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» Thread detection in dynamic text message streams
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117
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SIGIR
2006
ACM
15 years 6 months ago
Thread detection in dynamic text message streams
Text message stream is a newly emerging type of Web data which is produced in enormous quantities with the popularity of Instant Messaging and Internet Relay Chat. It is benefici...
Dou Shen, Qiang Yang, Jian-Tao Sun, Zheng Chen
102
Voted
JCP
2008
129views more  JCP 2008»
15 years 11 days ago
Conversation Extraction in Dynamic Text Message Stream
Le Wang, Yan Jia, Yingwen Chen
76
Voted
GLOBECOM
2006
IEEE
15 years 6 months ago
Building A Monitoring Overlay for Peer-to-Peer Streaming
— Current peer-to-peer (P2P) streaming systems often assume that nodes are cooperative to upload and download data. However, in the open environment of the Internet, this is not ...
Xing Jin, Qiuyan Xia, S.-H. Gary Chan
122
Voted
SDM
2007
SIAM
177views Data Mining» more  SDM 2007»
15 years 1 months ago
Bursty Feature Representation for Clustering Text Streams
Text representation plays a crucial role in classical text mining, where the primary focus was on static text. Nevertheless, well-studied static text representations including TFI...
Qi He, Kuiyu Chang, Ee-Peng Lim, Jun Zhang
100
Voted
PKDD
2010
Springer
183views Data Mining» more  PKDD 2010»
14 years 10 months ago
Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space
Data stream classification poses many challenges, most of which are not addressed by the state-of-the-art. We present DXMiner, which addresses four major challenges to data stream ...
Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Kh...