no code implementations • 7 Jun 2019 • James McDermott
This paper argues that NFL results continue to be misunderstood by many researchers, and addresses this issue in several ways.
no code implementations • 11 Apr 2017 • Van Loi Cao, Nhien-An Le-Khac, Miguel Nicolau, Michael ONeill, James McDermott
We examine two fitness functions from previous studies and develop two new fitness functions to evolve GP classifier with superior accuracy on the minority class and overall.
no code implementations • 28 Mar 2017 • Loic Bontemps, Van Loi Cao, James McDermott, Nhien-An Le-Khac
Most of the cur- rent research on anomaly detection is based on the learning of normally and anomaly behaviors.
6 code implementations • 24 Mar 2017 • Michael Fenton, James McDermott, David Fagan, Stefan Forstenlechner, Michael O'Neill, Erik Hemberg
Grammatical Evolution (GE) is a population-based evolutionary algorithm, where a formal grammar is used in the genotype to phenotype mapping process.