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146
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PKDD
2010
Springer
122views Data Mining» more  PKDD 2010»
15 years 2 months ago
Detecting Events in a Million New York Times Articles
We present a demonstration of a newly developed text stream event detection method on over a million articles from the New York Times corpus. The event detection is designed to ope...
Tristan Snowsill, Ilias N. Flaounas, Tijl De Bie, ...
141
Voted
IJCAI
2007
15 years 5 months ago
Detect and Track Latent Factors with Online Nonnegative Matrix Factorization
Detecting and tracking latent factors from temporal data is an important task. Most existing algorithms for latent topic detection such as Nonnegative Matrix Factorization (NMF) h...
Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qia...
134
Voted
PVLDB
2010
135views more  PVLDB 2010»
15 years 2 months ago
Similarity Search and Mining in Uncertain Databases
Managing, searching and mining uncertain data has achieved much attention in the database community recently due to new sensor technologies and new ways of collecting data. There ...
Matthias Renz, Reynold Cheng, Hans-Peter Kriegel, ...
110
Voted
IDA
2008
Springer
15 years 3 months ago
Towards more relevance-oriented data mining research
Data mining (DM) research has successfully developed advanced DM techniques and algorithms over the last few decades, and many organisations have great expectations to take more be...
Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
111
Voted
JSAI
2005
Springer
15 years 9 months ago
Exploration of Researchers' Social Network for Discovering Communities
Abstract. The research community plays a very important role in helping researchers undertake new research topics. The authors propose a community mining system that helps to find...
Ryutaro Ichise, Hideaki Takeda, Kosuke Ueyama