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Machine Learning (ML) - July 2009, issue 1 论文列表

本期论文列表
Guest editors’ introduction: Special issue on Inductive Logic Programming (ILP-2008)

Brave induction: a logical framework for learning from incomplete information

The lattice structure and refinement operators for the hypothesis space bounded by a bottom clause

Using the bottom clause and mode declarations in FOL theory revision from examples

An investigation into feature construction to assist word sense disambiguation

Learning block-preserving graph patterns and its application to data mining

Guest editors’ introduction: Special Issue from ECML PKDD 2009

Sparse kernel SVMs via cutting-plane training

Learning multi-linear representations of distributions for efficient inference

Combining instance-based learning and logistic regression for multilabel classification

On structured output training: hard cases and an efficient alternative

Hybrid least-squares algorithms for approximate policy evaluation

A self-training approach to cost sensitive uncertainty sampling

Cost-sensitive learning based on Bregman divergences