CSpace

Browse/Search Results:  1-10 of 20 Help

Selected(0)Clear Items/Page:    Sort:
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:2/0  |  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  
Better Approximations of High Dimensional Smooth Functions by Deep Neural Networks with Rectified Power Units 期刊论文
COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2020, 卷号: 27, 期号: 2, 页码: 379-411
Authors:  Li, Bo;  Tang, Shanshan;  Yu, Haijun
Favorite  |  View/Download:2/0  |  Submit date:2020/05/24
Deep neural network  high dimensional approximation  sparse grids  rectified linear unit  rectified power unit  rectified quadratic unit  
Text-based crude oil price forecasting: A deep learning approach 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2019, 卷号: 35, 期号: 4, 页码: 1548-1560
Authors:  Li, Xuerong;  Shang, Wei;  Wang, Shouyang
Favorite  |  View/Download:9/0  |  Submit date:2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
A new multiscale decomposition ensemble approach for forecasting exchange rates 期刊论文
ECONOMIC MODELLING, 2019, 卷号: 81, 页码: 49-58
Authors:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie
Favorite  |  View/Download:6/0  |  Submit date:2020/01/10
Exchange rates forecasting  Variational mode decomposition  Support vector regression  Support vector neural network  Ensemble learning  
Nonlinear vector auto-regression neural network for forecasting air passenger flow 期刊论文
JOURNAL OF AIR TRANSPORT MANAGEMENT, 2019, 卷号: 78, 页码: 54-62
Authors:  Sun, Shaolong;  Lu, Hongxu;  Tsui, Kwok-Leung;  Wang, Shouyang
Favorite  |  View/Download:8/0  |  Submit date:2020/01/10
Air passenger flow forecasting  Nonlinear vector auto-regression  Multilayer perceptron neural network  Competition over resources algorithm  Mean impact value  
Deep learning aided decision support for pulmonary nodules diagnosing: a review 期刊论文
JOURNAL OF THORACIC DISEASE, 2018, 卷号: 10, 页码: S867-S875
Authors:  Yang, Yixin;  Feng, Xiaoyi;  Chi, Wenhao;  Li, Zhengyang;  Duan, Wenzhe;  Liu, Haiping;  Liang, Wenhua;  Wang, Wei;  Chen, Ping;  He, Jianxing;  Liu, Bo
Favorite  |  View/Download:12/0  |  Submit date:2018/07/30
Computer-aided diagnosis  convolutional neural network (CNN)  deep learning  pulmonary nodules  
An improved grey neural network model for predicting transportation disruptions 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2016, 卷号: 45, 页码: 331-340
Authors:  Liu, Chunxia;  Shu, Tong;  Chen, Shou;  Wang, Shouyang;  Lai, Kin Keung;  Gan, Lu
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Transportation disruptions  GM(1,1) model  Neural network  Prediction  
Self-organizing map of complex networks for community detection 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2010, 卷号: 23, 期号: 5, 页码: 931-941
Authors:  Li, Zhenping;  Wang, Ruisheng;  Zhang, Xiang-Sun;  Chen, Luonan
Favorite  |  View/Download:3/0  |  Submit date:2018/07/30
Community detection  complex network  neural networks  self-organizing map  
Self-organizing map approaches for the haplotype assembly problem 期刊论文
MATHEMATICS AND COMPUTERS IN SIMULATION, 2009, 卷号: 79, 期号: 10, 页码: 3026-3037
Authors:  Wu, Ling-Yun;  Li, Zhenping;  Wang, Rui-Sheng;  Zhang, Xiang-Sun;  Chen, Luonan
Favorite  |  View/Download:4/0  |  Submit date:2018/07/30
SNP  Haplotype assembly  Minimum error correction  Self-organizing maps  Neural network  
Forecasting foreign exchange rates with an improved back-propagation learning algorithm with adaptive smoothing momentum terms 期刊论文
FRONTIERS OF COMPUTER SCIENCE IN CHINA, 2009, 卷号: 3, 期号: 2, 页码: 167-176
Authors:  Yu, Lean;  Wang, Shouyang;  Lai, Kin Keung
Favorite  |  View/Download:8/0  |  Submit date:2018/07/30
back-propagation neural network  adaptive smoothing momentum  heuristic method  foreign exchange rates forecasting