1577 search results - page 73 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
178
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PAKDD
2011
ACM
14 years 4 months ago
2011
ACM
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
110
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AIED
2005
Springer
15 years 7 months ago
2005
Springer
In this paper, we show how using data mining algorithms can help discovering pedagogically relevant knowledge contained in databases obtained from Web-based educational systems. Th...
154
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ML
2012
ACM
13 years 9 months ago
2012
ACM
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
109
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CORR
2008
Springer
15 years 1 months ago
2008
Springer
We present recent results from the LCDM3 collaboration between UIUC Astronomy and NCSA to deploy supercomputing cluster resources and machine learning algorithms for the mining of ...
102
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FGCS
2007
15 years 1 months ago
2007
Abstract— We describe a grid-based approach for enterprisescale data mining that leverages database technology for I/O parallelism, and on-demand compute servers for compute para...