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Stephen McGough
Full Professor, School of Computing, University of Newcastle-upon-Tyne
Joined
August 2018
Names
Stephen McGough
(Preferred)
,
Andrew Stephen McGough
Emails
****@newcastle.ac.uk
(Confirmed)
,
****@ncl.ac.uk
(Confirmed)
,
****@dur.ac.uk
,
****@durham.ac.uk
,
****@doc.ic.ac.uk
,
****@doc.ic.ac.uk
,
****@turing.ac.uk
,
****@ornl.gov
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
School of Computing,
University of Newcastle-upon-Tyne
(ncl.ac.uk)
2022
–
Present
Associate Professor
Newcastle University
(ncl.ac.uk)
2017
–
2022
Associate Professor
Durham University
(dur.ac.uk)
2013
–
2017
Advisors, Relations & Conflicts
Coauthor
Miguel Fuentes-Cabrera
2020
–
2023
Expertise
Neural architecture search
2017
–
2023
deep learning
,
reinforcement learning
,
topic modelling
2013
–
2023
deep learning
,
random forest
,
genetic algorithms
2017
–
2018
Publications
A King's Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation
Amir Atapour Abarghouei
,
Stephen Bonner
,
Andrew Stephen McGough
2019 (modified: 06 Nov 2022)
BigData 2019
Readers:
Everyone
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning
Alexander J. M. Kell
,
Matthew Forshaw
,
A. Stephen McGough
2019 (modified: 12 Aug 2025)
e-Energy 2019
Readers:
Everyone
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation
Amir Atapour Abarghouei
,
Stephen Bonner
,
Andrew Stephen McGough
2019 (modified: 06 Nov 2022)
CoRR 2019
Readers:
Everyone
Volenti non fit injuria: Ransomware and its Victims
Amir Atapour Abarghouei
,
Stephen Bonner
,
Andrew Stephen McGough
2019 (modified: 06 Nov 2022)
BigData 2019
Readers:
Everyone
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text
Fady Medhat
,
Mahnaz Mohammadi
,
Sardar F. Jaf
,
Chris G. Willcocks
,
Toby P. Breckon
,
Peter Matthews
,
Andrew Stephen McGough
,
Georgios Theodoropoulos
,
Boguslaw Obara
2019 (modified: 01 Oct 2024)
CoRR 2019
Readers:
Everyone
The Northumberland Dolphin Dataset: A Multimedia Individual Cetacean Dataset for Fine-Grained Categorisation
Cameron Trotter
,
Georgia Atkinson
,
Matthew Sharpe
,
A. Stephen McGough
,
Nick Wright
,
Per Berggren
2019 (modified: 06 Nov 2022)
CoRR 2019
Readers:
Everyone
Modelling Carbon Tax in the UK Electricity Market using an Agent-Based Model
Alexander J. M. Kell
,
Matthew Forshaw
,
A. Stephen McGough
2019 (modified: 12 Aug 2025)
e-Energy 2019
Readers:
Everyone
NUFEB: A massively parallel simulator for individual-based modelling of microbial communities
Bowen Li
,
Denis Taniguchi
,
Jayathilake Pahala Gedara
,
Valentina Gogulancea
,
Rebeca Gonzalez-Cabaleiro
,
Jinju Chen
,
Andrew Stephen McGough
,
Irina Dana Ofiteru
,
Thomas P. Curtis
,
Paolo Zuliani
2019 (modified: 06 Nov 2022)
PLoS Computational Biology 2019
Readers:
Everyone
Volenti non fit injuria: Ransomware and its Victims
Amir Atapour Abarghouei
,
Stephen Bonner
,
Andrew Stephen McGough
2019 (modified: 06 Nov 2022)
CoRR 2019
Readers:
Everyone
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning
Alexander J. M. Kell
,
Matthew Forshaw
,
A. Stephen McGough
2019 (modified: 12 Aug 2025)
CoRR 2019
Readers:
Everyone
View all 74 publications
Co-Authors
A. Trueman
Aad P. A. van Moorsel
Alexander J. M. Kell
Ali Afzal
Amir Atapour Abarghouei
Amit Gajbhiye
Andrew Golightly
Anthony Edward Mayer
Asif Akram
Bashar Awwad Shiekh Hasan
Ben Allen
Boguslaw Obara
Bowen Li
Budi Arief
Cameron Trotter
Carl Gamble
Chenxi Huang
Chris G. Kilsby
Chris G. Willcocks
Clive Gerrard
Constantinos Kotsokalis
D. Maddy
Daniel Swan
Dave Colling
Dave Sharples
View all 107 co-authors