4085 search results - page 207 / 817 » Benchmarking Data Mining Algorithms |
130
Voted
ICDM
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
138
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KDD
2007
ACM
16 years 4 months ago
2007
ACM
Accurate localization of mobile objects is a major research problem in sensor networks and an important data mining application. Specifically, the localization problem is to deter...
117
Voted
MLG
2007
Springer
15 years 9 months ago
2007
Springer
While recent algorithms for mining the frequent subgraphs of a database are efficient in the general case, these algorithms tend to do poorly on databases that have a few or no la...
117
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PAKDD
2010
ACM
15 years 8 months ago
2010
ACM
Abstract. Integrative mining of heterogeneous data is one of the major challenges for data mining in the next decade. We address the problem of integrative clustering of data with ...
135
Voted
CIBCB
2009
IEEE
15 years 4 months ago
2009
IEEE
Data mining is the analysis of experimental datasets to extract trends and relationships that can be meaningful for the user. In genetic studies these techniques have revealed inte...