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460 results

Design and Evaluation of Visualisation Techniques to Facilitate Argument Exploration

Journal Article
Khartabil, D., Collins, C., Wells, S., Bach, B., & Kennedy, J. (in press)
Design and Evaluation of Visualisation Techniques to Facilitate Argument Exploration. Computer Graphics Forum, https://doi.org/10.1111/cgf.14389
This paper reports the design and comparison of three visualizations to represent the structure and content within arguments. Arguments are artefacts of reasoning widely used ...

Developing Visualisations to Enhance an Insider Threat Product: A Case Study

Conference Proceeding
Graham, M., Kukla, R., Mandrychenko, O., Hart, D., & Kennedy, J. (in press)
Developing Visualisations to Enhance an Insider Threat Product: A Case Study. In IEEE Symposium on Visualization for Cyber Security 2021
This paper describes the process of developing data visualisations to enhance a commercial software platform for combating insider threat, whose existing UI, while perfectly f...

Modelling Individual Preferences to Study and Predict Effects of Traffic Policies

Conference Proceeding
Nguyen, J., Powers, S., Urquhart, N., Farrenkopf, T., & Guckert, M. (in press)
Modelling Individual Preferences to Study and Predict Effects of Traffic Policies
Traffic can be viewed as a complex adaptive system in which systemic patterns arise as emergent phenomena. Global behaviour is a result of behavioural patterns of a large set ...

Using AGADE Traffic to Analyse Purpose-driven Travel Behaviour

Conference Proceeding
Nguyen, J., Powers, S. T., Urquhart, N., Farrenkopf, T., & Guckert, M. (in press)
Using AGADE Traffic to Analyse Purpose-driven Travel Behaviour
AGADE Traffic is an agent-based traffic simulator that can be used to analyse purpose-driven travel behaviour of individuals that leads to the emergence of systemic patterns i...

Parallel Programming Made Simple: Using Groovy Parallel Patterns

Book
Kerridge, J. (2021)
Parallel Programming Made Simple: Using Groovy Parallel Patterns. Copenhagen: Bookboon.com
The use of the Groovy Parallel Patterns Library is described, using many diverse examples, showing how a parallel application can be easily created from existing sequential co...

Embodied online dance learning objectives of CAROUSEL +

Conference Proceeding
Mitchell, K., Koniaris, B., Tamariz, M., Kennedy, J., Cheema, N., Mekler, E., …Mac Williams, C. (2021)
Embodied online dance learning objectives of CAROUSEL +. In 2021 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW) (309-313). https://doi.org/10.1109/VRW52623.2021.00062
This is a position paper concerning the embodied dance learning objectives of the CAROUSEL + 1 project, which aims to impact how online immersive technologies influence multiu...

A Conceptual Framework for Establishing Trust in Real World Intelligent Systems

Journal Article
Guckert, M., Gumpfer, N., Hannig, J., Keller, T., & Urquhart, N. (2021)
A Conceptual Framework for Establishing Trust in Real World Intelligent Systems. Cognitive Systems Research, 68, 143-155. https://doi.org/10.1016/j.cogsys.2021.04.001
Intelligent information systems that contain emergent elements often encounter trust problems because results do not get sufficiently explained and the procedure itself can no...

A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation

Journal Article
Ding, C., Wang, G., Zhang, X., Liu, Q., & Liu, X. (2021)
A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation. Environmental and Ecological Statistics, 128(3), 503-522. https://doi.org/10.1007/s10651-021-00501-8
Long-term exposure to air environments full of suspended particles, especially PM2.5, would seriously damage people's health and life (i.e., respiratory diseases and lung canc...

When to (or not to) trust intelligent machines: Insights from an evolutionary game theory analysis of trust in repeated games

Journal Article
Perrett, C., Powers, S. T., & Han, T. A. (2021)
When to (or not to) trust intelligent machines: Insights from an evolutionary game theory analysis of trust in repeated games. Cognitive Systems Research, 68, https://doi.org/10.1016/j.cogsys.2021.02.003
The actions of intelligent agents, such as chatbots, recommender systems, and virtual assistants are typically not fully transparent to the user. Consequently , users take the...

WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets

Conference Proceeding
Pitt, J., Burth Kurka, D., Hart, E., & Cardoso, R. P. (2021)
WILDA: Wide Learning of Diverse Architectures for Classification of Large Datasets. In Applications of Evolutionary Computation: EvoApplications 2021 Proceedings. , (649-664). https://doi.org/10.1007/978-3-030-72699-7_41
In order to address scalability issues, which can be a challenge for Deep Learning methods, we propose Wide Learning of Diverse Architectures-a model that scales horizontally ...
67 results

A Reinforcement Learning Based Resource Management System for Long Term Care for Elderly People

2021 - 2023
A reinforcement learning method will model the behaviour of community care organisations with sequential decision processes focusing on organising the distribution, procurement and management of daily...
Funder: Royal Society of Edinburgh | Value: £11,200

Keep Learning

2021 - 2024
The project proposes a novel architecture for designing optimisation systems that “keeps learning” when exposed to a continual stream of instances: these systems will autonomously adapt their compone...
Funder: Engineering and Physical Sciences Research Council | Value: £388,219

KTP Ace Aquatec

2021 - 2023
To develop, test and incorporate Innovative AI based approaches to improve accuracy of Individual fish identification and sea lice detection.
Funder: Innovate UK | Value: £265,334

CAROUSEL+ Telepresent Dance Reducing Social Distancing

2021 - 2024
CAROUSEL focuses on how Augmented Reality (AR) and Artificial Intelligence (AI) technologies improve the quality of experience and social interaction in the frame of live virtual and hybrid events in ...
Funder: European Commission | Value: £812,386

Personal wellbeing through machine learning

2020 - 2021
Third Platform Technologies proposes a mental health mobile app that uses data and personal insights to empower people to lead more conscious, fulfilled and purposeful lives, on a global basis. A pers...
Funder: Scottish Funding Council | Value: £4,800

CiViL: Common-sense- and Visual-enhanced natural Language generation

2020 - 2023
One of the most compelling problems in Artificial Intelligence is to create computational agents capable of interacting in real-world environments using natural language. Computational agents such as ...
Funder: Engineering and Physical Sciences Research Council | Value: £280,060

Hyperheuristics for infrastructure system optimisation

2020 - 2020
Continuum Industries novel software tech allows engineers to automate their work and evaluate millions of possible combinations of design parameters. Primary application lies in linear infrastructure ...
Funder: Data Lab | Value: £19,599

Towards Guided Self-Organisation in Artificial Complex Systems: A Swarm Robotics Case Study

2020 - 2022
Swarm robotics refers to the design and coordination of large numbers of simple physical robots. Uses include environmental applications such as pollution monitoring in the oceans using aquatic robots...
Funder: Royal Society | Value: £11,500

Rigorous Graphical Explainable AI for Higher-Risk Applications

2020 - 2021
Deep Neural Networks (DNNs) are common in many areas, such as human‐robot interaction (HRI), natural language processing, and planning tasks, however, their use in high-risk industrial applications is...
Funder: Engineering and Physical Sciences Research Council | Value: £49,088

Bus Passenger Analytics

2020 - 2020
Passengers using the Lothian Buses network may use a smart card (Ridacard) to pay for their journey, swiping the card on boarding a vehicle. Smart card journeys account for about 1/3rd of journeys mad...
Funder: Data Lab | Value: £26,170

Date


School

Qualification level

20 results

An investigation of olfactory display technology for the enhancement of presence within virtual reality experiences

2018 - date
Andrew McKelvey | Director of Studies: Dr Emilia Sobolewska | Second Supervisor: Dr Michael Smyth

Application of evolutionary machine learning in metamorphic malware analysis and detection

2017 - 2021
Dr Kehinde Babaagba | Director of Studies: Dr Thomas Tan | Second Supervisor: Prof Emma Hart

Semantic model-driven framework for validating quality requirements of internet of things streaming data

2016 - 2021
Oluwaseun Bamgboye | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Dr Peter Cruickshank

Intermediated Reality

2016 - 2020
Real-time solutions to reducing the gap between virtual and physical worlds for photorealistic interactive Augmented Reality (AR) are presented. First, a method of texture deforma...
Dr Llogari Casas Cambra | Director of Studies: Prof Kenny Mitchell | Second Supervisor: Dr Kevin Chalmers

Evolving planar mechanisms for the conceptual stage of mechanical design

2015 - 2020
Dr Paul Lapok | Director of Studies: Alistair Lawson | Second Supervisor: Prof Ben Paechter

Visualisation support for biological Bayesian network inference

2015 - 2019
Network models are often created to describe interactions between components in biological systems. At a molecular level the involved com...
Thanasis Vogogias | Director of Studies: Prof Jessie Kennedy

Visualisation techniques to facilitate argument exploration

2015 - 2020
Arguments are structures of premises and conclusions that underpin rational reasoning processes. Within complex knowledge domains, especially...
Dana Khartabil | Director of Studies: Dr Simon Wells | Second Supervisor: Prof Jessie Kennedy

Towards a unified method to synthesising scenarios and solvers in combinatorial optimisation via graph-based approaches

2015 - 2020
Christopher Stone | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

A closer look at adaptation mechanisms in simulated environment-driven evolutionary swarm robotics

2013 - 2018
Swarm robotics is a special case within the general field of robotics. The distributed nature makes it...
Dr Andreas Steyven | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

The evaluation of data filtering criterial in wind turbine power performance assessment

2012 - 2019
Dr Brian Davison | Director of Studies: Prof Tariq Muneer | Second Supervisor: Prof Ahmed Al-Dubai
22 results

Prof. Emma Hart invited to join Scottish Government Steering Group to develop an Artificial Intelligence (AI) strategy for Scotland.

16 September 2019
Prof. Emma Hart has been invited by Minister Kate Forbes to join a Scottish Government Steering Group to develop an Artificial Intelligence (AI) strategy for Scotland.

Researchers from Nature-Inspired Intelligent Systems group win Best Paper Award@GECCO 2019

16 July 2019
PhD student Mohamad Alissa with supervisors Dr Kevin Sim and Prof. Emma Hart won the Best Paper award in the ECOM track at GECCO 2019 in Prague for their paper: Algorithm Selection Using Deep Learnin...

Prof . Emma Hart gives interview "An Insider's Guide to Evolutionary Computation"

17 December 2018
Laura van Beers from ContactEngine, a London based company delivering software that enables its customers to proactively engage customers in AI-driven conversations to fulfil their business objective...

Prof. Emma Hart invited to talk at Scotland IS Software Engineering Leader's Forum to discuss SICSA's work on AI

20 November 2018
Prof. Emma Hart gave an invited talk at the monthly meet-up of the Scotland IS Software Engineering forum on behalf of the SICSA AI theme to describe the work taking place across Scottish Universities...

Prof. Emma Hart interviewed in new video released by Sentient AI to provide unique insights to business leaders on the growing applicability of evolutionary computation

13 August 2018
Sentient Technologies, a world leader in artificial intelligence (AI) products based on evolutionary computation, today announced a new video collection that provides unique insights to the burgeonin...

Prof. Emma Hart and Dr Kevin Sim win Bronze Award in International Humies competition for work on predicting wind damage in Forestry

18 July 2018
The Annual Humies prize is awarded at the International Conference on Genetic and Evolutionary Computation for human-competitive results that have been produced by any form of genetic and evolutionar...

Evolutionary Robotics Research Nominated for Best Paper Award

14 July 2018
Prof. Emma Hart, Dr Andreas Steyven and Prof. Ben Paechter have been nominated for a prestigious best paper award at the GECCO 18, Kyoto, Japan for new work in evolving a diverse team of swarm robot...

Prof. Emma Hart invited as a keynote speaker at IJCCI in Funchal, Madeira, November 2017

1 November 2017
The International Joint Conference on Computational Intelligence brings together researchers, engineers and practitioners interested in the field of Computational Intelligence both from theoretical an...

Dr. Simon Powers has been appointed as an Associate Editor for Adaptive Behavior

18 October 2017
Adaptive Behavior is an indexed, international peer reviewed journal that publishes articles on adaptive behavior in biological systems and autonomous artificial systems. Dr. Simon Powers has been inv...

Dr. Simon Powers is invited as the keynote speaker at the Second International Workshop of Social Learning and Cultural Evolution

26 August 2017
Simon Powers will give the keynote talk at the Second International Workshop of Social Learning and Cultural Evolution, part of the European Conference on Artificial Life held in Lyon, France, 4th Sep...
32 results