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» Efficient decision tree construction on streaming data
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KDD
2003
ACM
170views Data Mining» more  KDD 2003»
9 years 8 months ago
Efficient decision tree construction on streaming data
Decision tree construction is a well studied problem in data mining. Recently, there has been much interest in mining streaming data. Domingos and Hulten have presented a one-pass...
Ruoming Jin, Gagan Agrawal
INFORMATICALT
2008
196views more  INFORMATICALT 2008»
8 years 8 months ago
An Efficient and Sensitive Decision Tree Approach to Mining Concept-Drifting Data Streams
Abstract. Data stream mining has become a novel research topic of growing interest in knowledge discovery. Most proposed algorithms for data stream mining assume that each data blo...
Cheng-Jung Tsai, Chien-I Lee, Wei-Pang Yang
KDD
2000
ACM
106views Data Mining» more  KDD 2000»
8 years 12 months ago
Efficient algorithms for constructing decision trees with constraints
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastog...
WISE
2006
Springer
9 years 2 months ago
Efficient Filtering Query Indexing in Data Stream
Filtering queries are widely used in data stream applications. As more and more filtering queries are registered in high-speed data stream management system, the processing efficie...
Ying Wang, Shuo Bai, Jianlong Tan, Li Guo
SAC
2002
ACM
8 years 8 months ago
Decision tree classification of spatial data streams using Peano Count Trees
Many organizations have large quantities of spatial data collected in various application areas, including remote sensing, geographical information systems (GIS), astronomy, compu...
Qiang Ding, Qin Ding, William Perrizo
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