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ECML
2007
Springer
14 years 1 months ago
Learning Metrics Between Tree Structured Data: Application to Image Recognition
The problem of learning metrics between structured data (strings, trees or graphs) has been the subject of various recent papers. With regard to the specific case of trees, some a...
Laurent Boyer 0002, Amaury Habrard, Marc Sebban
ECML
2005
Springer
14 years 1 months ago
A Comparison of Approaches for Learning Probability Trees
Probability trees (or Probability Estimation Trees, PET’s) are decision trees with probability distributions in the leaves. Several alternative approaches for learning probabilit...
Daan Fierens, Jan Ramon, Hendrik Blockeel, Maurice...
COLT
1999
Springer
13 years 12 months ago
Exact Learning of Unordered Tree Patterns from Queries
Thomas R. Amoth, Paul Cull, Prasad Tadepalli
ACML
2009
Springer
14 years 2 months ago
Monte-Carlo Tree Search in Poker Using Expected Reward Distributions
Guy Van den Broeck, Kurt Driessens, Jan Ramon