1061 search results - page 98 / 213 » Massive Data Pre-Processing with a Cluster Based Approach |
147
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ISI
2005
Springer
15 years 10 months ago
2005
Springer
Intelligence analysts are flooded with massive amounts of data from a multitude of sources and in many formats. From this raw data they attempt to gain insight that will provide de...
140
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COLING
2010
14 years 11 months ago
2010
We consider the task of summarizing a cluster of related sentences with a short sentence which we call multi-sentence compression and present a simple approach based on shortest p...
149
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IIS
2003
15 years 5 months ago
2003
Text clustering typically involves clustering in a high dimensional space, which appears difficult with regard to virtually all practical settings. In addition, given a particular...
272
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ICDE
2009
IEEE
16 years 6 months ago
2009
IEEE
Abstract-- When dealing with massive quantities of data, topk queries are a powerful technique for returning only the k most relevant tuples for inspection, based on a scoring func...
191
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JMLR
2010
14 years 11 months ago
2010
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...