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Self-training semi-supervised classification based on density peaks of data 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 180-191
作者:  Wu, Di;  Shang, Mingsheng;  Luo, Xin;  Xu, Ji;  Yan, Huyong;  Deng, Weihui;  Wang, Guoyin
收藏  |  浏览/下载：179/0  |  提交时间：2018/03/05
Density peaks  Self-training  Semi-supervised classification  Supervised learning  
A novel water quality data analysis framework based on time-series data mining 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2017, 卷号: 196, 页码: 365-375
作者:  Deng, Weihui;  Wang, Guoyin
Adobe PDF(3551Kb)  |  收藏  |  浏览/下载：102/0  |  提交时间：2018/03/05
Time-series data mining  Cloud model  Water quality analysis  Similarity measure  Anomaly detection  Pattern discovery  
Fat node leading tree for data stream clustering with density peaks 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 120, 页码: 99-117
作者:  Xu, Ji;  Wang, Guoyin;  Li, Tianrui;  Deng, Weihui;  Gou, Guanglei
Adobe PDF(3853Kb)  |  收藏  |  浏览/下载：111/0  |  提交时间：2018/03/15
Data Stream Clustering  Density Peaks  Fat Node Leading Tree  Change Point  
Piecewise two-dimensional normal cloud representation for time-series data mining 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 374, 页码: 32-50
作者:  Deng, Weihui;  Wang, Guoyin;  Xu, Ji
Adobe PDF(2540Kb)  |  收藏  |  浏览/下载：129/0  |  提交时间：2018/03/15
Two-dimensional Normal Cloud  Representation  Dimensionality Reduction  Similarity Measure  Cloud Model  Time-series Data Mining  
DenPEHC: Density peak based efficient hierarchical clustering 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 373, 页码: 200-218
作者:  Xu, Ji;  Wang, Guoyin;  Deng, Weihui
Adobe PDF(1766Kb)  |  收藏  |  浏览/下载：346/0  |  提交时间：2018/03/15
Hierarchical Clustering  Density Peaks  Grid Granulation  Granular Computing  
A multi-granularity combined prediction model based on fuzzy trend forecasting and particle swarm techniques 期刊论文
NEUROCOMPUTING, 2016, 卷号: 173, 页码: 1671-1682
作者:  Deng, Weihui;  Wang, Guoyin;  Zhang, Xuerui;  Xu, Ji;  Li, Guangdi
Adobe PDF(785Kb)  |  收藏  |  浏览/下载：104/0  |  提交时间：2018/03/15
Fuzzy Time Series  Multi-granularity Combined Prediction Model  Fuzzy Trend Forecasting  Granular Space  Particle Swarm Techniques  
A novel hybrid water quality time series prediction method based on cloud model and fuzzy forecasting 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2015, 卷号: 149, 页码: 39-49
作者:  Deng, Weihui;  Wang, Guoyin;  Zhang, Xuerui
Adobe PDF(2034Kb)  |  收藏  |  浏览/下载：121/0  |  提交时间：2018/03/15
Water Quality Time Series Prediction  Cloud Model  Fuzzy Time Series  Approximate Periodicity  
Water quality prediction based on a novel fuzzy time series model and automatic clustering techniques 会议论文
10th International Conference on Rough Sets and Knowledge Technology, RSKT 2015, Tianjin, China, November 20, 2015 - November 23, 2015
作者:  Meng, Hui;  Wang, Guoyin;  Zhang, Xuerui;  Deng, Weihui;  Yan, Huyong;  Jia, Ruoran
Adobe PDF(198Kb)  |  收藏  |  浏览/下载：109/0  |  提交时间：2018/03/16
Water quality prediction based on an improved ARIMA- RBF model facilitated by remote sensing applications 会议论文
10th International Conference on Rough Sets and Knowledge Technology, RSKT 2015, Tianjin, China, November 20, 2015 - November 23, 2015
作者:  Qie, Jiying;  Yuan, Jiahu;  Wang, Guoyin;  Zhang, Xuerui;  Zhou, Botian;  Deng, Weihui
Adobe PDF(6574Kb)  |  收藏  |  浏览/下载：138/0  |  提交时间：2018/03/16
WATER QUALITY PREDICTION BASED ON A NOVEL HYBRID MODEL OF ARIMAAND RBF NEURAL NETWORK 会议论文
2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems (CCIS), PEOPLES R CHINA, NOV 27-29, 2014
作者:  Deng, Weihui;  Wang, Guoyin;  Zhang, Xuerui;  Guo, Yishuai;  Li, Guangdi
收藏  |  浏览/下载：129/0  |  提交时间：2018/03/15