chen;Wei Dong;Rui Li;Tianjiao Chen;Hongbo Chen
5 A Deep Learning-based Chemical System for QSAR Prediction 期刊论文 ShanShan Hu;Peng Chen;PengYing Gu;Bing Wang
6 Application of LSTM for short term fog forecasting based on meteorological elements 期刊论文 Kai-chao Miao;Ting-ting Han;Ye-qing Yao;Hui Lu;Peng Chen;Bing Wang;Jun Zhang
7 Apple Leaf Diseases Recognition Based on An Improved Convolutional Neural Network 期刊论文 Yan Qian;Yang Baohua;Wang Wenyan;Wang Bing;Chen Peng;Zhang Jun
8 DrugRPE: Random projection ensemble approach to drug-target interaction prediction 期刊论文 Zhang Jun;Zhu Muchun;Chen Peng;Wang Bing
9 DrugECs: An Ensemble System with Feature Subspaces for Accurate Drug-Target Interaction Prediction 期刊论文 Jiang Jinjian;Wang Nian;Chen Peng;Zhang Jun;Wang Bing
10 A Convolutional Neural Network System to Discriminate Drug-Target Interactions 期刊论文 Shanshan Hu;DeNan Xia;Benyue Su;Peng Chen;Bing Wang;Jinyan Li
11 Prediction of Crop Pests and Diseases in Cotton by Long Short Term Memory Network 会议论文 Xiao Qingxin;Li Weilu;Chen Peng;Wang Bing
12 Optimization enhanced genetic algorithm-support vector regression for the prediction of compound retention indices in gas chromatography 期刊论文 Zhang Jun;Zheng Chun-Hou;Xia Yi;Wang Bing;Chen Peng
13 Automatic Localization and Count of Agricultural Crop Pests Based on an Improved Deep Learning Pipeline 期刊论文 Li Weilu;Chen Peng;Wang Bing;Xie Chengjun
14 Using Novel Convolutional Neural Networks Architecture to Predict Drug-Target Interactions 会议论文 Hu ShanShan;Xia DeNan;Chen Peng;Wang Bing
15 dbMPIKT: a database of kinetic and thermodynamic mutant protein interactions 期刊论文 Liu Quanya;Chen Peng;Wang Bing;Zhang Jun;Li Jinyan
16 A Sequence-segment Neighbor Encoding Schema for Protein Hotspot Residue Prediction 期刊论文 Chen Peng;Shen Tong;Zhang Youzhi;Wang Bing
17 Crop leaf disease grade identification based on an improved convolutional neural network 期刊论文 Tao Fang;Peng Chen;Jun Zhang;Bing Wang
18 Imbalance Data Processing Strategy for Protein Interaction Sites Prediction 期刊论文 Bing Wang;Lei Wang;Chun-Hou Zheng;Yan Xiong;Chen Peng
19 In Silico Prediction of Drug-Induced Liver Injury Based on Ensemble Classifier Method 期刊论文 Wang Yangyang;Xiao Qingxin;Chen Peng;Wang Bing
20 Insect Detection and Classification Based on an Improved Convolutional Neural Network 期刊论文 Xia Denan;Chen Peng;Wang Bing;Zhang Jun;Xie Chengjun
21 Occurrence prediction of cotton pests and diseases by bidirectional long short-term memory networks with climate and atmosphere circulation 期刊论文 Peng Chen;Qingxin Xiao;Jun Zhang;Chengjun Xie;Bing Wang
22 CAPTCHA Recognition Based on Faster R-CNN 会议论文 Du Feng Lin;Li Jia Xing;Yang Zhi;Chen Peng;Wang Bing;Zhang Jun
23 Protein binding hot spots prediction from sequence only by a new ensemble learning method 期刊论文 Hu Shan Shan;Chen Peng;Wang Bing;Li Jinyan
24 dbHDPLS: A database of human disease-related protein-ligand structures 期刊论文 Zhu Muchun;Song Xiaoping;Chen Peng;Wang Wenyan;Wang Bing
25 Protein-protein interface hot spots prediction based on a hybrid feature selection strategy 期刊论文 Qiao Yanhua;Xiong Yi;Gao Hongyun;Zhu Xiaolei;Chen Peng
26 Predicting drug-target interactions from drug structure and protein sequence using novel convolutional neural networks. 期刊论文 Hu ShanShan;Zhang Chenglin;Chen Peng;Gu Pengying;Zhang Jun;Wang Bing
27 Prediction of Hot Spots Based on Physicochemical Features and Relative Accessible Surface Area of Amino Acid Sequence 会议论文 Hu ShanShan;Chen Peng;Zhang Jun;Wang Bing
28 A Machine Vision Method for Automatic Circular Parts Detection Based on Optimization Algorithm 会议论文 Wang Wenyan;Lu Kun;Hong Rui;Chen Peng;Zhang Jun;Wang Bing
29 Hot spot prediction in protein-protein interactions by an ensemble system 期刊论文 Liu Quanya;Chen Peng;Wang Bing;Zhang Jun;Li Jinyan
30 Deep spatial attention hashing network for image retrieval 期刊论文 Ge Lin Wei;Zhang Jun;Xia Yi;Chen Peng;Wang Bing;Zheng Chun Hou
31 Developing Computational Model to Predict Protein-Protein Interaction Sites Based on the XGBoost Algorithm. 期刊论文 Deng Aijun;Zhang Huan;Wang Wenyan;Zhang Jun;Fan Dingdong;Chen Peng;Wang Bing
32 Early Stage Identification of Alzheimer's Disease Using a Two-stage Ensemble Classifier 期刊论文 Wang Bing;Lu Kun;Zheng Xiao;Su Benyue;Zhou Yuming;Chen Peng;Zhang Jun
33 Occurrence prediction of pests and diseases in cotton on the basis of weather factors by long short term memory network 期刊论文 Xiao Qingxin;Li Weilu;Kai Yuanzhong;Chen Peng;Zhang Jun;Wang Bing
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