977 search results - page 32 / 196 » An Algebraic Approach to Data Mining: Some Examples |
193
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ADMA
2005
Springer
15 years 8 months ago
2005
Springer
Web transaction data between web visitors and web functionalities usually convey users’ task-oriented behavior patterns. Clustering web transactions, thus, may capture such infor...
166
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ICDM
2007
IEEE
16 years 8 days ago
2007
IEEE
Support vector clustering transforms the data into a high dimensional feature space, where a decision function is computed. In the original space, the function outlines the bounda...
186
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PKDD
2010
Springer
15 years 3 months ago
2010
Springer
Data stream classification poses many challenges, most of which are not addressed by the state-of-the-art. We present DXMiner, which addresses four major challenges to data stream ...
158
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MLDM
2007
Springer
16 years 2 days ago
2007
Springer
Transduction is an inference mechanism “from particular to particular”. Its application to classification tasks implies the use of both labeled (training) data and unlabeled (...
171
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SDM
2008
SIAM
15 years 7 months ago
2008
SIAM
In this paper we explore private computation built on vector addition and its applications in privacypreserving data mining. Vector addition is a surprisingly general tool for imp...