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Machine Learning (ML) - April 2008, issue 1 论文列表

本期论文列表
Inductive process modeling

Joint feature re-extraction and classification using an iterative semi-supervised support vector machine algorithm

A k-norm pruning algorithm for decision tree classifiers based on error rate estimation

Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path

Discovering significant patterns

Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move

Learning symmetric causal independence models

Learning (k,l)-contextual tree languages for information extraction from web pages

Learning the structure of dynamic Bayesian networks from time series and steady state measurements

On reoptimizing multi-class classifiers

Efficient approximate leave-one-out cross-validation for kernel logistic regression

Layered critical values: a powerful direct-adjustment approach to discovering significant patterns