Erik Hemberg

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Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Michael O'NeillFull Professor of Business Analytics, University College DublinVerified email at ucd.ie
Anthony BrabazonProfessor of Accounting, University College DublinVerified email at ucd.ie
James McDermottUniversity of Galway (formerly National University of Ireland, Galway)Verified email at nuigalway.ie
Jonathan ByrneResearch Scientist, University College DublinVerified email at ucd.ie
Abdullah Al-DujailiAnalog DevicesVerified email at mit.edu
Michael FentonTruataVerified email at truata.com
Jacob RosenCTO and Co-Founder, Legit PatentsVerified email at legitpatents.com
Ciaran McNallyAssociate Professor, University College DublinVerified email at ucd.ie
John Mark Swafford, PhDJava DeveloperVerified email at ucdconnect.ie
Miguel NicolauLecturer in Business Analytics, University College Dublin, IrelandVerified email at ucd.ie
Elizabeth ShottonSchool of Architecture, Planning & Environmental Design, University College DublinVerified email at ucd.ie
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Lester HoTyndall National InstituteVerified email at tyndall.ie
Holger ClaussenTyndall National Institute, University College Cork, Trinity College DublinVerified email at tyndall.ie
Martin HembergBrigham and Women's HospitalVerified email at bwh.harvard.edu
Stefan ForstenlechnerUniversity College DublinVerified email at ucdconnect.ie
Chris ZegrasProfessor, Department of Urban Studies and Planning, MITVerified email at mit.edu
Stjepan PicekAssociate professor, Radboud University, The NetherlandsVerified email at computer.org
Pasquale SalzaUniversity of Zurich, SwitzerlandVerified email at ifi.uzh.ch

Erik Hemberg

Research Scientist, MIT CSAIL

Verified email at csail.mit.edu

Artificial Intelligence Machine Learning Evolutionary Computation


Title Sort by citations Sort by year Sort by 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	219	2018
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	145	2017
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	89	2008
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	78	2017
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	75	2010
Linking threat tactics, techniques, and patterns with defensive weaknesses, vulnerabilities and affected platform configurations for cyber hunting E Hemberg, J Kelly, M Shlapentokh-Rothman, B Reinstadler, K Xu, ... arXiv preprint arXiv:2010.00533, 2020	71	2020
Spatial evolutionary generative adversarial networks J Toutouh, E Hemberg, UM O'Reilly Proceedings of the genetic and evolutionary computation conference, 472-480, 2019	59	2019
Genotype representations in grammatical evolution J Hugosson, E Hemberg, A Brabazon, M O’Neill Applied Soft Computing 10 (1), 36-43, 2010	57	2010
Detecting tax evasion: a co-evolutionary approach E Hemberg, J Rosen, G Warner, S Wijesinghe, UM O’Reilly Artificial Intelligence and Law 24, 149-182, 2016	56	2016
Combining structural analysis and multi-objective criteria for evolutionary architectural design J Byrne, M Fenton, E Hemberg, J McDermott, M O’Neill, E Shotton, ... Applications of Evolutionary Computation: EvoApplications 2011: EvoCOMNET …, 2011	56	2011
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	50	2014
Towards distributed coevolutionary GANs A Al-Dujaili, T Schmiedlechner, UM O'Reilly arXiv preprint arXiv:1807.08194, 2018	49	2018
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	44	2019
Modeling tax evasion with genetic algorithms G Warner, S Wijesinghe, U Marques, O Badar, J Rosen, E Hemberg, ... Economics of Governance, 1-14, 2014	40	2014
Improving genetic programming with novel exploration-exploitation control J Kelly, E Hemberg, UM O’Reilly Genetic Programming: 22nd European Conference, EuroGP 2019, Held as Part of …, 2019	39	2019
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	37	2017
An exploration of grammars in grammatical evolution EAP Hemberg University College Dublin, 2010	36	2010
Adversarial genetic programming for cyber security: A rising application domain where GP matters UM O’Reilly, J Toutouh, M Pertierra, DP Sanchez, D Garcia, AE Luogo, ... Genetic Programming and Evolvable Machines 21, 219-250, 2020	35	2020
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, 65-93, 2013	30	2013
Adversarial co-evolution of attack and defense in a segmented computer network environment E Hemberg, JR Zipkin, RW Skowyra, N Wagner, UM O'Reilly Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2018	29	2018

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