Logic-based machine learning using a bounded hypothesis space : the lattice structure, refinement operators and a genetic algorithm approach

Rich representation inherited from computational logic makes logic-based machine learning a competent method for application domains involving relational background knowledge and structured data. There is however a trade-off between the expressive power of the representation and the computational co...

Full description

Bibliographic Details
Main Author: Tamaddoni Nezhad, Alireza
Other Authors: Muggleton, Stephen H.
Published: Imperial College London 2013
Subjects:
004
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.682040