2174 search results - page 211 / 435 » cluster 2007 |
180
click to vote
IJCAI
2007
15 years 8 months ago
2007
The martingale framework for detecting changes in data stream, currently only applicable to labeled data, is extended here to unlabeled data using clustering concept. The one-pass...
165
click to vote
ACL
2006
15 years 8 months ago
2006
We exploit the resources in the Arabic Treebank (ATB) and Arabic Gigaword (AG) to determine the best features for the novel task of automatically creating lexical semantic verb cl...
158
click to vote
ESANN
2006
15 years 8 months ago
2006
The training of Emergent Self-organizing Maps (ESOM ) with large datasets can be a computationally demanding task. Batch learning may be used to speed up training. It is demonstrat...
179
click to vote
ICMLA
2004
15 years 8 months ago
2004
Detecting outliers is an important topic in data mining. Sometimes the outliers are more interesting than the rest of the data. Outlier identification has lots of applications, su...
167
click to vote
HIS
2001
15 years 8 months ago
2001
To successfully prepare and model data, the data miner needs to be aware of the properties of the data manifold. In this chapter, the outline of a tool for automatically generating...