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Erik Hemberg
Erik Hemberg
Research Scientist, MIT CSAIL
Verified email at csail.mit.edu
Title
Cited by
Cited by
Year
Adversarial deep learning for robust detection of binary encoded malware
A Al-Dujaili, A Huang, E Hemberg, UM O’Reilly
2018 IEEE Security and Privacy Workshops (SPW), 76-82, 2018
1212018
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
932017
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
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
Genotype representations in grammatical evolution
J Hugosson, E Hemberg, A Brabazon, M O’Neill
Applied Soft Computing 10 (1), 36-43, 2010
512010
Machine learning or discrete choice models for car ownership demand estimation and prediction?
M Paredes, E Hemberg, UM O'Reilly, C Zegras
2017 5th IEEE International Conference on Models and Technologies for …, 2017
492017
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
Spatial evolutionary generative adversarial networks
J Toutouh, E Hemberg, UM O'Reilly
Proceedings of the genetic and evolutionary computation conference, 472-480, 2019
392019
Detecting tax evasion: a co-evolutionary approach
E Hemberg, J Rosen, G Warner, S Wijesinghe, UM O’Reilly
Artificial Intelligence and Law 24 (2), 149-182, 2016
372016
Towards distributed coevolutionary GANs
A Al-Dujaili, T Schmiedlechner, UM O'Reilly
arXiv preprint arXiv:1807.08194, 2018
362018
An exploration of grammars in grammatical evolution
EAP Hemberg
University College Dublin, 2010
352010
On domain knowledge and novelty to improve program synthesis performance with grammatical evolution
E Hemberg, J Kelly, UM O'Reilly
Proceedings of the Genetic and Evolutionary Computation Conference, 1039-1046, 2019
292019
Investigating coevolutionary archive based genetic algorithms on cyber defense networks
D Garcia, AE Lugo, E Hemberg, UM O'Reilly
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
292017
A comparison of grammatical genetic programming grammars for controlling femtocell network coverage
E Hemberg, L Ho, M O’Neill, H Claussen
Genetic Programming and Evolvable Machines 14 (1), 65-93, 2013
282013
A grammatical genetic programming approach to modularity in genetic algorithms
E Hemberg, C Gilligan, M O’Neill, A Brabazon
European Conference on Genetic Programming, 1-11, 2007
272007
Improving genetic programming with novel exploration-exploitation control
J Kelly, E Hemberg, UM O’Reilly
European Conference on Genetic Programming, 64-80, 2019
262019
Modeling tax evasion with genetic algorithms
G Warner, S Wijesinghe, U Marques, O Badar, J Rosen, E Hemberg, ...
Economics of Governance, 1-14, 2014
252014
A symbolic regression approach to manage femtocell coverage using grammatical genetic programming
E Hemberg, L Ho, M O'Neill, H Claussen
Proceedings of the 13th annual conference companion on Genetic and …, 2011
232011
Discrete planar truss optimization by node position variation using grammatical evolution
M Fenton, C McNally, J Byrne, E Hemberg, J McDermott, M O’Neill
IEEE Transactions on Evolutionary Computation 20 (4), 577-589, 2015
222015
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