3050 search results - page 197 / 610 » On-line Algorithms in Machine Learning |
147
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MLDM
2007
Springer
15 years 10 months ago
2007
Springer
In this paper we propose a new criterion, based on Minimum Description Length (MDL), to estimate an optimal number of clusters. This criterion, called Kernel MDL (KMDL), is particu...
112
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ICANN
2003
Springer
15 years 9 months ago
2003
Springer
Combining machine learning models is a means of improving overall accuracy.Various algorithms have been proposed to create aggregate models from other models, and two popular examp...
114
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CIDM
2009
IEEE
15 years 8 months ago
2009
IEEE
In this paper, we investigate the topic of gender identification for short length, multi-genre, content-free e-mails. We introduce for the first time (to our knowledge), psycholing...
126
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NIPS
2008
15 years 5 months ago
2008
Many machine learning algorithms can be formulated in the framework of statistical independence such as the Hilbert Schmidt Independence Criterion. In this paper, we extend this c...
122
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BIOCOMP
2006
15 years 5 months ago
2006
- The rapid growth in the amount of molecular genetic data being collected will, in many cases, require the development of new analytic methods for the analysis of that data. In th...