大数据环境下基于GMDH的客户分类半监督集成模型研究

71471124
2014
G0112.信息系统与管理
肖进
面上项目
研究员
四川大学
60万元
GMDH;客户分类;集成学习;半监督分类;大数据
2015-01-01到2018-12-31
  • 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 基于数据分组处理(GMDH)的客户价值区分 奖励 肖进;刘敦虎;贺昌政;朱兵;腾格尔;谢玲
2 China's energy consumption forecasting by GMDH based auto-regressive model 期刊论文 Ling Xie;Jin Xiao;Yi Hu;Henjun Zhao;Yi Xiao
3 基于GMDH混合模型的能源消费量预测研究 奖励 肖进;孙海燕;刘敦虎;曹瀚文;汪寿阳
4 A new transferred feature selection algorithm for customer identification 期刊论文 Zhu Bing;Niu Yongge;Xiao Jin;Baesens Bart
5 A clustering and selection based transfer ensemble model for customer credit scoring 期刊论文 Jin Xiao;Ling Xie;Dunhu Liu;Yi Xiao;Yi Hu
6 基于GMDH混合模型的能源消费量预测研究 期刊论文 肖进;孙海燕;刘敦虎;曹瀚文;汪寿阳
7 Outlier detection model based on SOM for classification problem 会议论文 Jin Xiao;Qin Lei;Dunhu Li;Ling Xie
8 银行客户信用评估动态分类器集成选择模型 期刊论文 肖进;刘敦虎;顾新;汪寿阳
9 Machine Learning for Identification of Surgery with High Risk of Cancellation 期刊论文 Li Luo;Fengyi Zhang;RenRong Gon;Yao Yao;Jin Xiao
10 Use of group method of data handling for transport energy demand modeling 期刊论文 Geer Teng;Jin Xiao;Yue He;Tingting Zheng;Changzheng He
11 Throughput estimation based port development and management policies analysis 期刊论文 Xiao Yi;Wang Shouyang;Liu John J.;Xiao Jin;Hu Yi
12 动态能力视角下的战略转型过程机理研究 期刊论文 唐孝文;刘敦虎;肖进
13 Domestic air passenger traffic and economic growth in China: Evidence from heterogeneous panel models 期刊论文 Yi Hu;Jin Xiao;Ying Deng;Yi Xiao;Shouyang Wang
14 Linear complexity of generalized cyclotomic binary sequences of order 2d and length 2p(m) 期刊论文 Zuo Xuewu;Li Xu;Xiao Jin;Tang Yuanyan;Abbasi Rashid;Xu Lixiang
15 Application of multiscale analysis-based intelligent ensemble modelingon airport traffic forecast 期刊论文 Xiao Yi;John J;肖进;Hu Yi;Bu Hui;Wang Shouyang
16 A combined Weisfeiler-Lehman graph kernel for structured data 期刊论文 Xu Lixiang;Chen Xiu;Tang Yuanyan;Luo Bin;Cui Lixin;Xiao Jin
17 基于集成学习的CRM客户细分 奖励 肖进;刘敦虎;谢玲;腾格尔
18 Effect Analysis of Resampling Techniques on the Performance of Customer Credit Scoring Models 会议论文 Jing Chen;Ling Xie;Dunhu Liu;Jin Xiao
19 A hybrid reproducing graph kernel based on information entropy 期刊论文 Lixiang Xu;Xiaoyi Jiang;Lu Bai;Jin Xiao;Bin Luo
20 Cluster ensemble framework based on the group method of data handling 期刊论文 Teng Geer;He Changzheng;Xiao Jin;He Yue;Zhu Bing;Jiang Xiaoyi
21 四川大学·五粮春青年社科之星奖 奖励 肖进
22 The Analysis for the Cargo Volume with Hybrid Discrete Wavelet Modeling 期刊论文 Xiao Yi;Wang Shouyang;Xiao Ming;Xiao Jin;Hu Yi
23 Multiple dimensioned mining of financial fluctuation through radialbasis function networks 期刊论文 Yi Xiao;John Liu;Shouyang Wang;Yi Hu;Jin Xiao
24 The “six-element” analysis method for the research onthe characteristics of terrorist activities 期刊论文 Julei Fu;Duoyong Sun;Jian Chai;Jin Xiao;Shouyang Wang
25 企业战略转型过程、要素及作用机制研究 期刊论文 唐孝文;刘敦虎;肖进
26 Feature selection based dynamic transfer ensemble model for customer churn prediction 期刊论文 Jin Xiao;Yi Xiao;Anqiang Huang;Dunhu Liu;Shouyang Wang
27 A hybrid model based on selective ensemble for energy consumption forecasting in China 期刊论文 Xiao Jin;Li Yuxi;Xie Ling;Liu Dunhu;Huang Jing
28 Churn Prediction in Customer Relationship Management via GMDH-Based Multiple Classifiers Ensemble 期刊论文 Xiao Jin;Jiang Xiaoyi;He Changzheng;Teng Geer
29 代价敏感的目标客户选择半监督集成模型研究 期刊论文 肖进;刘潇潇;谢玲;刘敦虎;黄静
30 A hybrid model based on GMDH selective ensemble for China energy consumption forecasting 奖励 Jin Xiao;Yuxi Li;Dunhu Liu;Shouyang Wang;Ling Xie
31 四川省万人计划-天府社科菁英 奖励 肖进
32 GMDH-based semi-supervised feature selection for customer classification 期刊论文 Xiao Jin;Cao Hanwen;Jiang Xiaoyi;Gu Xin;Xie Ling
33 四川省创新型城市竞争力集成评价及结构解析 期刊论文 谢玲;顾新;肖进
34 Cost-Sensitive Semi-Supervised Ensemble Model for Customer Churn Prediction 会议论文 Jin Xiao;Lan Huang;Ling Xie
35 A multiscale modeling approach incorporating ARIMA and ANNs for financial market volatility forecasting 奖励 Yi Xiao;Jin Xiao;John Liu;Shouyang Wang
36 基于社会网络的恐怖活动时空特征分析 期刊论文 付举磊;肖进;孙多勇;汪寿阳
37 基于改进GMDH的目标客户选择模型研究 期刊论文 肖进;唐静;刘敦虎;谢玲;汪寿阳
38 客户信用评估半监督协同训练模型研究 期刊论文 肖进;薛书田;黄静;谢玲;顾新
39 A hybrid transfer learning model for crude oil price forecasting 期刊论文 Xiao Jin;Hu Yi;Xiao Yi;Xu Lixiang;Wang Shouyang
40 基于半监督学习的客户信用评估集成模型研究 期刊论文 黄静;薛书田;肖进
41 Oscillations extracting for the management of passenger flows in theairport of Hong Kong 期刊论文 Xiao Yi;Wang Shouyang;John J. Liu;肖进;Hu Yi
42 四川省第十三批“有突出贡献的优秀专家” 奖励 肖进
43 GMDH-based hybrid model for container throughput forecasting: Selective combination forecasting in nonlinear subseries 期刊论文 Lili Mo;Ling Xie;Xiaoyi Jiang;Geer Teng;Lixiang Xu;Jin Xiao
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