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Browsing publications by Dr Stephen McGough.

Newcastle AuthorsTitleYearFull text
Kenan Koc
Dr Stephen McGough
Dr Sara Fernstad
PeaGlyph: Glyph design for investigation of balanced data structures2022
Becky Allen
Dr Stephen McGough
Dr Marie Devlin
Toward a Framework for Teaching Artificial Intelligence to a Higher Education Audience2022
Dr Stephen McGough
Application of Machine Learning Techniques to an Agent-Based Model of Pantoea2021
Alex Kell
Dr Stephen McGough
Dr Matthew Forshaw
The impact of online machine-learning methods on long-term investment decisions and generator utilization in electricity markets2021
Mohamad Khalil
Dr Stephen McGough
Dr Zoya Pourmirza
Dr Mehdi Pazhoohesh
Professor Sara Walker
et al.
Transfer Learning Approach for Occupancy Prediction in Smart Buildings2021
Becky Allen
Dr Marie Devlin
Dr Stephen McGough
Using the One Minute Paper to Gain Insight into Potential Threshold Concepts in Artificial Intelligence Courses2021
Dr Noura Al Moubayed
Dr Stephen McGough
Dr Bashar Awwad Shiekh Hasan
Beyond the topics: how deep learning can improve the discriminability of probabilistic topic modelling2020
Alex Kell
Dr Matthew Forshaw
Dr Stephen McGough
Deep Reinforcement Learning in Electricity Generation Investment for the Minimization of Long-Term Carbon Emissions and Electricity Costs2020
Dr Stephen McGough
Distributed Disk Store2020
Alex Kell
Dr Matthew Forshaw
Dr Stephen McGough
Long-term electricity market agent based model validation using genetic algorithm based optimization2020
Cameron Trotter
Georgia Atkinson
Matthew Sharpe
Kirsten Crane
Dr Stephen McGough
et al.
NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation2020
Dr John Brennan
Stephen Bonner
Dr Amir Atapour Abarghouei
Phillip Jackson
Professor Boguslaw Obara
et al.
Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks2020
Alex Kell
Dr Stephen McGough
Dr Matthew Forshaw
Optimizing carbon tax for decentralized electricity markets using an agent-based model2020
Dr Amir Atapour Abarghouei
Dr Stephen McGough
Resolving the cybersecurity Data Sharing Paradox to scale up cybersecurity via a co-production approach towards data sharing2020
Dr Amir Atapour Abarghouei
Stephen Bonner
Dr Stephen McGough
A King’s Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation2019
Alex Kell
Dr Matthew Forshaw
Dr Stephen McGough
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning2019
Stephen Bonner
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study2019
Dr Valentina Gogulancea
Dr Rebeca Gonzalez-Cabaleiro
Dr Bowen Li
Dr Denis Taniguchi
Dr Jinju Chen
et al.
Individual based model links thermodynamics, chemical speciation and environmental conditions to microbial growth2019
Alex Kell
Dr Matthew Forshaw
Dr Stephen McGough
Modelling Carbon Tax in the UK Electricity Market using an Agent-Based Model2019
Dr Bowen Li
Dr Denis Taniguchi
Dr Jayathilake Pahala Gedara
Dr Valentina Gogulancea
Dr Rebeca Gonzalez-Cabaleiro
et al.
NUFEB: A Massively Parallel Simulator for Individual-based Modelling of Microbial Communities2019
Dr Stephen McGough
Professor Boguslaw Obara
On the Use of Neural Text Generation for the Task of Optical Character Recognition2019
Alex Kell
Dr Matthew Forshaw
Dr Stephen McGough
Optimising energy and overhead for large parameter space simulations2019
Osama Alrajeh
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
Simulation of Virtual Machine Live Migration in High Throughput Computing Environments2019
Stephen Bonner
Dr Amir Atapour Abarghouei
Phillip Jackson
Dr John Brennan
Dr Stephen McGough
et al.
Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions2019
Dr Amir Atapour Abarghouei
Stephen Bonner
Dr Stephen McGough
Volenti non fit injuria: Ransomware and its Victims2019
Dr Stephen McGough
An exploration of dropout with RNNs for natural language inference2018
Tom Ryder
Dr Andrew Golightly
Dr Stephen McGough
Dr Dennis Prangle
Black-box Variational Inference for Stochastic Differential Equations2018
Dr Noura Al Moubayed
Dr Steven Bradley
Dr Stephen McGough
CAM: A Combined Attention Model for Natural Language Inference2018
Dr Matthew Forshaw
Dr Stephen McGough
Clustering Vehicles based on Trips Identified from Automatic Number Plate Recognition Camera Scans2018
Dr Stephen McGough
Dr Matthew Forshaw
Evaluation of Energy Consumption of Replicated Tasks in a Volunteer Computing Environment2018
Dr Stephen McGough
Dr Matthew Forshaw
Introduction to special issue on Energy-Aware Simulation and Modelling (ENERGY-SIM)2018
Dr John Brennan
Dr Stephen McGough
Predicting the Computational Cost of Deep Learning Models2018
Alex Kell
Dr Stephen McGough
Dr Matthew Forshaw
Segmenting Residential Smart Meter Data for Short-Term Load Forecasting2018
Dr Stephen McGough
Stacked Denoising Autoencoders for mortality risk prediction using imbalanced clinical data2018
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning2018
Dr Chris Willcocks
Dr Stephen McGough
Professor Boguslaw Obara
TMIXT: A process flow for Transcribing MIXed handwritten and machine-printed Text2018
Dr Stephen McGough
Dr Noura Al Moubayed
Type-2 Diabetes Mellitus diagnosis from time series clinical data using Deep Learning models2018
Dr Stephen McGough
Dr Matthew Forshaw
Dr John Brennan
Dr Noura Al Moubayed
Using Machine Learning to reduce the energy wasted in Volunteer Computing Environments2018
Dr Jayathilake Pahala Gedara
Dr Prashant Gupta
Dr Bowen Li
Dr Curtis Madsen
Dr Oluwole Oyebamiji
et al.
A mechanistic individual-based model of microbial communities2017
Dr Bashar Awwad Shiekh Hasan
Dr Stephen McGough
Enhanced Detection of Movement Onset in EEG through Deep Oversampling2017
Dr John Brennan
Dr Stephen McGough
Professor Boguslaw Obara
Evaluating the quality of graph embeddings via topological feature reconstruction2017
Dr Noura Al Moubayed
Dr Stephen McGough
Identifying Changes in the Cybersecurity Threat Landscape Using the LDA-Web Topic Modelling Data Search Engine2017
Dr Stephen McGough
Dr Matthew Forshaw
Using Machine Learning in Trace-driven Energy-Aware Simulations of High-Throughput Computing Systems2017
Dr John Brennan
Dr Stephen McGough
Deep Topology Classification: A New Approach for Massive Graph Classification2016
Dr John Brennan
Dr Stephen McGough
Efficient Comparison of Massive Graphs Through The Use Of 'Graph Fingerprints'2016
Dr John Brennan
Dr Stephen McGough
GFP-X: A Parallel Approach To Massive Graph Comparison Using Spark2016
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
HTC-Sim: a trace-driven simulation framework for energy consumption in high-throughput computing systems2016
Dr Noura Al Moubayed
Dr Stephen McGough
SMS Spam Filtering Using Probabilistic Topic Modelling and Stacked Denoising Autoencoder2016
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
The case for energy-aware simulation and modelling of internet of things (IoT)2016
Dr Stephen McGough
Dr John Brennan
Data quality assessment and anomaly detection via map/reduce and linked data: a case study in the medical domain2015
Dr Stephen McGough
Dr Budi Arief
Dr Carl Gamble
Dr John Brennan
Professor John Fitzgerald
et al.
Detecting insider threats using ben-ware: Beneficial intelligent software for identifying anomalous human behaviour2015
Dr Stephen McGough
Dr Matthew Forshaw
Energy-aware simulation of workflow execution in High Throughput Computing systems2015
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
Energy-efficient Checkpointing in High-throughput Cycle-stealing Distributed Systems2015
Dr Matthew Forshaw
Dr Stephen McGough
Flipping the priority: effects of prioritising HTC jobs on energy consumption in a multi-use cluster2015
Dr Stephen McGough
Dr John Brennan
Dr Leonardus Arief
Dr Carl Gamble
Professor Aad van Moorsel
et al.
Insider Threats: Identifying Anomalous Human Behaviour in Hereogeneous Systems Using Beneficial Intelligent Software (Ben-ware)2015
Dr Stephen McGough
Dr Matthew Forshaw
Dr Stuart Wheater
Dr Ben Allen
Comparison of a cost-effective virtual cloud cluster with an existing campus cluster2014
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
Energy-efficient checkpointing in high-throughput cycle-stealing distributed systems2014
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
On Energy-efficient Checkpointing in High-throughput Cycle-stealing Distributed Systems2014
Dr Matthew Forshaw
Dr Stephen McGough
Dr Nigel Thomas
On energy-efficient checkpointing in high-throughput cycle-stealing distributed systems2014
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Optimal Hiring of Cloud Servers2014
Dr Stephen McGough
Dr Matthew Forshaw
Reduction of wasted energy in a volunteer computing system through Reinforcement Learning2014
Dr Matthew Forshaw
Dr Nigel Thomas
Dr Stephen McGough
Trace-Driven Simulation for Energy Consumption in High Throughput Computing Systems2014
Dr Stephen McGough
Dr Matthew Forshaw
Dr Clive Gerrard
Dr Paul Robinson
Dr Stuart Wheater
et al.
Analysis of power-saving techniques over a large multi-use cluster with variable workload2013
Vassilis Glenis
Dr Stephen McGough
Dr Vedrana Kutija
Professor Chris Kilsby
Dr Simon Woodman
et al.
Flood modelling for cities using Cloud computing2013
Vassilis Glenis
Dr Vedrana Kutija
Professor Chris Kilsby
Dr Stephen McGough
Dr Simon Woodman
et al.
Urban flood modelling using cloud computing2013
Dr Stephen McGough
Professor Darrel Maddy
Massively parallel landscape-evolution modelling using general purpose graphical processing units2012
Dr Stephen McGough
Dr Matthew Forshaw
Dr Clive Gerrard
Dr Stuart Wheater
Reducing the number of miscreant tasks executions in a multi-use cluster2012
Dr Stephen McGough
Mark Turner
Dr Derek Mortimer
Dr Simon Woodman
Professor Paul Watson
et al.
The Cutting Edge: Discoverability for Historical Artefacts2012
Dr Stephen McGough
Dr Clive Gerrard
Jonathan Noble
Dr Paul Robinson
Dr Stuart Wheater
et al.
Analysis of Power-Saving Techniques over a large multi-use Cluster2011
Dr Stephen McGough
Dr Clive Gerrard
Paul Haldane
David Sharples
Dr Paul Robinson
et al.
Intelligent Power Management over Large Clusters2010
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Efficient parallel simulation of a sliding window protocol2002
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Efficient distributed simulation of a communication switch with bursty sources and losses.2000
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Parallel Simulation of ATM Switches Using Relaxation2000
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Parallel simulation of ATM switches using relaxation2000
Dr Stephen McGough
Parallel simulations using recurrence relations and relaxation [PhD thesis]2000
Dr Stephen McGough
Emeritus Professor Isi Mitrani
Parallel Simulation of ATM Switches Using Relaxation1998