开课单位--波兹南理工大学
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Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Minimization[决策规则的算法进行有序分类基于秩损失最小化]
  Krzysztof Dembczynski(波兹南理工大学)  author: Krzysztof Dembczynski, Institute of Computing Science, Poznan University of Technology
热度：69

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Maximum Likelihood Rule Ensembles[最大似然规则集合]
  Wojciech Kotlowski(波兹南理工大学) We propose a new rule induction algorithm for solving classification problems via probability estimation. The main advantage of decision rules is thei...
热度：402

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Minimax algorithm for learning rotations [用于学习旋转的极大极小值算法]
  Wojciech Kotlowski(波兹南理工大学) It is unknown what is the most suitable regularization for rotation matrices and how to maintain uncertainty over rotations in an online setting. We p...
热度：77

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Rule Learning with Monotonicity Constraints[单调性约束的规则学习]
  Wojciech Kotlowski(波兹南理工大学) In the ordinal classification with monotonicity constraints, it is assumed that the class label should increase with increasing values on the attribu...
热度：103
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