3949 search results - page 605 / 790 » Machine Learning and Data Mining |
159
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ICDM
2009
IEEE
16 years 1 months ago
2009
IEEE
—Lack of supervision in clustering algorithms often leads to clusters that are not useful or interesting to human reviewers. We investigate if supervision can be automatically tr...
167
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ICDM
2009
IEEE
16 years 1 months ago
2009
IEEE
—It is well known that the key of Bayesian classifier learning is to balance the two important issues, that is, the exploration of attribute dependencies in high orders for ensu...
186
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PKDD
2009
Springer
16 years 1 months ago
2009
Springer
Abstract. We address the problem of joint feature selection in multiple related classification or regression tasks. When doing feature selection with multiple tasks, usually one c...
184
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PKDD
2009
Springer
16 years 1 months ago
2009
Springer
Probabilistic relational models are an efficient way to learn and represent the dynamics in realistic environments consisting of many objects. Autonomous intelligent agents that gr...
131
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ICDM
2008
IEEE
16 years 27 days ago
2008
IEEE
The task of aligning sequences arises in many applications. Classical dynamic programming approaches require the explicit state enumeration in the reward model. This is often impr...