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» Mining Text Using Keyword Distributions
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126
Voted
KDD
2002
ACM
186views Data Mining» more  KDD 2002»
16 years 3 months ago
Topic-conditioned novelty detection
Automated detection of the first document reporting each new event in temporally-sequenced streams of documents is an open challenge. In this paper we propose a new approach which...
Yiming Yang, Jian Zhang, Jaime G. Carbonell, Chun ...
GROUP
2005
ACM
15 years 8 months ago
Real-world oriented information sharing using social networks
While users disseminate various information in the open and widely distributed environment of the Semantic Web, determination of who shares access to particular information is at ...
Junichiro Mori, Tatsuhiko Sugiyama, Yutaka Matsuo
145
Voted
KDD
2010
ACM
218views Data Mining» more  KDD 2010»
15 years 6 months ago
Online multiscale dynamic topic models
We propose an online topic model for sequentially analyzing the time evolution of topics in document collections. Topics naturally evolve with multiple timescales. For example, so...
Tomoharu Iwata, Takeshi Yamada, Yasushi Sakurai, N...
117
Voted
SIGMOD
2010
ACM
260views Database» more  SIGMOD 2010»
15 years 7 months ago
Towards proximity pattern mining in large graphs
Mining graph patterns in large networks is critical to a variety of applications such as malware detection and biological module discovery. However, frequent subgraphs are often i...
Arijit Khan, Xifeng Yan, Kun-Lung Wu
KDD
2008
ACM
142views Data Mining» more  KDD 2008»
16 years 3 months ago
Efficient ticket routing by resolution sequence mining
IT problem management calls for quick identification of resolvers to reported problems. The efficiency of this process highly depends on ticket routing--transferring problem ticke...
Qihong Shao, Yi Chen, Shu Tao, Xifeng Yan, Nikos A...