4085 search results - page 356 / 817 » Benchmarking Data Mining Algorithms |
155
Voted
SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
137
Voted
ICDM
2008
IEEE
15 years 11 months ago
2008
IEEE
The problem of selecting small groups of itemsets that represent the data well has recently gained a lot of attention. We approach the problem by searching for the itemsets that c...
128
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SDM
2004
SIAM
15 years 6 months ago
2004
SIAM
Clustering suffers from the curse of dimensionality, and similarity functions that use all input features with equal relevance may not be effective. We introduce an algorithm that...
139
Voted
ICDM
2007
IEEE
15 years 11 months ago
2007
IEEE
It is not surprising that there is strong interest in kNN queries to enable clustering, classification and outlierdetection tasks. However, previous approaches to privacypreservi...
167
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HIPC
2005
Springer
15 years 10 months ago
2005
Springer
Several challenging new applications demand the ability to do data mining on resource constrained devices. One such application is that of monitoring physiological data streams ob...