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424 results

Using MAP-Elites to support policy making around Workforce Scheduling and Routing

Journal Article
Urquhart, N., Hart, E., & Hutcheson, W. (in press)
Using MAP-Elites to support policy making around Workforce Scheduling and Routing. Automatisierungstechnik, 68(2), https://doi.org/10.1515/auto-2019-0107
English abstract: Algorithms such as MAP-Elites provide a means of allowing users to explore a solution space by returning an archive of high-performing solutions. Such an arc...

Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites

Conference Proceeding
Babaagba, K., Tan, Z., & Hart, E. (in press)
Automatic Generation of Adversarial Metamorphic Malware Using MAP-Elites
In the field of metamorphic malware detection, training a detection model with malware samples that reflect potential mutants of the malware is crucial in developing a model r...

An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values

Journal Article
Chen, J., Chen, K., Ding, C., Wang, G., Liu, Q., & Liu, X. (2020)
An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values. IEEE Access, 8, 4265-4272. https://doi.org/10.1109/access.2019.2963416
In recent years, Air Quality Index (AQI) have been widely used to describe the severity of haze and other air pollutions yet suffers from inefficiency and compatibility on rea...

Creating optimised employee travel plans

Conference Proceeding
Urquhart, N., & Hart, E. (2019)
Creating optimised employee travel plans. In Advances in Evolutionary and Deterministic Methods for Design, Optimization and Control in Engineering and Sciences, 489-502
The routing of employees who provide services such as home health or social care is a complex problem. When sending an employee between two addresses , there may exist more th...

Photo-Realistic Facial Details Synthesis from Single Image

Conference Proceeding
Chen, A., Chen, Z., Zhang, G., Zhang, Z., Mitchell, K., & Yu, J. Photo-Realistic Facial Details Synthesis from Single Image. In IEEE International Conference on Computer Vision (ICCV), (9429-9439)

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Chen, A., Chen, Z., Zhang, G., Zhang, Z., Mitchell, K., & Yu, J. Photo-Realistic Facial Details Synthesis from Single Image. In IEEE International Conference on Computer Vision (ICCV), (9429-9439
We present a single-image 3D face synthesis technique that can handle challenging facial expressions while recovering fine geometric details. Our technique employs expression ...

A Review on Deep Learning Approaches to Image Classification and Object Segmentation

Journal Article
Wu, H., Liu, Q., & Liu, X. (2019)
A Review on Deep Learning Approaches to Image Classification and Object Segmentation. Computers, Materials & Continua, 60(2), 575-597. https://doi.org/10.32604/cmc.2019.03595
Deep learning technology has brought great impetus to artificial intelligence, especially in the fields of image processing, pattern and object recognition in recent years. Pr...

Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies

Conference Proceeding
Sun, M., Michael Kamoto, K., Liu, Q., Liu, X., & Qi, L. (2019)
Application of Bluetooth Low Energy Beacons and Fog Computing for Smarter Environments in Emerging Economies
The Internet of Things (IoT) has already begun to drastically alter the way people operate in various industries across the world, as well as how we interact wit...

Near-Data Prediction Based Speculative Optimization in a Distribution Environment

Conference Proceeding
Sun, M., Wu, X., Jin, D., Xu, X., Liu, Q., & Liu, X. (2019)
Near-Data Prediction Based Speculative Optimization in a Distribution Environment
Apache Hadoop is an open source software framework that supports data-intensive distributed applications and is distributed under the Apache 2.0 licensing agreement,...

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

Thesis
Davison, B. The evaluation of data filtering criteria in wind turbine power performance assessment. (Thesis)
Edinburgh Napier University. Retrieved from http://researchrepository.napier.ac.uk/Output/2376943
The post-installation verification of wind turbine performance is an essential part of a wind energy project. Data collected from meteorological instruments and from the turbi...

Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: a Queueing Networks Approach

Journal Article
Di Mauro, M., & Liotta, A. (2019)
Statistical Assessment of IP Multimedia Subsystem in a Softwarized Environment: a Queueing Networks Approach. IEEE Transactions on Network and Service Management, 16(4), 1493-1506. https://doi.org/10.1109/tnsm.2019.2943776
The Next Generation 5G Networks can greatly benefit from the synergy between virtualization paradigms, such as the Network Function Virtualization (NFV), and service provision...
59 results

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

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

Extending a microservices architecture to support user functions and provide cloud APIs

2019 - 2020
Extending a containerised microservices architecture developed in the initial project to support a set of user functions required for the platform's MVP. Additionally, the project will deliver cloud A...
Funder: Scottish Funding Council | Value: £14,250

Multi-task, Multilingual, Multi-modal Language Generation

2019 - 2023
Language generation (LG) is a crucial technology if machines are to communicate with humans seamlessly using human natural language. A great number of different tasks within Natural Language Processin...
Funder: European Commission

Optimisation of AirNode mesh nets

2019 - 2020
Urban air quality affects the lives of millions, according to WHO statistics air quality contributes to 6.7% of all deaths worldwide. Managing air quality in urban areas is now a priority for governme...
Funder: Scottish Funding Council | Value: £5,000

KTP: Intelligent Agents

2019 - 2022
Improving customer experience through intelligent workflow
Funder: Innovate UK | Value: £268,152

Cloud platform containerised services design

2019 - 2019
This project will focus on the design and development of a distributed software architecture for the platform with innovative technology approaches. This includes microservices with containerisation, ...
Funder: Scottish Funding Council | Value: £5,000

Context-driven proactively Auto-recognising and Learning Met-bot for Meteorological Disaster Surveillance and Precautious Warning

2019 - 2021
The project aims to advance the autonomy of field robots with a novel approach to developing a new generation of Meteorological Drone Robots (Met-Bot) which will be context-driven, proactively auto-re...
Funder: Royal Society of Edinburgh | Value: £12,000

Autonomous Robot Evolution: Cradle to Grave

2018 - 2022
Robotics is changing the landscape of innovation. But traditional design approaches are not suited to novel or unknown habitats and contexts, for instance: robot colonies for ore mining, exploring or ...
Funder: Engineering and Physical Sciences Research Council | Value: £366,412

Security Visualisation

2018 - 2020
To optimise the ZoneFox product through the development and incorporation of effective information visualisation tools for generating insight through visual exploration and discovery of relationships ...
Funder: Innovate UK | Value: £187,051

Date


School

Qualification level

19 results

An investigation of olfactory augmentation of virtual reality experiences

2018 - date
Andrew McKelvey | Director of Studies: Dr Richard Hetherington | Second Supervisor: Dr Augusto Abreu Esteves

Application of evolutionary machine learning in metamorphic malware analysis and detection

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

A semantic-driven framework for validating Quality Requirements of Sensor Streaming Data in IoT-Based Reactive Systems

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

Intermediated reality

2016 - date
Augmented Reality (AR) aims to extend the physical world through virtual content. To perform such addition in an unnoticeable way, a variety of technical constraints need to be su...
Llogari Casas Cambra | Director of Studies: Prof Kenny Mitchell | Second Supervisor: Dr Kevin Chalmers

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

Evolving planar mechanisms for the conceptual stage of mechanical design

2015 - date
Paul Lapok | Director of Studies: Alistair Lawson | 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