| An experimental review of reinforcement learning algorithms for adaptive traffic signal control P Mannion, J Duggan, E Howley Autonomic road transport support systems, 47-66, 2016 | 374 | 2016 |
| Applying reinforcement learning towards automating resource allocation and application scalability in the cloud E Barrett, E Howley, J Duggan Concurrency and computation: practice and experience 25 (12), 1656-1674, 2013 | 316 | 2013 |
| Shop floor control systems: from design to implementation A Bauer Springer Science & Business Media, 1994 | 306 | 1994 |
| Forecasting energy demand, wind generation and carbon dioxide emissions in Ireland using evolutionary neural networks K Mason, J Duggan, E Howley Energy 155, 705-720, 2018 | 154 | 2018 |
| Mobile health technology interventions for suicide prevention: systematic review R Melia, K Francis, E Hickey, J Bogue, J Duggan, M O'Sullivan, K Young JMIR mHealth and uHealth 8 (1), e12516, 2020 | 149 | 2020 |
| Predicting host CPU utilization in the cloud using evolutionary neural networks K Mason, M Duggan, E Barrett, J Duggan, E Howley Future Generation Computer Systems 86, 162-173, 2018 | 128 | 2018 |
| Multi-objective dynamic economic emission dispatch using particle swarm optimisation variants K Mason, J Duggan, E Howley Neurocomputing 270, 188-197, 2017 | 127 | 2017 |
| An mHealth intervention using a smartphone app to increase walking behavior in young adults: a pilot study JC Walsh, T Corbett, M Hogan, J Duggan, A McNamara JMIR mHealth and uHealth 4 (3), e5227, 2016 | 121 | 2016 |
| Participatory syndromic surveillance of influenza in Europe C Guerrisi, C Turbelin, T Blanchon, T Hanslik, I Bonmarin, D Levy-Bruhl, ... The Journal of infectious diseases 214 (suppl_4), S386-S392, 2016 | 120 | 2016 |
| A tool to support collaborative software requirements management M Lang, J Duggan Requirements Engineering 6, 161-172, 2001 | 112 | 2001 |
| Predicting host CPU utilization in cloud computing using recurrent neural networks M Duggan, K Mason, J Duggan, E Howley, E Barrett 2017 12th international conference for internet technology and secured …, 2017 | 110 | 2017 |
| A multi-objective neural network trained with differential evolution for dynamic economic emission dispatch K Mason, J Duggan, E Howley International Journal of Electrical Power & Energy Systems 100, 201-221, 2018 | 99 | 2018 |
| A task allocation optimizer for software construction J Duggan, J Byrne, GJ Lyons IEEE software 21 (3), 76-82, 2004 | 98 | 2004 |
| The application of internet-based sources for public health surveillance (infoveillance): systematic review JM Barros, J Duggan, D Rebholz-Schuhmann Journal of medical internet research 22 (3), e13680, 2020 | 94 | 2020 |
| System dynamics modeling with R J Duggan Springer International Publishing, 2016 | 91 | 2016 |
| A learning architecture for scheduling workflow applications in the cloud E Barrett, E Howley, J Duggan 2011 IEEE ninth European conference on web services, 83-90, 2011 | 87 | 2011 |
| Influenzanet: Citizens among 10 countries collaborating to monitor influenza in Europe CE Koppeschaar, V Colizza, C Guerrisi, C Turbelin, J Duggan, ... JMIR public health and surveillance 3 (3), e7429, 2017 | 84 | 2017 |
| The validity of Google Trends search volumes for behavioral forecasting of national suicide rates in Ireland JM Barros, R Melia, K Francis, J Bogue, M O’Sullivan, K Young, ... International journal of environmental research and public health 16 (17), 3201, 2019 | 77 | 2019 |
| Reward shaping for knowledge-based multi-objective multi-agent reinforcement learning P Mannion, S Devlin, J Duggan, E Howley The Knowledge Engineering Review 33, e23, 2018 | 74 | 2018 |
| Are people excessively pessimistic about the risk of coronavirus infection? J Raude, M Debin, C Souty, C Guerrisi, C Turbelin, A Falchi, I Bonmarin, ... PsyArXiv, 2020 | 70 | 2020 |
Enda HowleyHead of School of Computer Science, University of GalwayVerified email at nuigalway.ie
