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Combining STRIPAT model and gated recurrent unit for forecasting nature gas consumption of China 期刊论文
MITIGATION AND ADAPTATION STRATEGIES FOR GLOBAL CHANGE, 2020, 页码: 19
Authors:  Xiao, Yi;  Li, Keying;  Hu, Yi;  Xiao, Jin;  Wang, Shouyang
Favorite  |  View/Download:5/0  |  Submit date:2020/09/23
Natural gas consumption forecasting  Emission reduction  Deep learning  STRIPAT model  Gated recurrent unit model  Bagging  
A strategic learning algorithm for state-based games 期刊论文
AUTOMATICA, 2020, 卷号: 113, 页码: 9
Authors:  Li, Changxi;  Xing, Yu;  He, Fenghua;  Cheng, Daizhan
Favorite  |  View/Download:6/0  |  Submit date:2020/05/24
Strategic learning  State-based games  Recurrent state equilibria  Multi-agent systems  
Probe Efficient Feature Representation of Gapped K-mer Frequency Vectors from Sequences Using Deep Neural Networks 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2020, 卷号: 17, 期号: 2, 页码: 657-667
Authors:  Cao, Zhen;  Zhang, Shihua
Favorite  |  View/Download:6/0  |  Submit date:2020/05/24
DNA  Bioinformatics  Kernel  Feature extraction  Support vector machines  Genomics  Task analysis  Bioinformatics  machine learning  gapped k-mer  deep neural network  transcription factor binding site prediction  
Learning common and specific patterns from data of multiple interrelated biological scenarios with matrix factorization 期刊论文
NUCLEIC ACIDS RESEARCH, 2019, 卷号: 47, 期号: 13, 页码: 6606-6617
Authors:  Zhang, Lihua;  Zhang, Shihua
Favorite  |  View/Download:17/0  |  Submit date:2020/01/10
PTMiner: Localization and Quality Control of Protein Modifications Detected in an Open Search and Its Application to Comprehensive Post-translational Modification Characterization in Human Proteome 期刊论文
MOLECULAR & CELLULAR PROTEOMICS, 2019, 卷号: 18, 期号: 2, 页码: 391-405
Authors:  An, Zhiwu;  Zhai, Linhui;  Ying, Wantao;  Qian, Xiaohong;  Gong, Fuzhou;  Tan, Minjia;  Fu, Yan
Favorite  |  View/Download:24/0  |  Submit date:2019/03/11
A Semisupervised Classification Approach for Multidomain Networks With Domain Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 1, 页码: 269-283
Authors:  Chen, Chuan;  Xin, Jingxue;  Wang, Yong;  Chen, Luonan;  Ng, Michael K.
Favorite  |  View/Download:24/0  |  Submit date:2019/03/05
Domain selection  multidomain classification  network integration  semisupervised learning  sparsity  
A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for Ambiguity 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 420-431
Authors:  Yin, Peijie;  Qiao, Hong;  Wu, Wei;  Qi, Lu;  Li, Yinlin;  Zhong, Shanlin;  Zhang, Bo
Favorite  |  View/Download:20/0  |  Submit date:2018/07/30
Biologically inspired model  object recognition  semantic learning  structural learning  
A biologically inspired model mimicking the memory and two distinct pathways of face perception 期刊论文
NEUROCOMPUTING, 2016, 卷号: 205, 页码: 349-359
Authors:  Xi, Xuanyang;  Yin, Peijie;  Qiao, Hong;  Li, Yinlin;  Feng, Wensen
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Biologically inspired model (BIM)  Face perception  Memory  Component-based  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
Isomap  Nonlinear dimensionality reduction  Manifold learning  Pattern analysis  Multi-manifold embedding  
Computational probing protein-protein interactions targeting small molecules 期刊论文
BIOINFORMATICS, 2016, 卷号: 32, 期号: 2, 页码: 226-234
Authors:  Wang, Yong-Cui;  Chen, Shi-Long;  Deng, Nai-Yang;  Wang, Yong
Favorite  |  View/Download:6/0  |  Submit date:2018/07/30