Browsing Institutes and Centres by Author "Theodoridis, Theodoros"

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Learning environment models in car racing using stateful genetic programming

Agapitos, Alexandros ; O'Neill, Michael ; Brabazon, Anthony ; Theodoridis, Theodoros (IEEE, 2011-08-31)

For computational intelligence to be useful in creating game agent AI we need to focus on methods that allow the creation and maintenance of models for the environment, which the artificial agents inhabit. Maintaining a ...
Maximum margin decision surfaces for increased generalisation in evolutionary decision tree learning

Agapitos, Alexandros ; O'Neill, Michael ; Brabazon, Anthony ; Theodoridis, Theodoros (Springer, 2011-04-27)

Decision tree learning is one of the most widely used and practical methods for inductive inference. We present a novel method that increases the generalisation of genetically-induced classification trees, which employ ...
Maximum margin decision surfaces for increased generalisation in evolutionary decision tree learning

Agapitos, Alexandros ; O'Neill, Michael ; Brabazon, Anthony ; Theodoridis, Theodoros (Springer, 2011-04-27)

Decision tree learning is one of the most widely used and practical methods for inductive inference. We present a novel method that increases the generalisation of genetically-induced classification trees, which employ ...