1577 search results - page 132 / 316 » Data Mining: Machine Learning, Statistics, and Databases |
ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
For large-scale classification problems, the training samples can be clustered beforehand as a downsampling pre-process, and then only the obtained clusters are used for training....
CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
The efficiency and robustness of a vision system is often largely determined by the quality of the image features available to it. In data mining, one typically works with immense...
135
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DASFAA
2011
IEEE
14 years 5 months ago
2011
IEEE
Bayesian network is a widely used tool for data analysis, modeling and decision support in various domains. There is a growing need for techniques and tools which can automatically...
104
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KDD
2009
ACM
16 years 2 months ago
2009
ACM
Given multiple time sequences with missing values, we propose DynaMMo which summarizes, compresses, and finds latent variables. The idea is to discover hidden variables and learn ...
135
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CISSE
2008
Springer
15 years 3 months ago
2008
Springer
We live in the information age, where the amount of data readily available already overwhelms our capacity to analyze and absorb it without help from our machines. In particular, ...