Erik Hemberg

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Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupDirección de correo verificada de csail.mit.edu
Michael O'NeillFull Professor of Business Analytics, University College DublinDirección de correo verificada de ucd.ie
Anthony BrabazonProfessor of Accounting, University College DublinDirección de correo verificada de ucd.ie
James McDermottUniversity of Galway (formerly National University of Ireland, Galway)Dirección de correo verificada de nuigalway.ie
Jonathan ByrneResearch Scientist, University College DublinDirección de correo verificada de ucd.ie
Abdullah Al-DujailiAnalog DevicesDirección de correo verificada de mit.edu
Michael FentonTruataDirección de correo verificada de truata.com
Jacob RosenCTO and Co-Founder, Legit PatentsDirección de correo verificada de legitpatents.com
Ciaran McNallyUniversity College DublinDirección de correo verificada de ucd.ie
John Mark Swafford, PhDJava DeveloperDirección de correo verificada de ucdconnect.ie
Miguel NicolauLecturer in Business Analytics, University College Dublin, IrelandDirección de correo verificada de ucd.ie
Elizabeth ShottonSchool of Architecture, Planning & Environmental Design, University College DublinDirección de correo verificada de ucd.ie
Lester HoTyndall National InstituteDirección de correo verificada de tyndall.ie
Holger ClaussenTyndall National Institute, University College Cork, Trinity College DublinDirección de correo verificada de tyndall.ie
Kalyan VeeramachaneniPrincipal Research Scientist, Massachusetts Institute of TechnologyDirección de correo verificada de csail.mit.edu
Martin HembergBrigham and Women's HospitalDirección de correo verificada de bwh.harvard.edu
Stefan ForstenlechnerUniversity College DublinDirección de correo verificada de ucdconnect.ie
Chris ZegrasProfessor, Department of Urban Studies and Planning, MITDirección de correo verificada de mit.edu
Stjepan PicekAssociate professor, Radboud University, The NetherlandsDirección de correo verificada de computer.org
Franck DernoncourtNLP/ML Researcher. MIT PhD.Dirección de correo verificada de adobe.com

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Erik Hemberg

Research Scientist, MIT CSAIL

Dirección de correo verificada de csail.mit.edu

Artificial Intelligence Machine Learning Evolutionary Computation


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	199	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	138	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	86	2008
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	74	2010
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	70	2017
Genotype representations in grammatical evolution J Hugosson, E Hemberg, A Brabazon, M O’Neill Applied Soft Computing 10 (1), 36-43, 2010	56	2010
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	55	2011
Spatial evolutionary generative adversarial networks J Toutouh, E Hemberg, UM O'Reilly Proceedings of the genetic and evolutionary computation conference, 472-480, 2019	53	2019
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	51	2020
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	51	2016
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	49	2014
Towards distributed coevolutionary GANs A Al-Dujaili, T Schmiedlechner, UM O'Reilly arXiv preprint arXiv:1807.08194, 2018	47	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	42	2019
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	38	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	38	2014
An exploration of grammars in grammatical evolution EAP Hemberg University College Dublin, 2010	36	2010
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	34	2017
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	32	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
A grammatical genetic programming approach to modularity in genetic algorithms E Hemberg, C Gilligan, M O’Neill, A Brabazon Genetic Programming: 10th European Conference, EuroGP 2007, Valencia, Spain …, 2007	27	2007

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