麻豆传媒

Stephen McGough is a Senior Lecturer in Data Science and Machine Learning within the in the at . Stephen researches in the areas of Machine Learning (specifically Deep Learning), Big Data and Energy Efficient Computing.

Stephen studied parallel simulation (PhD, 麻豆传媒) having previously completed an MSc in Computing (麻豆传媒) and a BSc in Mathematics (Durham).

Before joining 麻豆传媒 in 2017, he was a Associate Professor (Senior Lecturer) at  (2013-2017), he managed the at (2009-2013), Senior Research Associate U (2009), and Senior Research Associate , (2000-2009).

You can find out more on what Stephen does on the .

Google scholar:

Area of expertise: Big Data, Machine Learning, Deep Learning

• Khalil M, McGough AS, Pourmirza Z, Pazhoohesh M, Walker S. . Engineering Applications of Artificial Intelligence 2022, 115, 105287.
• Koc K, McGough AS, Johansson Fernstad S. . Information Visualization 2022, 21(1), 74-92.
• Allen B, McGough AS, Devlin M. . ACM Transactions on Computing Education 2022, 22(2), 1-29.
• Chen SH, Londono-Larrea P, McGough AS, Bible AN, Gunaratne C, Araujo-Granda PA, Morrell-Falvey JL, Bhowmik D, Fuentes-Cabrera M. . Frontiers in Microbiology 2021, 12, 726409.
• Kell AJM, McGough AS, Forshaw M. . Sustainable Computing: Informatics and Systems 2021, 30, 100532.
• Khalil M, McGough S, Pourmirza Z, Pazhoohesh M, Walker S. . In: 2021 12th International Renewable Engineering Conference (IREC). 2021, Amman, Jordan: IEEE.
• Allen B, Devlin M, McGough AS. . In: CEP '21: Proceedings of the 5th Conference on Computing Education Practice. 2021, Durham, UK (Online): ACM.
• Al Moubayed N, McGough S, Awwad Shiekh Hasan B. . PeerJ Computer Science 2020, 6, 1-32.
• Kell AJM, Salas P, Mercure JF, Forshaw M, McGough AS. . In: Tackling Climate Change with Machine Learning workshop at NeurIPS 2020. 2020, Climate Change AI.
• Ullah MS, McGough AS. . In: ICCA 2020 : International Conference on Computing Advancements. 2020, Dhaka, Bangladesh.
• Kell AJM, Forshaw M, McGough AS. . In: The Eleventh ACM International Conference on Future Energy Systems (e-Energy’20). 2020, Virtual, Melbourne, Australia: ACM.
• Trotter C, Atkinson G, Sharpe M, Richardson K, McGough S, Wright N, Burville B, Berggren P. . arXiv 2020, 5.
• Brennan J, Bonner S, Atapour-Abarghouei A, Jackson PT, Obara B, McGough AS. . In: 2020 IEEE International Conference on Big Data. 2020, Online: IEEE.
• Kell AJM, McGough AS, Forshaw M. . In: The Eleventh ACM International Conference on Future Energy Systems (e-Energy’20). 2020, Virtual, Melbourne, Australia: ACM.
• Atapour-Abarghouei A, McGough AS, Wall DS. . In: 2020 IEEE International Conference on Big Data. 2020, Virtual: IEEE.
• Atapour Abarghouei A, Bonner S, McGough AS. . In: 2019 IEEE International Conference on Big Data 2019. 2019, Los Angeles, California, USA: IEEE.
• Kell AJM, Forshaw M, McGough AS. . In: Tenth ACM International Conference on Future Energy Systems (ACM e-Energy). 2019, Phoenix, AZ: ACM.
• Bonner S, Kureshi I, Brennan J, Theodoropoulos G, McGough AS, Obara B. . Data Science and Engineering 2019, 4, 269-289.
• Gogulancea V, Gonzalez-Cabaleiro R, Li B, Taniguchi D, Jayathilake PG, Chen J, Wilkinson D, Swailes D, McGough S, Zuliani P, Ofiteru ID, Curtis T. . Frontiers in Microbiology 2019, 10, 1871.
• Kell AJM, Forshaw M, McGough AS. . In: Tenth ACM International Conference on Future Energy Systems (e-Energy '19). 2019, Phoenix, AZ, USA: ACM.
• Li B, Taniguchi D, Pahala- Gedara J, Gogulancea V, Gonzalez-Cabaleiro R, Chen J, McGough AS, Ofiteru ID, Curtis TP, Zuliani P. . PLoS Computational Biology 2019, 15(2), e1007125.
• Mohammadi M, Jaf S, McGough AS, Breckon TP, Matthews P, Theodoropoulos G, Obara B. . In: 16th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA 2019). 2019, Abu Dhabi, UAE: IEEE.
• Kell AJM, Forshaw M, McGough AS. . In: The Tenth International Green and Sustainable Computing Conference (IGSC). 2019, Alexandria, VA, U.S.A: IEEE.
• Alrajeh O, Forshaw M, McGough AS, Thomas N. . In: IEEE/ACM 22nd International Symposium on Distributed Simulation and Real Time Applications (DS-RT). 2019, Madrid: IEEE.
• Bonner S, Atapour Abarghouei A, Jackson P, Brennan J, Kureshi I, Theodoropoulos G, McGough S, Obara B. . In: IEEE International Conference on Big Data (Big Data 2019). 2019, Los Angeles, CA, USA: IEEE.
• Trotter C, Atkinson G, Sharpe M, McGough AS, Wright N, Berggren P. . In: The 6th Workshop on Fine-Grained Visual Categorization Computer Vision and Pattern Recognition (CVPR). 2019, New Orleans, LA, USA.
• Atapour Abarghouei A, Bonner S, McGough AS. . In: 2019 IEEE International Conference on Big Data 2019. 2019, Los Angeles, California, USA: IEEE.
• Gajbhiye A, Jaf S, Al Moubayed N, McGough AS, Bradley S. . In: 27th International Conference on Artificial Neural Networks (ICANN 2018). 2018, Rhodes, Greece: Springer.
• Ryder T, Golightly A, McGough AS, Prangle D. . In: 35th International Conference on Machine Learning (ICML 2018). 2018, Stockholm, Sweden: International Machine Learning Society.
• Gajbhiye A, Jaf J, Al Moubayed N, Bradley S, McGough AS. . In: IEEE International Conference on Big Data. 2018, Seattle, WA, USA: IEEE.
• Silva PMP, Forshaw M, McGough AS. . In: 1st International Workshop on Big Traffic Data Analytics (BigTraffic 2018). 2018, San Diego, California, USA.
• McGough AS, Forshaw M. . In: 4th International Workshop on Energy-aware Simulation (ENERGY-SIM’18). 2018, Berlin: ACM.
• McGough AS, Forshaw M. . Sustainable Computing: Informatics and Systems 2018, 18, 135-136.
• Justus D, Brennan J, Bonner S, McGough AS. . In: IEEE International Conference on Big Data. 2018, Seattle, WA, USA: IEEE.
• Kell A, McGough AS, Forshaw M. . In: Proceedings of the Ninth International Conference on Future Energy Systems (e-Energy '18). 2018, Karlsruhe, Germany: ACM.
• Alhassan Z, McGough AS, Alshammari R, Daghstani T, Budgen D, Al-Moubayed N. . In: IEEE 17th International Conference on Machine Learning and Applications (ICMLA 2018). 2018, Orlando, Fl, USA: IEEE.
• Bonner S, Brennan J, Kureshi I, Theodoropoulos G, McGough AS, Obara B. . In: IEEE International Conference on Big Data. 2018, Seattle, WA, USA: IEEE.
• Medhat F, Mohammadi M, Jaf S, Willcocks CG, Breckon TP, Matthews P, McGough AS, Theodoropoulos G, Obara B. . In: IEEE International Conference on Big Data (Big Data 2018). 2018, Seattle, WA, USA: IEEE.
• Alhassan Z, McGough AS, Alshammari R, Daghstani T, Budgen D, Al Moubayed N. . In: 27th International Conference on Artificial Neural Networks (ICANN 2018). 2018, Rhodes, Greece: Springer.
• McGough AS, Forshaw M, Brennan J, Al Moubayed N, Bonner S. . In: 9th International Green and Sustainable Computing Conference (IGSC 2018). 2018, Pittsburg, PA, USA: IGSC.
• Jayathilake PG, Gupta P, Li B, Madsen C, Oyebamiji O, Gonzalez-Cabaleiro R, Rushton S, Bridgens B, Swailes D, Allen B, McGough AS, Zuliani P, Ofiteru ID, Wilkinson DJ, Chen J, Curtis TP. . PLoS One 2017, 12(8), e0181965.
• Al Moubayed N, Awwad Shiekh Hasan B, McGough AS. . In: International Joint Conference on Neural Networks (IJCNN). 2017, Anchorage, AK, USA: IEEE.
• Bonner S, Brennan J, Kureshi I, Theodoropoulos G, McGough AS, Obara B. . In: 2017 IEEE International Conference on Big Data. 2017, Boston, MA, USA: IEEE.
• Al Moubayed N, Wall D, McGough AS. . In: 5th International Conference on Human Aspects of Information Security, Privacy, and Trust (HAS 2017). 2017, Vancouver: Springer.
• McGough AS, Moubayed NA, Forshaw M. . In: ICPE 2017 Companion: Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering. 2017, L'Aquila, Italy: ACM.
• Bonner S, Brennan J, Theodoropoulos G, Kureshi I, McGough AS. . In: 2016 IEEE International Conference on Big Data (Big Data). 2016, Washington, DC: IEEE.
• Bonner S, Brennan J, Kureshi I, McGough AS. . In: 12th International Workshop on Mining and Learning with Graphs. 2016, San Francisco.
• Bonner S, Brennan J, Theodoropoulos G, Kureshi I, McGough AS. . In: 2016 IEEE International Conference on Big Data (Big Data). 2016, Washington, DC: IEEE.
• Forshaw M, McGough AS, Thomas N. . Concurrency and Computation: Practice and Experience 2016, 28(12), 3260-3290.
• Al Moubayed N, Breckon T, Matthews P, McGough AS. . In: 25th International Conference on Artificial Neural Networks (ICANN 2016). 2016, Barcelona: Springer.
• Forshaw M, McGough AS, Thomas N. . In: 2nd International Workshop on Energy-Aware Simulation. 2016, Waterloo, Ontario, Canada: ACM Digital Library.
• Bonner S, McGough AS, Kureshi I, Brennan J, Theodoropoulos G, Moss L, Corsar D, Antoniou G. . In: 2015 IEEE International Conference on Big Data (Big Data). 2015, Santa Clara, CA, USA: IEEE.
• McGough AS, Arief B, Gamble C, Wall D, Brennan J, Fitzgerald J, van Moorsel A, Alwis S, Theodoropoulos G, Ruck-Keene E. . Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications 2015, 6(4), 3-46.
• McGough AS, Forshaw M. . In: 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications (DS-RT). 2015, Chengdu, China: IEEE/ACM.
• Forshaw M, McGough AS, Thomas N. . Electronic Notes in Theoretical Computer Science 2015, 310, 65-90.
• Forshaw M, McGough AS. . In: ENERGY-SIM 2015. 2015, Athens, Greece.
• McGough AS, Wall D, Brennan J, Theodoropoulos G, Ruck-Keene E, Arief B, Gamble C, Fitzgerald F, van Moorsel A, Alwis S. . In: 7th ACM CCS International Workshop on Managing Insider Security Threats. 2015, Denver, CO, USA: ACM.
• McGough AS, Forshaw M, Gerrard C, Wheater S, Allen B, Robinson P. . Future Generation Computer Systems 2014, 41, 65-78.
• Forshaw M, McGough AS, Thomas N. . In: Seventh International Workshop on Practical Applications of Stochastic Modelling (PASM). 2014, 麻豆传媒 upon Tyne, UK: Elsevier BV.
• Forshaw M, McGough AS, Thomas N. . In: SMARTGREENS 2014 - Proceedings of the 3rd International Conference on Smart Grids and Green IT Systems. 2014, Barcelona, Spain: SciTePress.
• Forshaw M, McGough AS, Thomas N. . In: 3rd International Conference on Smart Grids and Green IT Systems (SMARTGREENS) 2014. 2014, Barcelona.
• McGough AS, Mitrani I. . In: European Performance Engineering Workshop. 2014, Florence: Springer.
• McGough AS, Forshaw M. . Sustainable Computing: Informatics and Systems 2014, 4(4), 262-275.
• Forshaw M, Thomas N, McGough AS. . In: IEEE/ACM 18th International Symposium on Distributed Simulation and Real Time Applications. 2014, Toulouse, France: IEEE.
• McGough AS, Forshaw M, Gerrard C, Robinson P, Wheater S. . Concurrency and Computation: Practice and Experience 2013, 25(18), 2501-2522.
• Glenis V, McGough AS, Kutija V, Kilsby C, Woodman S. . Journal of Cloud Computing: Advances, Systems and Applications 2013, 2(1), 7.
• Glenis V, Kutija V, Kilsby C, McGough AS, Woodman S. . In: International Conference on Flood Resilience Experiences in Asia and Europe (ICFR 2013). 2013, Exeter, UK.
• McGough AS, Liang S, Rapoportas M, Grey R, Vinod GK, Maddy D, Trueman A, Wainwright J. . In: 19th International Conference on High Performance Computing (HiPC 2012). 2012, Pune: IEEE.
• McGough AS, Forshaw M, Gerrard C, Wheater S. . In: Second International Conference on Cloud and Green Computing (CGC). 2012, Xiangtan: IEEE.
• Mcgough AS, Turner M, Mortimer D, Woodman S, Watson P. . In: Microsoft e-Science Workshop. 2012, Chicago, Illinois, USA.
• McGough AS, Gerrard C, Noble J, Robinson P, Wheater S. . In: International Conference on Cloud and Green Computing (CGC2011). 2011, Sydney, Australia: IEEE.
• McGough S, Gerrard C, Haldane P, Sharples D, Swan D, Robinson P, Hamlander S, Wheater S. . In: Green Computing and Communications (GreenCom). 2010, Hangzhou, Zhejiang, China: IEEE.
• McGough AS, Mitrani I. . Performance Evaluation 2002, 48(1-4), 237-246.
• McGough AS, Mitrani I. . In: 14th Workshop on Parallel and Distributed Simulation. 2000, University of Bologna, Italy: IEEE.
• McGough SA, Mitrani I. Efficient Parallel Simulation of a Sliding Window Protocol. In: 7th IFIP International Conference on ATM Networks, Ilkley, UK, 2000. 2000.
• McGough AS, Mitrani I. . Performance Evaluation 2000, 41(2), 149-164.
• McGough AS, Mitrani I. . Performance Evaluation (Special Issue on ATM Networks: Performance Modelling and Analysis) 2000, 41(2-3), 149-164.
• McGough AS. . 麻豆传媒 upon Tyne: University of 麻豆传媒 upon Tyne, 2000. Department of Computing Science.
• McGough SA, Mitrani I. . In: 6th IFIP International Conference on ATM Networks (IFIP ATM). 1998, Ilkley, West Yorkshire, UK.