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 | 320 | 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 | 314 | 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 | 266 | 2013 |
Learning neural representations for network anomaly detection VL Cao, M Nicolau, J McDermott IEEE transactions on cybernetics, 1-14, 2018 | 163* | 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 | 139 | 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 | 139 | 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 | 113 | 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 | 88 | 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 |
Diagnosing a disorder in a classification benchmark J McDermott, RS Forsyth Pattern Recognition Letters 73, 41-43, 2016 | 62 | 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 | 58 | 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 | 55 | 2011 |
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 | 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 | 50 | 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 | 50 | 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 | 48 | 2010 |
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 | 47 | 2016 |
Should music interaction be easy? J McDermott, T Gifford, A Bouwer, M Wagy Music and human-computer interaction, 29-47, 2013 | 44 | 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 |
Subtree semantic geometric crossover for genetic programming QU Nguyen, TA Pham, XH Nguyen, J McDermott Genetic Programming and Evolvable Machines 17, 25-53, 2016 | 37 | 2016 |