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Machine Learning (ML) - February 2011, issue 2 论文列表

本期论文列表
Introduction to the special issue on mining and learning with graphs

Efficiently mining δ-tolerance closed frequent subgraphs

Multi-way set enumeration in weight tensors

Detecting communities and their evolutions in dynamic social networks—a Bayesian approach

Statistical relational learning of trust

Topic level expertise search over heterogeneous networks

Stochastic relational processes: Efficient inference and applications

Editorial survey: swarm intelligence for data mining

Particle swarm optimizer for variable weighting in clustering high-dimensional data

Foraging theory for dimensionality reduction of clustered data

The Machine Learning journal: 25 years young

The changing science of machine learning

Learning to compete, coordinate, and cooperate in repeated games using reinforcement learning

Neural networks for relational learning: an experimental comparison

Languages as hyperplanes: grammatical inference with string kernels

Feature-subspace aggregating: ensembles for stable and unstable learners

Knows what it knows: a framework for self-aware learning

Anytime learning of anycost classifiers

An experimental test of Occam’s razor in classification