Friday, December 09, 2005

Machine Learning Topics

Particle Swarm Optimization
wikipedia
Swarm Intelligence

Ant Algorithms
ant colony optimization

Reinforcement Learning
wikipedia
Q-learning
Q-learning definition
Markov decision process

Computational Learning Theory
wikipedia
VC dimension

Principle of maximum entropy

Ensembles, Bagging and Boosting
Boosting

Meta-Learning
METAL KDD
Christophe Giraud-Carrier

HMMs
Hidden Markov model