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James McDermott
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Genetic programming needs better benchmarks
J McDermott, DR White, S Luke, L Manzoni, M Castelli, L Vanneschi, ...
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
2602012
Collective anomaly detection based on long short-term memory recurrent neural networks
L Bontemps, VL Cao, J McDermott, NA Le-Khac
International Conference on Future Data and Security Engineering, 141-152, 2016
2392016
Better GP benchmarks: community survey results and proposals
DR White, J McDermott, M Castelli, L Manzoni, BW Goldman, ...
Genetic Programming and Evolvable Machines 14 (1), 3-29, 2013
2212013
Learning neural representations for network anomaly detection
VL Cao, M Nicolau, J McDermott
IEEE transactions on cybernetics, 1-14, 2018
105*2018
A Hybrid Autoencoder and Density Estimation Model for Anomaly Detection
VL Cao, M Nicolau, J McDermott
International Conference on Parallel Problem Solving from Nature, 717-726, 2016
1032016
Ponyge2: Grammatical evolution in python
M Fenton, J McDermott, D Fagan, S Forstenlechner, E Hemberg, M O'Neill
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
942017
GEVA: grammatical evolution in Java
M O'Neill, E Hemberg, C Gilligan, E Bartley, J McDermott, A Brabazon
ACM SIGEVOlution 3 (2), 17-22, 2008
822008
Evolutionary design using grammatical evolution and shape grammars: Designing a shelter
M O'Neill, J McDermott, JM Swafford, J Byrne, E Hemberg, A Brabazon, ...
International Journal of Design Engineering 3 (1), 4-24, 2010
652010
Defining locality as a problem difficulty measure in genetic programming
E Galván-López, J McDermott, M O’Neill, A Brabazon
Genetic Programming and Evolvable Machines 12 (4), 365-401, 2011
522011
Combining structural analysis and multi-objective criteria for evolutionary architectural design
J Byrne, M Fenton, E Hemberg, J McDermott, M O’Neill, E Shotton, ...
European Conference on the Applications of Evolutionary Computation, 204-213, 2011
512011
Shape grammars and grammatical evolution for evolutionary design
M O'Neill, JM Swafford, J McDermott, J Byrne, A Brabazon, E Shotton, ...
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
482009
Diagnosing a disorder in a classification benchmark
J McDermott, RS Forsyth
Pattern Recognition Letters 73, 41-43, 2016
472016
Algorithms for cable network design on large-scale wind farms
C Berzan, K Veeramachaneni, J McDermott, UM O’Reilly
Massachusetts Institute of Technology 144, 2011
472011
Automatic innovative truss design using grammatical evolution
M Fenton, C McNally, J Byrne, E Hemberg, J McDermott, M O'Neill
Automation in Construction 39, 59-69, 2014
452014
Towards an understanding of locality in genetic programming
E Galván-López, J McDermott, M O'Neill, A Brabazon
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
452010
Should music interaction be easy?
J McDermott, T Gifford, A Bouwer, M Wagy
Music and human-computer interaction, 29-47, 2013
412013
Jive: A generative, interactive, virtual, evolutionary music system
J Shao, J McDermott, M O’Neill, A Brabazon
European Conference on the Applications of Evolutionary Computation, 341-350, 2010
392010
One-class classification for anomaly detection with kernel density estimation and genetic programming
VL Cao, M Nicolau, J McDermott
European Conference on Genetic Programming, 3-18, 2016
362016
An analysis of the behaviour of mutation in grammatical evolution
J Byrne, M O’Neill, J McDermott, A Brabazon
European Conference on Genetic Programming, 14-25, 2010
352010
Elevated pitch: Automated grammatical evolution of short compositions
J Reddin, J McDermott, M O’Neill
Applications of Evolutionary Computing, 579-584, 2009
352009
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