大数据与试验设计中的统计方法与计算

11431006
2014
A0402.统计推断与统计计算
王兆军
重点项目
教授
南开大学
280万元
高维复杂数据;复杂试验;非参数统计;大数据;在线实时监控
2015-01-01到2019-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Construction of uniform designs for mixture experiments with complex constraints 期刊论文 Liu Yan;Liu Min-Qian
2 A Weighted Likelihood Ratio Test-Based Chart for Monitoring Process Mean and Variability 期刊论文 Zhi Song;Yanchun Liu;Zhonghua Li;Jiujun Zhang
3 A Robust Variable Screening Method for High-Dimensional Data 期刊论文 Tao Wang;Lin Zheng;Zhonghua Li;Haiyang Liu
4 Unsupervised Feature Selection with Joint Clustering Analysis 会议论文 Shuai An;Jun Wang;Jinmao Wei;Zhenglu Yang;Jianhua Ruan
5 Robustness of orthogonal-array based composite designs to missing data 期刊论文 Xue-Ping Chen;Bing Guo;Min-Qian Liu;Xiao-Lei Wang
6 Multiple Outliers Detection in Sparse High-Dimensional Regression 期刊论文 Tao Wang;Qun Li;Bin Chen;Zhonghua Li
7 Automatic Generation of Grounded Visual Questions 会议论文 Shijie Zhang;Lizhen Qu;Shaodi You;Zhenglu Yang;Jiawan Zhang
8 复杂试验设计的理论与构造 奖励 刘民千;孙法省;杨建峰;杨金语
9 Change-Point Detection in Multinomial Data with a Large Number of Categories 期刊论文 Guanghui Wang;Changliang Zou;Guosheng Yin
10 Nearly column-orthogonal designs based on leave-one-out good lattice point sets 期刊论文 Ru Yuan;Dennis K.J. Lin;Min-Qian Liu
11 Construction of uniform designs and complex-structured uniform designs via via Partitionable t-Designs 期刊论文 Hengzhen Huang;Huangsheng Yu;刘民千;Dianhua Wu
12 Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS 期刊论文 Tianxi Cai;T. Tony Cai;Katherine Liao;Weidong Liu
13 Consistent Selection of the Number of Change-Points via Sample-Splitting 期刊论文 Zou Changliang;Wang Guanghui;Li Runze
14 Multi-Point Semantic Representation for Intent Classification 会议论文 Jinghan Zhang;Yuxiao Ye;Yue Zhang;Likun Qiu;Bin Fu;Yang Li;Zhenglu Yang;Jian Sun
15 Rank Based EWMA Procedure for Sequentially Detecting Changes of ProcessLocation and Variability 期刊论文 Zhonghua Li;Min Xie;Maoyuan Zhou
16 Phase II Monitoring of Generalized Linear Profiles Using Weighted Likelihood Ratio Charts 期刊论文 Dequan Qi;Zhaojun Wang;Xuemin Zi;Zhonghua Li
17 HAVAE: Learning Prosodic-Enhanced Representations of Rap Lyrics 会议论文 Hongru Liang;Qian Li;Haozheng Wang;Hang Li;Jun Wang;Zhe Sun;Jin-Mao Wei;Zhenglu Yang
18 A theory on constructing blocked two-level designs with general minimum lower order confounding 期刊论文 Zhao Yuna;Zhao Shengli;Liu Min-Qian
19 Simultaneous Confidence Bands in Nonlinear Regression Models with Nonstationarity 期刊论文 Degui Li;Weidong Liu;Qiying Wang;Wei Biao Wu
20 An Adaptive Lack of Fit Test for Big Data 期刊论文 Yanyan Zhao;Changliang Zou;Wang Zhaojun
21 基于大数据深度学习的个性化新闻推荐方法 专利 杨征路;陈佳蔚;杨军
22 Phenome-Wide Association Study of Autoantibodies to Citrullinated and Noncitrullinated Epitopes in Rheumatoid Arthritis 期刊论文 Katherine P. Liao;Jeffrey A. Sparks;Boris P. Hejblum;I-Hsin Kuo;Jing Cui;Lauren J. Lahey;Andrew Cagan;Vivian S. Gainer;Weidong Liu;T. Tony Cai;Jeremy Sokolove;Tianxi Cai
23 A Distribution-Free Multivariate Control Chart 期刊论文 Nan Chen;Xuemin Zi;Changliang Zou
24 A Likelihood Ratio Test-Based Control Chart for Monitoring Polynomial Profiles 期刊论文 Jiujun Zhang;Hui Zhang;Ruimei Yang;Chuan He;Zhonghua Li
25 CONSTRUCTION OF ORTHOGONAL SYMMETRIC LATIN HYPERCUBE DESIGNS 期刊论文 Wang Lin;Sun Fasheng;Lin Dennis K. J.;Liu Min-Qian
26 Spatiotemporal-Aware Region Recommendation with Deep Metric Learning 会议论文 Hengpeng Xu;Yao Zhang;Jinmao Wei;Zhenglu Yang;Jun Wang
27 Projection-based outlier detection in functional data 期刊论文 Haojie Ren;Nan Chen;Changliang Zou
28 Graph Estimation for Matrix-variate Gaussian Data 期刊论文 Xi Chen;Weidong Liu
29 Large-Scale Multiple Testing of Correlations 期刊论文 T. Tony Cai;Weidong Liu
30 A Simple Spatial-Sign-Based Two- Sample Test for High-Dimensional Data 期刊论文 Yang Li;Zhaojun Wang;Changliang Zou
31 Testing Constancy of conditional variance in high dimension 期刊论文 Lu Deng;Changliang Zou;Zhaojun Wang;Xin Chen
32 Flexible sliced Latin hypercube designs with slices of different sizes 期刊论文 袁茹;郭兵;刘民千
33 Feature Selection by Maximizing IndependentClassification Information 期刊论文 Jun Wang;Jin-Mao Wei;Zhenglu Yang;Shu-Qin Wang
34 Effective Representing Information Network by Variational Autoencoder 会议论文 Hang Li;Haozheng Wang;Zhenglu Yang;Haochen Liu
35 A Setwise EWMA Scheme for Monitoring High-Dimensional Datastreams 期刊论文 Feng Long;Ren Haojie;Zou Changliang
36 Two-sample Spatial Rank Test Using Projection 期刊论文 Hui Chen;Zhaojun Wang;Xuemin Zi
37 均匀试验设计的理论和应用 专著 方开泰;刘民千;覃红;周永道
38 On Construction of Optimal Two-Level Designs with Multi Block Variables 期刊论文 Zhao Yuna;Zhao Shengli;Liu Minqian
39 False Discovery Rates for Large-Scale Model Checking under Certain Dependence 期刊论文 Lu Deng;Xuemin Zi;Zhonghua Li
40 On-line Monitoring Data Quality of High-dimensional Data Streams 期刊论文 Dequan Qi;Zhonghua Li;Zhaojun Wang
41 A Comparative Study of Memory-Type Control Charts Based on Robust Scale Estimators 期刊论文 Zhi Song;Yanchun Liu;Zhonghua Li;Jiujun Zhang
42 A scalable nonparametric specification testing for massive data 期刊论文 Yanyan Zhao;Changliang Zou;Zhaojun Wang
43 A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis 期刊论文 Kamran Paynabar;Changliang Zou;Peihua Qiu
44 Composite T2 Tests for High-Dimensional Data 期刊论文 Long Feng;Changliang Zou;Zhaojun Wang;Lixing Zhu
45 Goodness-Of-Fit-Based Outlier Detection for Phase I Monitoring 期刊论文 Xiaona Yang;Zhaojun Wang;Xuemin Zi
46 Nonparametric Testing in Regression Models with Wilcoxon-Type Generalized Likelihood Ratio 期刊论文 Long Feng;Zhaojun Wang;Chunming Zhang;Changliang Zou
47 Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation 会议论文 Chengyi Wang;Yu Wu;Shujie Liu;Zhenglu Yang;Ming Zhou
48 Sliced Latin hypercube designs with both branching and nested factors 期刊论文 Chen Hao;Yang Jinyu;Lin Dennis K J;Liu Min Qian
49 Outlier Detection in High-Dimensional Regression Model 期刊论文 Tao Wang;Zhonghua Li
50 A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics 期刊论文 Hongru Liang;Haozheng Wang;Qian Li;Jun Wang;Guandong Xu;Jiawei Chen;Jin-Mao Wei;Zhenglu Yang
51 A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task 会议论文 Qian Li;Ziwei Li;Jin-Mao Wei;Yanhui Gu;Adam Jatowt;Zhenglu Yang
52 Nonparametric Dynamic Curve Monitoring 期刊论文 Peihua Qiu;Xuemin Zi;Changliang Zou
53 长江学者奖励计划青年学者 奖励 邹长亮
54 A control scheme for monitoring process covariance matrices with more variables than observations 期刊论文 Zhonghua Li;Fugee Tsung
55 An Efficient Approach to Detect Changed Regions in the Image 期刊论文 Jiaqi Li;Zhonghua Li
56 Nearly orthogonal Latin hypercube designs for many design columns 期刊论文 Wang Lin;Yang Jian-Feng;Lin Dennis K. J.;Liu Min-Qian
57 A method for augmenting supersaturated designs 期刊论文 Zhang Qiao-Zhen;Dai Hong-Sheng;Liu Min-Qian;Wang Ya
58 Structural Similarity and Difference Testing on Multiple Sparse Gaussian Graphical Models 期刊论文 Weidong Liu
59 Uniform sliced Latin hypercube designs 期刊论文 Chen Hao;Huang Hengzhen;Lin Dennis K. J.;Liu Min-Qian
60 Robust Multicategory Support Matrix Machine 期刊论文 Qian C.;Quoc T-D.;Fu S.;Zou C.;Liu Y.
61 Likelihood Ratio Test-Based Chart for Monitoring the Process Variability 期刊论文 Jiujun Zhang;Chuan He;Zhonghua Li;Zhaojun Wang
62 Multivariate-sign-based high-dimensional tests for the two samplelocation problem 期刊论文 Long Feng;Changliang Zou;Zhaojun Wang
63 Control Chart for Monitoring the Coefficient of Variation with an Exponentially Weighted Moving Average Procedure 期刊论文 Jiujun Zhang;Zhonghua Li;Zhaojun Wang
64 CONSTRUCTION OF SLICED MAXIMIN-ORTHOGONAL LATIN HYPERCUBE DESIGNS 期刊论文 Jinyu Yang;Hao Chen;Dennis K. J. Lin;Min-Qian Liu
65 Outlier detection for high-dimensional data 期刊论文 Kwangil Ro;Changliang Zou;Zhaojun Wang;Guosheng Yin
66 Joint Probability Consistent Relation Analysis for Document Representation 会议论文 Yang Wei;Jinmao Wei;Zhenglu Yang;Yu Liu
67 Construction of second-order orthogonal sliced Latin hypercube designs 期刊论文 Rui-Yuan Cao;Min-Qian Liu
68 Robust Multivariate Control Chart Based on Goodness-of-Fit Test 期刊论文 Chen Zhang;Nan Chen;Changliang Zou
69 Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation 期刊论文 T. Tony Cai;Weidong Liu;Harrison H. Zhou
70 An Effective Framework for Question Answering over Freebase via Reconstructing Natural Sequences 会议论文 Bin Yue;Min Gui;Jiahui Guo;Jin-Mao Wei;Zhenglu Yang;Shaodi You
71 Variable selection for kriging in computer experiments 期刊论文 黄恒振;Dennis K. J. Lin;刘民千;张巧真
72 Phase I analysis of multivariate profiles based on regression adjustment 期刊论文 Jiajia Zhang;Haojie Ren;Rui Yao;Changliang Zou;Zhaojun Wang
73 Comparison of a Large Number of Regression Curves 期刊论文 Guanghui Wang;Zhaojun Wang;Changliang Zou
74 Diagnostic studies in sufficient dimension reduction 期刊论文 Xin Chen;R. Dennis Cook;Changliang Zou
75 Self-starting Monitoring Scheme for Poisson Count Data with Varying Population Sizes 期刊论文 Xiaobei Shen;Kwok-Leung Tsui;Changliang Zou;William H. Woodall
76 A Fast Approach for Semantic Similar Short Texts Retrieval 会议论文 Yanhui Gu;Zhenglu Yang;Junsheng Zhou;Weiguang Qu;Jinmao Wei;Xintian Shi
77 Nonparametric Profile Monitoring Using Dynamic Probability Control Limits 期刊论文 Wenwan Yang;Changliang Zou;Zhaojun Wang
78 A Cramer-von Mises Test-based Distribution-free Control Chart for Joint Monitoring of Location and Scale 期刊论文 Jiujun Zhang;Erjie Li;Zhonghua Li
79 Nested Latin hypercube designs with sliced structures 期刊论文 Hao Chen;Min-Qian Liu
80 Distributed Inference for Linear Support Vector Machine 期刊论文 Xiaozhou Wang;Zhuoyi Yang;Xi Chen;Weidong Liu
81 Column-orthogonal strong orthogonal arrays and sliced strong orthogonal arrays 期刊论文 Liu Haiyan;Liu Min-Qian
82 Theory and Application of Uniform Experimental Designs 专著 Kai-Tai Fang;Min-Qian Liu;Hong Qin;Yong-Dao Zhou
83 An Enhanced Short Text Categorization Model with Deep Abundant Representation 期刊论文 Yanhui Gu;Min Gu;Yi Long;Guandong Xu;Zhenglu Yang;Junsheng Zhou;Weiguang Qu
84 Multiple change-point detection in high dimension' 期刊论文 Yunlong Wang;Changliang Zou;Zhaojun Wang;Guosheng Yin
85 An Enhanced Convolutional Neural Network Model for Answer Selection 会议论文 Jiahui Guo;Bin Yue;Guandong Xu;Zhenglu Yang;Jin-Mao Wei
86 计算机试验的多精度设计 奖励 孙法省;刘民千;钱智光
87 Document Summarization with VHTM: Variational Hierarchical Topic-Aware Mechanism 会议论文 Xiyan Fu;Jun Wang;Jinghan Zhang;Jin-Mao Wei;Zhenglu Yang
88 Mixed 2- and 2r-level fractional factorial split-plot designs with clear effects 期刊论文 韩晓雪;刘民千;杨建峰;赵胜利
89 Quantile Regression Under Memory Constraint 期刊论文 Xi Chen;Weidong Liu;Yichen Zhang
90 Supervised Feature Selection by Preserving Class Correlation 会议论文 Jun Wang;Jinmao Wei;Zhenglu Yang
91 A NEW CLASS OF NESTED (NEARLY) ORTHOGONAL LATIN HYPERCUBE DESIGNS 期刊论文 Xue Yang;Jian-Feng Yang;Dennis K. J. Lin;Min-Qian Liu
92 JTAV: Jointly Learning Social Media Content by Fusing Textual, Acoustic, and Visual Feature 会议论文 Hongru Liang;Haozheng Wang;Jun Wang;Shaodi You;Jin-Mao Wei;Zhenglu Yang
93 Construction of Latin hypercube designs with nested and sliced structures 期刊论文 郭兵;陈雪平;刘民千
94 Effective Strategies on Representing InformationNetworks 会议论文 Hang Li;Haozheng Wang;Zhenglu Yang;Jin-Mao Wei;Masato Odagaki
95 Phase-II Monitoring in Multichannel Profile Observations 期刊论文 Haojie Ren;Nan Chen;Zhaojun Wang
96 SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks 期刊论文 Wei Shen;Jiawei Han;Jianyong Wang;Xiaojie Yuan;Zhenglu Yang
97 A Multiple-Case Deletion Approach for Detecting Influential Points in High-Dimensional Regression 期刊论文 Tao Wang;Qun Li;Qingpei Zang;Zhonghua Li
98 Asymmetrical split-plot designs with clear effects 期刊论文 Han Xiaoxue;Chen Jianbin;Liu Min-Qian;Zhao Shengli
99 Computer Experiments With Both Qualitative and Quantitative Variables 期刊论文 Huang Hengzhen;Lin Dennis K. J.;Liu Min-Qian;Yang Jian-Feng
100 Two Sample Behrens-Fisher problem for high-dimensional data 期刊论文 Long Feng;Changliang Zou;Zhaojun Wang;Lixing Zhu
101 Optimal maximin L2-distance Latin hypercube designs 期刊论文 周伟萍;杨建峰;刘民千
102 Construction of (nearly) orthogonal sliced Latin hypercube designs 期刊论文 Xiao-Lei Wang;Yu-Na Zhao;Jian-Feng Yang;Min-Qian Liu
103 Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks 会议论文 Peizhi Wu;Yi Tu;Xiaojie Yuan;Adam Jatowt;Zhenglu Yang
104 Variation Autoencoder Based Network RepresentationLearning for Classification 会议论文 Hang Li;Haozheng Wang;Zhenglu Yang;Masato Odagaki
105 Weighted Likelihood Ratio Chart for Statistical Monitoring of Queueing Systems 期刊论文 Dequan Qi;Zhonghua Li;Xuemin Zi;Zhaojun Wang
106 Testing Independence with High-Dimensional Correlated Samples 期刊论文 Xi Chen;Weidong Liu
107 Acceleration of the stochastic search variable selection via componentwise Gibbs sampling 期刊论文 Huang Hengzhen;Zhou Shuangshuang;Liu Min-Qian;Qi Zong-Feng
108 A Generally Weighted Moving Average Control Chart for Monitoring the Coefficient of Variation 期刊论文 Rui Chen;Zhonghua Li;Jiujun Zhang
109 On-Line Control of False Discovery Rates for Multiple Datastreams 期刊论文 Lilun Du;Changliang Zou
110 An Effective System for Managing Biological Data 会议论文 Li Qian;Yang Zhenglu;Cao Wei;Shimizu Kentaro
111 Rank Based EWMA Procedure for Sequentially Detecting Changes of ProcessLocation and Variability 期刊论文 Zhonghua Li;Min Xie;Maoyuan Zhou
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