843 search results - page 120 / 169 » Learning aspect models with partially labeled data |
135
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PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. In this paper, we present an extensive study of the cuttingplane algorithm (CPA) applied to structural kernels for advanced text classification on large datasets. In par...
159
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SIGIR
2008
ACM
15 years 3 months ago
2008
ACM
In many Web applications, such as blog classification and newsgroup classification, labeled data are in short supply. It often happens that obtaining labeled data in a new domain ...
167
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CHI
2011
ACM
14 years 7 months ago
2011
ACM
While many devices today increasingly have the ability to predict human activities, it is still difficult to build accurate personalized machine learning models. As users today wi...
136
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SIGSOFT
2005
ACM
16 years 4 months ago
2005
ACM
There is an increasing interest in techniques that support measurement and analysis of fielded software systems. One of the main goals of these techniques is to better understand ...
138
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UAI
1993
15 years 5 months ago
1993
In previous work we developed a method of learning Bayesian Network models from raw data. This method relies on the well known minimal description length (MDL) principle. The MDL ...