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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:11/0  |  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  
Unsupervised band selection based on artificial bee colony algorithm for hyperspectral image classification 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 75, 页码: 428-440
Authors:  Xie, Fuding;  Li, Fangfei;  Lei, Cunkuan;  Yang, Jun;  Zhang, Yong
Favorite  |  View/Download:17/0  |  Submit date:2019/03/05
Hyperspectral image  Band selection  ABC algorithm  Subspace decomposition  Dimensionality reduction  
A New Approach for Stock Price Analysis and Prediction Based on SSA and SVM 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 1, 页码: 287-310
Authors:  Xiao, Jihong;  Zhu, Xuehong;  Huang, Chuangxia;  Yang, Xiaoguang;  Wen, Fenghua;  Zhong, Meirui
Favorite  |  View/Download:25/0  |  Submit date:2019/03/11
Stock price  singular spectrum analysis  support vector machine  combined model  
Revealing transcription factor and histone modification co-localization and dynamics across cell lines by integrating ChIP-seq and RNA-seq data 期刊论文
BMC GENOMICS, 2018, 卷号: 19, 页码: 16
Authors:  Zhang, Lirong;  Xue, Gaogao;  Liu, Junjie;  Li, Qianzhong;  Wang, Yong
Favorite  |  View/Download:31/0  |  Submit date:2019/01/11
Transcription factor  Histone modification  Co-localization  Dynamics  
Time-Varying Volatility Feedback of Energy Prices: Evidence from Crude Oil, Petroleum Products, and Natural Gas Using a TVP-SVM Model 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 12, 页码: 17
Authors:  Jiang, Yong;  Ma, Chao-Qun;  Yang, Xiao-Guang;  Ren, Yi-Shuai
Favorite  |  View/Download:13/0  |  Submit date:2019/03/05
crude oil  natural gas  petroleum product  structural breaks  time-varying volatility feedback  TVP-SVM model  
An Empirical Feasibility Study of Societal Risk Classification Toward BBS Posts 期刊论文
JOURNAL OF SYSTEMS SCIENCE AND SYSTEMS ENGINEERING, 2018, 卷号: 27, 期号: 6, 页码: 709-726
Authors:  Chen, Jindong;  Zhou, Xiaoji;  Tang, Xijin
Favorite  |  View/Download:14/0  |  Submit date:2019/01/11
Societal risk classification  Tianya Forum  cross validation  pairwise similarity  individual risk perception  
Prediction of subcellular location of apoptosis proteins by incorporating PsePSSM and DCCA coefficient based on LFDA dimensionality reduction 期刊论文
BMC Genomics, 2018, 卷号: 19, 期号: 1
Authors:  Yu,Bin;  Li,Shan;  Qiu,Wenying;  Wang,Minghui;  Du,Junwei;  Zhang,Yusen;  Chen,Xing
Favorite  |  View/Download:19/0  |  Submit date:2018/07/30
Apoptosis proteins  Subcellular localization  Pseudo-position specific scoring matrix  Detrended cross-correlation analysis coefficient  Local fisher discriminant analysis  Support vector machine  
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:27/0  |  Submit date:2018/07/30
Credit risk assessment  SVM  Sequential minimal optimization (SMO)  Four-variable working set  
Time-Varying Volatility Feedback of Energy Prices: Evidence from Crude Oil, Petroleum Products, and Natural Gas Using a TVP-SVM Model 期刊论文
SUSTAINABILITY, 2018, 卷号: 10, 期号: 12
Authors:  Jiang, Yong;  Ma, Chao-Qun;  Yang, Xiao-Guang;  Ren, Yi-Shuai
Favorite  |  View/Download:14/0  |  Submit date:2019/12/31
anempiricalfeasibilitystudyofsocietalriskclassificationtowardbbsposts 期刊论文
journalofsystemsscienceandsystemsengineering, 2018, 卷号: 027, 期号: 006, 页码: 709
Authors:  Chen Jindong;  Zhou Xiaoji;  Tang Xijin
Favorite  |  View/Download:10/0  |  Submit date:2020/01/10