Mining Uncertain Data Streams Using Clustering Feature Decision Trees

2011 ◽  
pp. 195-208 ◽  
Author(s):  
Wenhua Xu ◽  
Zheng Qin ◽  
Hao Hu ◽  
Nan Zhao
Keyword(s):  
Decision Trees ◽  
Data Streams ◽  
Uncertain Data ◽  
Uncertain Data Streams

Learning accurate very fast decision trees from uncertain data streams

2014 ◽  
Vol 46 (16) ◽  
pp. 3032-3050 ◽  
Author(s):  
Chunquan Liang ◽  
Yang Zhang ◽  
Peng Shi ◽  
Zhengguo Hu
Keyword(s):  
Decision Trees ◽  
Data Streams ◽  
Uncertain Data ◽  
Uncertain Data Streams ◽  
Fast Decision

Learning Decision Trees from Time-changing Uncertain Data Streams

2013 ◽  
Vol 12 (24) ◽  
pp. 8469-8475
Author(s):  
Chunquan Liang ◽  
Yang Zhang ◽  
Shaojun Hu
Keyword(s):  
Decision Trees ◽  
Data Streams ◽  
Uncertain Data ◽  
Uncertain Data Streams

Continuous monitoring of skylines over uncertain data streams

2012 ◽  
Vol 184 (1) ◽  
pp. 196-214 ◽  
Author(s):  
Xiaofeng Ding ◽  
Xiang Lian ◽  
Lei Chen ◽  
Hai Jin
Keyword(s):  
Data Streams ◽  
Continuous Monitoring ◽  
Uncertain Data ◽  
Uncertain Data Streams

Optimizing Multi-Top-k Queries over Uncertain Data Streams

2013 ◽  
Vol 25 (8) ◽  
pp. 1814-1829 ◽  
Author(s):  
Tao Chen ◽  
Lei Chen ◽  
M.Tamer Ozsu ◽  
Nong Xiao
Keyword(s):  
Data Streams ◽  
Uncertain Data ◽  
Uncertain Data Streams

An Algorithm Based on Compressed Tree and Bit Vector Table for Mining Frequent Patterns on Uncertain Data Streams

2012 ◽  
Vol 7 (20) ◽  
pp. 389-398
Author(s):  
Jun Dong ◽  
Yuanyuan Zhang ◽  
Wei Song ◽  
Jiadong Ren
Keyword(s):  
Data Streams ◽  
Uncertain Data ◽  
Frequent Patterns ◽  
Uncertain Data Streams ◽  
Bit Vector

scholarly journals Efficiently Predicting Frequent Patterns over Uncertain Data Streams

2019 ◽  
Vol 160 ◽  
pp. 15-22
Author(s):  
Chuan-Ming Liu ◽  
Kuan-Teng Liao
Keyword(s):  
Data Streams ◽  
Uncertain Data ◽  
Frequent Patterns ◽  
Uncertain Data Streams
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