926 search results - page 34 / 186 » Large Scale Data Mining: Challenges and Responses |
166
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SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
In this paper, we propose GAD (General Activity Detection) for fast clustering on large scale data. Within this framework we design a set of algorithms for different scenarios: (...
166
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VLDB
1998
ACM
15 years 10 months ago
1998
ACM
The size of The Boeing Company posts some stringent requirements on data warehouse design and implementation. We summarize four interesting and challenging issues in developing ve...
171
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ICDM
2009
IEEE
16 years 20 days ago
2009
IEEE
Abstract—We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in ...
148
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KDD
2006
ACM
16 years 6 months ago
2006
ACM
In this work we focus on the problem of frequent itemset mining on large, out-of-core data sets. After presenting a characterization of existing out-of-core frequent itemset minin...
173
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IPPS
1996
IEEE
15 years 10 months ago
1996
IEEE
Efficient storage and retrieval of large multidimensional datasets is an important concernfor large-scale scientific computations such as long-running time-dependent simulations w...