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Machine Learning (ML) - August 2007, issue 2 论文列表

本期论文列表
Smooth relevance vector machine: a smoothness prior extension of the RVM

On the use of ROC analysis for the optimization of abstaining classifiers

Structured large margin machines: sensitive to data distributions

Discovering Significant Patterns

Invariant kernel functions for pattern analysis and machine learning

Predictive Modelling of Heterogeneous Sequence Collections by Topographic Ordering of Histories

PAV and the ROC convex hull

Annealing stochastic approximation Monte Carlo algorithm for neural network training

Active learning for logistic regression: an evaluation

A note on Platt’s probabilistic outputs for support vector machines