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JMLR
2010
108views more  JMLR 2010»
13 years 25 days ago
Mining Recurring Concept Drifts with Limited Labeled Streaming Data
Pei-Pei Li, Xindong Wu, Xuegang Hu
WIS
2004
13 years 7 months ago
A Wireless Data Stream Mining Model
The sensor networks, web click stream and astronomical applications generate a continuous flow of data streams. Most likely data streams are generated in a wireless environment. Th...
Mohamed Medhat Gaber, Shonali Krishnaswamy, Arkady...
SIGMOD
2006
ACM
148views Database» more  SIGMOD 2006»
14 years 6 months ago
Research issues in data stream association rule mining
There exist emerging applications of data streams that require association rule mining, such as network traffic monitoring and web click streams analysis. Different from data in t...
Nan Jiang, Le Gruenwald
KDD
2000
ACM
95views Data Mining» more  KDD 2000»
13 years 9 months ago
Hancock: a language for extracting signatures from data streams
Corinna Cortes, Kathleen Fisher, Daryl Pregibon, A...
SDM
2011
SIAM
256views Data Mining» more  SDM 2011»
12 years 8 months ago
Temporal Structure Learning for Clustering Massive Data Streams in Real-Time
This paper describes one of the first attempts to model the temporal structure of massive data streams in real-time using data stream clustering. Recently, many data stream clust...
Michael Hahsler, Margaret H. Dunham