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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:1/0  |  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  
Integrating distal and proximal information to predict gene expression via a densely connected convolutional neural network 期刊论文
BIOINFORMATICS, 2020, 卷号: 36, 期号: 2, 页码: 496-503
Authors:  Zeng, Wanwen;  Wang, Yong;  Jiang, Rui
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Evolving the pulmonary nodules diagnosis from classical approaches to deep learning-aided decision support: three decades' development course and future prospect 期刊论文
JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2019, 页码: 33
Authors:  Liu, Bo;  Chi, Wenhao;  Li, Xinran;  Li, Peng;  Liang, Wenhua;  Liu, Haiping;  Wang, Wei;  He, Jianxing
Favorite  |  View/Download:1/0  |  Submit date:2020/05/24
Computer-aided diagnosis  Pulmonary nodules  Lung cancer  Deep learning  Artificial intelligence  Review  
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:8/0  |  Submit date:2020/01/10
Oil price forecasting  Financial markets  Online news  Text analysis  Convolutional neural network  
OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
Authors:  He, Li;  Zheng, Shuxin;  Chen, Wei;  Ma, Zhi-Ming;  Liu, Tie-Yan
Favorite  |  View/Download:5/0  |  Submit date:2019/12/13
Distributed machine learning  Deep learning  Stochastic gradient descent  Gradient quantization  
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:10/0  |  Submit date:2018/07/30
Biologically inspired model  object recognition  semantic learning  structural learning  
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:11/0  |  Submit date:2018/07/30
Computer-aided diagnosis  convolutional neural network (CNN)  deep learning  pulmonary nodules  
On neural networks and learning systems for business computing 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1150-1159
Authors:  Li, Yawen;  Jiang, Weifeng;  Yang, Liu;  Wu, Tian
Favorite  |  View/Download:14/0  |  Submit date:2018/07/30
Neural networks  Deep learning  Machine learning  Business activities  
NSFC project: Study on the commodity market prediction based on deep learning and Internet data 项目
资助机构: NSFC project: Study on the commodity market prediction based on deep learning and Internet data, 2018-
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An improved SMO algorithm for financial credit risk assessment - Evidence from China's banking 期刊论文
NEUROCOMPUTING, 2018, 卷号: 272, 页码: 314-325
Authors:  Zhang, Qi;  Wang, Jue;  Lu, Aiguo;  Wang, Shouyang;  Ma, Jian
Favorite  |  View/Download:16/0  |  Submit date:2018/07/30
Credit risk assessment  SVM  Sequential minimal optimization (SMO)  Four-variable working set