Machine Learning（ML ）的DECEMBER 2012, ISSUE 3论文列表

卷期号： December 2012, issue 3

发布时间：

卷期年份： 2012

卷期官网： https://link.springer.com/journal/10994/volumes-and-issues/89-3

Guest editorial: special issue on Inductive Logic Programming (ILP 2011)

k-Optimal: a novel approximate inference algorithm for ProbLog

Relational networks of conditional preferences

Learning compact Markov logic networks with decision trees

Online Bayesian inference for the parameters of PRISM programs

Learning directed relational models with recursive dependencies

Guest editors’ introduction: special issue of selected papers from ECML PKDD 2011

Good edit similarity learning by loss minimization

Novel high intrinsic dimensionality estimators

Generating feature spaces for linear algorithms with regularized sparse kernel slow feature analysis

Sequential approaches for learning datum-wise sparse representations

Preference-based reinforcement learning: a formal framework and a policy iteration algorithm

Focused multi-task learning in a Gaussian process framework

Learning monotone nonlinear models using the Choquet integral