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40 results

Nature Inspired Optimisation for Delivery Problems: From Theory to the Real World

Book
Urquhart, N. (2022)
Nature Inspired Optimisation for Delivery Problems: From Theory to the Real World. Cham: Springer. https://doi.org/10.1007/978-3-030-98108-2
This book explains classic routing and transportation problems and solutions, before offering insights based on successful real-world solutions. The chapters in Part I introdu...

Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks

Journal Article
Torres Vega, M., Koonen, A. M. J., Liotta, A., & Famaey, J. (2018)
Fast Millimeter Wave Assisted Beam-Steering for Passive Indoor Optical Wireless Networks. IEEE Wireless Communications Letters, 7(2), 278-281. https://doi.org/10.1109/lwc.2017.2771771
In light of the extreme radio congestion, the time has come to consider the upper parts of the electromagnetic spectrum. Optical beam-steered wireless communications offer gre...

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

Journal Article
Urquhart, N., Hart, E., & Hutcheson, W. (2020)
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...

Decentralized dynamic understanding of hidden relations in complex networks

Journal Article
Mocanu, D. C., Exarchakos, G., & Liotta, A. (2018)
Decentralized dynamic understanding of hidden relations in complex networks. Scientific Reports, 8(1), https://doi.org/10.1038/s41598-018-19356-4
Almost all the natural or human made systems can be understood and controlled using complex networks. This is a difficult problem due to the very large number of elements in s...

Reviving legacy enterprise systems with microservice-based architecture within cloud environments

Conference Proceeding
Habibullah, S., Liu, X., Tan, Z., Zhang, Y., & Liu, Q. (2019)
Reviving legacy enterprise systems with microservice-based architecture within cloud environments. In Computer Science Conference Proceedingshttps://doi.org/10.5121/csit.2019.90713
Evolution has always been a challenge for enterprise computing systems. The microservice based architecture is a new design model which is rapidly becoming one of the most eff...

Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks

Journal Article
Savaglio, C., Pace, P., Aloi, G., Liotta, A., & Fortino, G. (2019)
Lightweight Reinforcement Learning for Energy Efficient Communications in Wireless Sensor Networks. IEEE Access, 7, 29355-29364. https://doi.org/10.1109/access.2019.2902371
High-density communications in wireless sensor networks (WSNs) demand for new approaches to meet stringent energy and spectrum requirements. We turn to reinforcement learning,...

A topological insight into restricted Boltzmann machines

Journal Article
Mocanu, D. C., Mocanu, E., Nguyen, P. H., Gibescu, M., & Liotta, A. (2016)
A topological insight into restricted Boltzmann machines. Machine Learning, 104(2-3), 243-270. https://doi.org/10.1007/s10994-016-5570-z
Restricted Boltzmann Machines (RBMs) and models derived from them have been successfully used as basic building blocks in deep artificial neural networks for automatic feature...

Combining parallel coordinates with multi-objective evolutionary algorithms in a real-world optimisation problem

Conference Proceeding
Urquhart, N. (2017)
Combining parallel coordinates with multi-objective evolutionary algorithms in a real-world optimisation problem. In GECCO ’17 Companion, B (1335-1340). https://doi.org/10.1145/3067695.3082485
Optimisation problems based upon real-world instances often contain many objectives. Many existing Multi-Objective Evolutionary Algorithm techniques return a set of solutions ...

Towards a Synthetic Data Generator for Matching Decision Trees

Conference Proceeding
Peng, T., & Hanke, F. (2016)
Towards a Synthetic Data Generator for Matching Decision Trees. In Proceedings of the 18th International Conference on Enterprise Information Systems. , (135-141). https://doi.org/10.5220/0005829001350141
It is popular to use real-world data to evaluate or teach data mining techniques. However, there are some disadvantages to use real-world data for such purposes. Firstly, real...

Increasing Trust in Meta-Heuristics by Using MAP-Elites

Conference Proceeding
Urquhart, N., Guckert, M., & Powers, S. (2019)
Increasing Trust in Meta-Heuristics by Using MAP-Elites. In GECCO '19 Companion, (1345-1348). https://doi.org/10.1145/3319619.3326816
Intelligent AI systems using approaches containing emergent elements often encounter acceptance problems. Results do not get sufficiently explained and the procedure itself ca...
9 results

DataLab_LarderLoad

2016 - 2016
Analysis of transactional data provided by real time cloud based ordering systems linked within the food supply chain which targets Foodservice sector
Funder: Data Lab | Value: £19,807

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

ChargeBreak - Electric Vehicle Suitability Tool

2021 - 2021
This partnership will deliver a tool which utilises Big Data processes and methodologies to simplify the selection of EVs. This will enable uptake of EVs across commercial fleets in a manner which is ...
Funder: Scottish Funding Council | Value: £5,000

Netmedia: Innovation Voucher for Artificial Intelligence/Optimisation

2018 - 2018
The project will examine the manner in which a scheduling/timetabling system can be enhanced by having classifying users into types and then using problem templates matched to type to guide the user.
Funder: Scottish Funding Council | Value: £5,000

KTP Standard Life

2017 - 2018
The development of enhanced data analytics capabilities to enable the modelling, analysis and presentation of complex data to improve Group Internal Audit’s assessment and insight into business risks ...
Funder: Innovate UK | Value: £131,909

Managing Archaeological Projects - Innovation Voucher

2017 - 2017
Develop a prototype for an interactive data-driven website to address the unique challenges of managing numerous archaeological services projects across diverse sites in Scotland.
Funder: Scottish Funding Council | Value: £5,000

Food Services Analytics

2015 - 2015
I-POS produce an Intelligent Point of Sale application which runs on Apple iPad hardware for use in bars and restaurants. The application generates transaction based sales data and re-ordering data fr...
Funder: Scottish Funding Council | Value: £5,000

Solicitor Data Management for TC Young

2018 - 2018
Develop a bespoke system for managing defined client data including charitable clients in Scotland for TC Young.
Funder: Scottish Funding Council | Value: £5,000

Bendifa Innovation Voucher

2017 - 2017
An SFC Innovation Voucher being used to fund a feasibility study examining the use of heuristics to optimize food collection and delivery.
Funder: Scottish Funding Council | Value: £4,920