James McDermott

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Michael O'NeillFull Professor of Business Analytics, University College DublinVerified email at ucd.ie
Una-May O'ReillyMIT, CSAIL, Any Scale Learning for All (ALFA) GroupVerified email at csail.mit.edu
Anthony BrabazonProfessor of Accounting, University College DublinVerified email at ucd.ie
Erik HembergResearch Scientist, MIT CSAILVerified email at csail.mit.edu
Mauro CastelliFull Professor at NOVA IMS, Universidade Nova de LisboaVerified email at novaims.unl.pt
Jonathan ByrneResearch Scientist, University College DublinVerified email at ucd.ie
Miguel NicolauLecturer in Business Analytics, University College Dublin, IrelandVerified email at ucd.ie
Van Loi CaoLecturer at Faculty of Information Technology, Le Quy Don Technical UniversityVerified email at lqdtu.edu.vn
Michael FentonTruataVerified email at truata.com
Edgar GalvanSenior Researcher of Computer Science at National University of Ireland MaynoothVerified email at nuim.ie
Luca ManzoniDipartimento di Matematica, Informatica e Geoscienze, Università degli Studi di TriesteVerified email at units.it
Ciaran McNallyAssociate Professor, University College DublinVerified email at ucd.ie
Sean LukeDepartment of Computer Science, George Mason UniversityVerified email at cs.gmu.edu
David R WhiteFormer AcademicVerified email at sheffield.ac.uk
Wojciech JaśkowskiSnowflakeVerified email at snowflake.com
Leonardo VanneschiNOVA IMS, Universidade Nova de LisboaVerified email at isegi.unl.pt
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
Nhien-An Le-KhacProfessor (Associate), University College DublinVerified email at ucd.ie
Gabriel KronbergerUniversity of Applied Sciences Upper AustriaVerified email at fh-hagenberg.at

James McDermott

University of Galway (formerly National University of Ireland, Galway)

Verified email at nuigalway.ie - Homepage

Artificial Intelligence Evolutionary Algorithms Program Synthesis Genetic Programming Generative Music


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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	343	2016
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	320	2012
Better GP benchmarks: community survey results and proposals DR White, J McDermott, M Castelli, L Manzoni, BW Goldman, ... Genetic Programming and Evolvable Machines 14, 3-29, 2013	274	2013
Learning neural representations for network anomaly detection VL Cao, M Nicolau, J McDermott IEEE transactions on cybernetics, 1-14, 2018	180*	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	147	2017
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	145	2016
Defining business analytics: an empirical approach M Power, DJ and Heavin, C and McDermott, J and Daly Journal of Business Analytics 1 (1), 40--53, 2018	133	2018
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	90	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	75	2010
Diagnosing a disorder in a classification benchmark J McDermott, RS Forsyth Pattern Recognition Letters 73, 41-43, 2016	63	2016
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, 365-401, 2011	62	2011
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
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	54	2016
Algorithms for cable network design on large-scale wind farms C Berzan, K Veeramachaneni, J McDermott, UM O’Reilly Massachusetts Institute of Technology 144, 1-24, 2011	54	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	51	2014
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	51	2009
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	50	2010
Should music interaction be easy? J McDermott, T Gifford, A Bouwer, M Wagy Music and human-computer interaction, 29-47, 2013	45	2013
Jive: A generative, interactive, virtual, evolutionary music system J Shao, J McDermott, M O’Neill, A Brabazon Applications of Evolutionary Computation: EvoApplications 2010: EvoCOMNET …, 2010	43	2010
Elevated pitch: Automated grammatical evolution of short compositions J Reddin, J McDermott, M O’Neill Applications of Evolutionary Computing, 579-584, 2009	38	2009

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