135 citations · 168 across the 4 of their papers we have counts for
4 papers
When and Why Metaheuristics Researchers Can Ignore "No Free Lunch" Theorems
James McDermott
The No Free Lunch (NFL) theorem for search and optimisation states that averaged across all possible objective functions on a fixed search space, all search algorithms perform equa…
PonyGE2: Grammatical Evolution in Python
Michael Fenton, James McDermott, David Fagan +3
Grammatical Evolution (GE) is a population-based evolutionary algorithm, where a formal grammar is used in the genotype to phenotype mapping process. PonyGE2 is an open source impl…
Improving Fitness Functions in Genetic Programming for Classification on Unbalanced Credit Card Datasets
Van Loi Cao, Nhien-An Le-Khac, Miguel Nicolau +2
Credit card fraud detection based on machine learning has recently attracted considerable interest from the research community. One of the most important tasks in this area is the…
Collective Anomaly Detection based on Long Short Term Memory Recurrent Neural Network
Loic Bontemps, Van Loi Cao, James McDermott +1
Intrusion detection for computer network systems becomes one of the most critical tasks for network administrators today. It has an important role for organizations, governments an…