24 results

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375 results

Improved Double Deep Q Network-Based Task Scheduling Algorithm in Edge Computing for Makespan Optimization

Journal Article
Zeng, L., Liu, Q., Shen, S., & Liu, X. (2024)
Improved Double Deep Q Network-Based Task Scheduling Algorithm in Edge Computing for Makespan Optimization. Tsinghua Science and Technology, 29(3), 806 - 817. https://doi.org/10.26599/TST.2023.9010058
Edge computing nodes undertake more and more tasks as business density grows. How to efficiently allocate large-scale and dynamic workloads to edge computing resources has bec...

A spatio-temporal graph convolutional approach to real-time load forecasting in an edge-enabled distributed Internet of Smart Grids energy system

Journal Article
Liu, Q., Pan, L., Cao, X., Gan, J., Huang, X., & Liu, X. (in press)
A spatio-temporal graph convolutional approach to real-time load forecasting in an edge-enabled distributed Internet of Smart Grids energy system. Concurrency and Computation: Practice and Experience, Article e8060. https://doi.org/10.1002/cpe.8060
As the edge nodes of the Internet of Smart Grids (IoSG), smart sockets enable all kinds of power load data to be analyzed at the edge, which create conditions for edge calcula...

Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection

Conference Proceeding
Kalutharage, C. S., Liu, X., Chrysoulas, C., & Bamgboye, O. (2024)
Utilizing the Ensemble Learning and XAI for Performance Improvements in IoT Network Attack Detection. In Computer Security. ESORICS 2023 International Workshops (125-139). https://doi.org/10.1007/978-3-031-54129-2_8

An Entity Ontology-Based Knowledge Graph Embedding Approach to News Credibility Assessment

Journal Article
Liu, Q., Jin, Y., Cao, X., Liu, X., Zhou, X., Zhang, Y., …Qi, L. (in press)
An Entity Ontology-Based Knowledge Graph Embedding Approach to News Credibility Assessment. IEEE Transactions on Computational Social Systems, https://doi.org/10.1109/TCSS.2023.3342873
Fake news is a prevalent issue in modern society, leading to misinformation and societal harm. News credibility assessment is a crucial approach for evaluating the accuracy an...

DenMerD: a feature enhanced approach to radar beam blockage correction with edge-cloud computing

Journal Article
Liu, Q., Sun, J., Zhang, Y., & Liu, X. (2024)
DenMerD: a feature enhanced approach to radar beam blockage correction with edge-cloud computing. Journal of cloud computing: advances, systems and applications, 13, Article 32. https://doi.org/10.1186/s13677-024-00607-x
In the field of meteorology, the global radar network is indispensable for detecting weather phenomena and offering early warning services. Nevertheless, radar data frequently...

PFL-LDG: Privacy-preserving Federated Learning via Lightweight Device Grouping

Conference Proceeding
Wang, Z., Liu, Q., & Liu, X. (2023)
PFL-LDG: Privacy-preserving Federated Learning via Lightweight Device Grouping. In 2023 IEEE Smart World Congress (SWC). https://doi.org/10.1109/SWC57546.2023.10449141
The rapid growth of private data from distributed edge networks, driven by the proliferation of IoT sensors, wearable devices, and smartphones, offers significant opportunitie...

Investigating Markers and Drivers of Gender Bias in Machine Translations

Conference Proceeding
Implicit gender bias in Large Language Models (LLMs) is a well-documented problem, and implications of gender introduced into automatic translations can perpetuate real-world ...

Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements, and Challenges

Journal Article
Liu, Q., Yang, Z., Ji, R., Zhang, Y., Bilal, M., Liu, X., …Xu, X. (2023)
Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements, and Challenges. IEEE Systems, Man, and Cybernetics Magazine, 9(4), 4-12. https://doi.org/10.1109/msmc.2022.3216943
Radars are widely used to obtain echo information for effective prediction, such as precipitation nowcasting. In this article, recent relevant scientific investigation and pra...

Proceedings of the 18th International Audio Mostly Conference

Conference Proceeding
(2023)
Proceedings of the 18th International Audio Mostly Conference. . https://doi.org/10.1145/3616195
Audio Mostly is an interdisciplinary conference on design and experience of interaction with sound that prides itself on embracing applied theory and reflective practice. Its ...

PMNet: A Multi-branch and Multi-scale Fusion Convolutional Neural Network for Water Body Extraction of High-resolution Remote Sensing Images

Journal Article
Liu, Q., Zhang, Z., Liu, X., Zhang, Y., & Du, Z. (in press)
PMNet: A Multi-branch and Multi-scale Fusion Convolutional Neural Network for Water Body Extraction of High-resolution Remote Sensing Images. Intelligent Automation and Soft Computing,
Automatic extraction of water body information from high-resolution remote sensing images is one of the core tasks of remote sensing image interpretation. Since the complex mu...

Date


90 results

Anarkik

2014 - 2014
This project aims to develop a globalisation framework for Anarkik 3D’s haptic (virtual touch) modelling user interface, so as to expand the market for Anarkik3D’s software, particularly into educatio...
Funder: Scottish Funding Council | Value: £5,000

Market Prepare

2014 - 2015
A feasibility study & demo of tendering and rating software for Market Prepare to increase the work capacity and improve their customer’s experience when booking trade work and dealing with trades peo...
Funder: Scottish Funding Council | Value: £5,000

Scottish Crofting Federation E-Learning

2014 - 2014
The aim of the project led by Alistair Lawson of IIDI is to create a prototype  for a single module of a Crofting Entry Level Course developed by the Scottish Crofting Federation.   This project de...
Funder: Scottish Funding Council | Value: £5,000

Transcribe UK - iVano

2014 - 2014
This IIDI project, led by Alistair Lawson is a review of the Transcribe UK current system documentation, code base, workflow, and manual administration processes, followed by interviews of key staff a...
Funder: Scottish Funding Council | Value: £5,000

ArbAid: Personal safety beacon registration and information delivery system

2014 - 2014
Design for a system for managing information about personal safety beacons for outdoor activities in remote locations. The user will be able to register a device and provide personal details about the...
Funder: Scottish Funding Council | Value: £5,000

CM2000 Follow On

2014 - 2014
Investigation of Big Data applied into Health and Social Care
Funder: Scottish Funding Council | Value: £40,000

A semantic-driven cloud migration framework

2014 - 2016
Cloud computing is a fast emerging ICT technology to achieving an innovative and sustainable digital economy. It is expected to be a dominating model and technology of the ICT sector for the next 15 y...
Funder: Royal Society | Value: £12,000

Make it Social: Social Network Recommender Systems Review

2014 - 2014
The aim of the project led by Alistair Lawson of IIDI is to carry out a review exploring the potential of a recommendations model integrated with a social network that will allow for real and trustwor...
Funder: Scottish Funding Council | Value: £5,000

TSProperties

2014 - 2014
Searching for a holiday property currently requires prospective clients to search multiple websites. There is an identified need for a tool that will provide a quick, easy way for potential visitors t...
Funder: Scottish Funding Council | Value: £5,000

eTourism

2013 - 2014
This Innovation Voucher in collaboration with Edinburgh Travel Limited aims to build a novel and effective web based e-tourism service to make the tour as pleasant and memorable as possible. Service a...
Funder: Scottish Funding Council | Value: £5,000

Date


Qualification level

15 results

Cryptography Artifact and Behavioural Analysis for Malware Detection

2021 - date
Leigh Turnbull | Director of Studies: Rich Macfarlane | Second Supervisor: Dr Gordon Russell

Ransomware detection techniques using file-based analysis

2020 - date
Simon Davies | Director of Studies: Rich Macfarlane | Second Supervisor: Prof Bill Buchanan

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

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

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

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

Mango: A model-driven approach to Engineering Green Mobile Cloud Applications

2012 - 2017
With the growing need of the industry and due to high business demands, there have consequently been high demands of IT pro...
Mr Samuel Chinenyeze | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Prof Ahmed Al-Dubai

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

An approach to the semantic intelligence cloud

2010 - 2018
Dr Richard Greenwell | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Dr Kevin Chalmers

Novel hyperheuristics applied to the domain of bin packing

2010 - 2014
Hyper-heuristics (HH) have been described as methodologies that aim to offer “good enough -soon enough - cheap enough” solutions to real world...
Dr Kevin Sim | Director of Studies: Prof Emma Hart | Second Supervisor: Prof Ben Paechter

An approach to cross-domain situation-based context management and highly adaptive services in pervasive environments

2008 - 2012
The concept of context-awareness is widely used in mobile and pervasive computing t...
Dr Zakwan Jaroucheh | Director of Studies: Prof Xiaodong Liu | Second Supervisor: Prof Sally Smith