CSpace

Browse/Search Results:  1-10 of 30 Help

Selected(0)Clear Items/Page:    Sort:
A distributed multiple sample testing for massive data 期刊论文
JOURNAL OF APPLIED STATISTICS, 2021, 页码: 19
Authors:  Xie Xiaoyue;  Shi Jian;  Song Kai
Favorite  |  View/Download:11/0  |  Submit date:2021/06/01
Distributed scheme  hypothesis testing  fraud detection  classification  
Quantifying the generalization error in deep learning in terms of data distribution and neural network smoothness 期刊论文
NEURAL NETWORKS, 2020, 卷号: 130, 页码: 85-99
Authors:  Jin, Pengzhan;  Lu, Lu;  Tang, Yifa;  Karniadakis, George Em
Favorite  |  View/Download:17/0  |  Submit date:2021/01/14
Neural networks  Generalization error  Learnability  Data distribution  Cover complexity  Neural network smoothness  
Model-free feature screening for ultrahigh dimensional classification 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 178, 页码: 12
Authors:  Sheng, Ying;  Wang, Qihua
Favorite  |  View/Download:55/0  |  Submit date:2020/06/30
Classification accuracy  The Bayes rule  Sure screening  Ultrahigh dimensional classification  
Credit Scoring Based on the Set-Valued Identification Method 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 页码: 13
Authors:  Wang, Ximei;  Hu, Min;  Zhao, Yanlong;  Djehiche, Boualem
Favorite  |  View/Download:21/0  |  Submit date:2020/09/23
Credit scoring  logistic regression model  prediction accuracy  set-valued model  
Nonparametric estimation of distributions and diagnostic accuracy based on group-tested results with differential misclassification 期刊论文
BIOMETRICS, 2020, 页码: 10
Authors:  Zhang, Wei;  Liu, Aiyi;  Li, Qizhai;  Albert, Paul S.
Favorite  |  View/Download:18/0  |  Submit date:2020/10/12
coverage probability  diagnostic accuracy  differential misclassification  group testing  integrated absolute bias  integrated mean squared error  rare disease  ROC curves  
Conditional probability estimation based classification with class label missing at random 期刊论文
JOURNAL OF MULTIVARIATE ANALYSIS, 2020, 卷号: 176, 页码: 13
Authors:  Sheng, Ying;  Wang, Qihua
Favorite  |  View/Download:50/0  |  Submit date:2020/05/24
Binary classification  Conditional probability estimation  Missing at random  Reproducing kernel Hilbert space  
个体投资者情绪与股票价格行为的互动关系研究 期刊论文
中国管理科学, 2020, 卷号: 000, 期号: 003, 页码: 191-200
Authors:  黄创霞;  温石刚;  杨鑫;  文凤华;  杨晓光
Favorite  |  View/Download:14/0  |  Submit date:2021/01/14
投资者情绪  SO-LNPMI算法  格兰杰因果检验  
Order-restricted inference for clustered ROC data with application to fingerprint matching accuracy 期刊论文
BIOMETRICS, 2019, 页码: 11
Authors:  Zhang, Wei;  Tang, Larry L.;  Li, Qizhai;  Liu, Aiyi;  Lee, Mei-Ling Ting
Favorite  |  View/Download:51/0  |  Submit date:2020/05/24
area under the ROC curve  clustered data  fingerprint identification  ROC curve  stochastic ordering  
Application of interpretable machine learning models for the intelligent decision 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 273-283
Authors:  Li, Yawen;  Yang, Liu;  Yang, Bohan;  Wang, Ning;  Wu, Tian
Favorite  |  View/Download:51/0  |  Submit date:2019/03/05
Machine learning  XGBoost  R&D investments  Firm size  Innovation performance  
A Parametric Design Method for Optimal Quick Diagnostic Software 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 13
Authors:  Yi, Xiao-jian;  Hou, Peng
Favorite  |  View/Download:35/0  |  Submit date:2020/01/10
early diagnosis  time-critical application  early classification  feature selection