基于知识指导和模糊信息粒化的时序大数据分析和挖掘

11571001
2015
A0602.信息技术与不确定性的数学理论与方法
于福生
面上项目
教授
北京师范大学
50万元
时序大数据;知识发现;数据挖掘;知识指导;模糊信息粒化
2016-01-01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 Trajectory clustering using a new distance based on minimum convex hull 会议论文 Gao Xu;Yu Fusheng
2 Clustering of interval-valued time series of unequal length based on improved dynamic time warping 期刊论文 Wang Xiao;Yu Fusheng;Pedrycz Witold;Yu Lian
3 New knowledge-transmission mechanisms based horizontal collaborative fuzzy clustering algorithms for unequal-length time series 期刊论文 Jiang Shurong;Yu Fusheng
4 Fuzzy C-means with Spatiotemporal Constraints 会议论文 Gao Xu;Yu Fusheng
5 A Novel Time Series Forecasting Method Based on Fuzzy Visibility Graph 会议论文 Zhou Jingyi;Wang Jiayin;Yu Fusheng;Yu Lian;Wang Xiao
6 Temporal Fuzzy Association Rules Mining Based on Fuzzy Information Granulation 会议论文 Li Zebang;Bu Fan;Yu Fusheng
7 Horizontal collaborative fuzzy clustering based on similarity matrix 会议论文 Yan Liu;Fusheng Yu;Jiang Xu
8 Long-term forecasting of time series based on linear fuzzy information granules and fuzzy inference system 期刊论文 Yang Xiyang;Yu Fusheng;Pedrycz Witold
9 Hierarchical clustering of unequal-length time series with area-based shape distance 期刊论文 Wang Xiao;Yu Fusheng;Pedrycz Witold;Wang Jiayin
10 A new knowledge-transmission mechanisms based horizontal collaborative fuzzy clustering algorithms for unequal-length time series 会议论文 Jiang Shurong;Wang Jianlong;Yu Fusheng
11 Linear fuzzy information granulation based classification method for unequal length time series 会议论文 Yining Gao;Fusheng Yu
12 An Improved Fuzzy C-means Clustering Algorithm 会议论文 Duan Lingzi;Yu Fusheng;Zhan Li
13 Knowledge Matching in Horizontal Collaborative Fuzzy Clustering 会议论文 Liu Longshu;Yu Fusheng;Wang Fangyang
14 A one-factor granular fuzzy logical relationship based multi-point ahead prediction model 会议论文 Fang Li;Huiln Yang;Fusheng Yu;Fangyang Wang;Xiao Wang
15 A new adaptive fuzzy cognitive map-based forecasting model for time series 会议论文 Yihan Wang;Fusheng Yu;Wladyslaw Homenda;Agnieszka Jastrzebska;Xiao Wang
16 A long-association relationship based forecasting method for time series 会议论文 Li Fang;Yu Fusheng
17 Mining temporal association rules of attributed graph sequence at different conceptual hierarchy 会议论文 Qikai Guo;Fusheng Yu
18 Note on hesitant fuzzy prioritized weighted operators 期刊论文 Li Deqing;Zeng Wenyi;Li Junhong;Yu Fusheng
19 Rank Factor Granules with Fuzzy Collaborative Clustering and Factor Space Theory 期刊论文 Liu Shihu;Yu Fusheng;Wang Patrick S. P.
20 Granularity Approach for Multi-Criteria Decision Making About Hybrid Evaluation Information 期刊论文 Shihu Liu;Fusheng Yu;Patrick S. P. Wang
21 Computational Intelligence in Astronomy: A Survey 期刊论文 Wang Ke;Guo Ping;Yu Fusheng;Duan Lingzi;Wang Yuping;Du Hui
22 Time-series clustering based on linear fuzzy information granules 期刊论文 Duan Lingzi;Yu Fusheng;Pedrycz Witold;Wang Xiao;Yang Xiyang
23 A fast algorithm for mining temporal association rules based on a new definition 会议论文 Zhan Li;Yu Fusheng;Zhang Huixin
24 An area-based shape distance measure of time series 期刊论文 Wang Xiao;Yu Fusheng;Pedrycz Witold
25 Collaborative Fuzzy Clustering Method for Large Scale Interval Data 会议论文 Liu Yan;Yu Fusheng;Ma Jie
26 On gradient weighting based fuzzy clustering for graph data 会议论文 Liu Shihui;Jia Liping;Yu Fusheng
27 Fuzzy Partition Based Period Detection Method for Numerical Time Series 会议论文 Xu Jing;Yu Fusheng;Liu Yuming;Wang Xiao
28 Multi-factor one-order cross-association fuzzy logical relationships based forecasting models of time series 期刊论文 Li Fang;Yu Fusheng
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