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364 results

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. (in press)
Deep Vision in Analysis and Recognition of Radar Data: Achievements, Advancements and Challenges. IEEE Systems, Man, and Cybernetics Magazine,

Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty

Conference Proceeding
Sampath Kalutharage, C., Liu, X., & Chrysoulas, C. (in press)
Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty.
Over the past few decades, Machine Learning (ML)-based intrusion detection systems (IDS) have become increasingly popular and continue to show remarkable performanc...

Machine Learning Enabled Quantitative Ultrasound Techniques for Tissue Differentiation

Journal Article
Thomson, H., Yang, S., & Cochran, S. (2022)
Machine Learning Enabled Quantitative Ultrasound Techniques for Tissue Differentiation. Journal of Medical Ultrasonics, 49, 517-528. https://doi.org/10.1007/s10396-022-01230-6
Quantitative ultrasound (QUS) infers properties about tissue microstructure from backscattered via radio-frequency ultrasound data. This paper describes how to implement the m...

A self-attention integrated spatiotemporal LSTM approach to edge-radar echo extrapolation in the Internet of Radars

Journal Article
Yang, Z., Wu, H., Liu, Q., Liu, X., Zhang, Y., & Cao, X. (in press)
A self-attention integrated spatiotemporal LSTM approach to edge-radar echo extrapolation in the Internet of Radars. ISA Transactions, https://doi.org/10.1016/j.isatra.2022.06.046
In recent years, the number of weather-related disasters significantly increases across the world. As a typical example, short-range extreme precipitation can cause severe flo...

CEMA-LSTM: Enhancing Contextual Feature Correlation for Radar Extrapolation Using Fine-Grained Echo Datasets

Journal Article
Yang, Z., Liu, Q., Wu, H., Liu, X., & Zhang, Y. (2023)
CEMA-LSTM: Enhancing Contextual Feature Correlation for Radar Extrapolation Using Fine-Grained Echo Datasets. Computer Modeling in Engineering and Sciences, 135(1), 45-64. https://doi.org/10.32604/cmes.2022.022045
Accurate precipitation nowcasting can provide great convenience to the public so they can conduct corresponding arrangements in advance to deal with the possible impact of upc...

Near-Data Prediction Based Speculative Optimization in a Distribution Environment

Journal Article
Liu, Q., Wu, X., Liu, X., Zhang, Y., & Hu, Y. (in press)
Near-Data Prediction Based Speculative Optimization in a Distribution Environment. Mobile Networks and Applications, https://doi.org/10.1007/s11036-021-01793-7
Hadoop is an open source from Apache with a distributed file system and MapReduce distributed computing framework. The current Apache 2.0 license agreement supports on-demand ...

Intelligent Question Answering System Based on Knowledge Graph

Conference Proceeding
Feng, X., Liu, Q., & Liu, X. (2022)
Intelligent Question Answering System Based on Knowledge Graph. In 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys). https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00225
In order to build a smart city and pursue more efficient city management, various industries have introduced intelligent question answering into process management. The intell...

An Intelligent Method for Upper Limb Posture Recognition Based on Limited MEMS Data

Conference Proceeding
Wu, Z., Wu, X., Liu, Q., & Liu, X. (2022)
An Intelligent Method for Upper Limb Posture Recognition Based on Limited MEMS Data. In 2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech). https://doi.org/10.1109/DASC-PICom-CBDCom-CyberSciTech52372.2021.00082
There are more than 10 million new stroke cases worldwide every year, and stroke has become one of the main causes of death and disability. In recent years, with the rapid dev...

Improving Domestic NILM Using An Attention- Enabled Seq2Point Learning Approach

Conference Proceeding
Zhang, J., Sun, J., Gan, J., Liu, Q., & Liu, X. (2022)
Improving Domestic NILM Using An Attention- Enabled Seq2Point Learning Approach. In 2021 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech). https://doi.org/10.1109/DASC-PICom-CBDCom-CyberSciTech52372.2021.00079
The past decade have seen a growth in Internet technology, the overlap of cyberspace and social space provides great convenience for people's life. The in-depth study of non-i...

Introduction to the Special Issue on Intelligent Models for Security and Resilience in Cyber Physical Systems

Journal Article
Liu, Q., Liu, X., Grosu, R., & Yang, C. (2022)
Introduction to the Special Issue on Intelligent Models for Security and Resilience in Cyber Physical Systems. Computer Modeling in Engineering and Sciences, 131(1), 23-26. https://doi.org/10.32604/cmes.2022.020646
This article has no abstract.

Date


89 results

Audio Mostly 2023

2022 - 2023
This project's aim is to host the Audio Mostly conference 2023 here at Edinburgh Napier University (https://audiomostly.com/). Conference Theme: Embodied Sound in the Virtual Conference Abstract: S...
Funder: Fees (CPD courses and Conference Delegate)

PhD studentship: DATA SCIENCE AND ADHERENCE TO MEDICATIONS

2020 - 2025
Adherence to medications is increasingly important for population health, as chronic conditions become more prevalent. With the development of IT infrastructures that record medication prescribing and...
Funder: Scottish Government | Value: £30,000

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

2019 - 2022
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

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

Next Generation Trust Architecture

2018 - 2020
This work will provide proof-of-concept infrastructures and which will be used to create an ecosystem for strong use cases, and thus attract new funding for the building of new health and social care ...
Funder: Digital Health Institute | Value: £149,959

Trisent: Innovation Voucher for Personal Context Data Project

2018 - 2018
This is a small project to initiate an engagement following an unsuccessful application for a larger Data Lab project. Trisent’s core technology is called the Personal Context Management System (PCM...
Funder: Scottish Funding Council | Value: £5,000

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

Research visit @ University of Bielefeld

2017 - 2017
Research exchange with the Bielefeld Dialogue Systems group
Funder: The Scottish Informatics & Computer Science Alliance | Value: £2,475

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

Context-Active Resilience in Cyber Physical systems (CAR)

2016 - 2018
This European Fellowship project will benefit the researcher by giving and enhancing the knowledge and skills for a future generation of CPSs which enjoy the unique feature of context-active resilienc...
Funder: European Commission | Value: £127,083
14 results

Enhancement of identified effective ransomware detection techniques

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

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

Leadership for the CIO: building capacity through applying leadership theory using frameworks

2012 - 2016
At present the Information Technology profession appears to be dogged by high profile project failure, high...
Prof Sally Smith | Director of Studies: Mr Grant MacKerron | Second Supervisor: Dr Vaughan Ellis

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

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 the semantic intelligence cloud

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

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

Investigating communicating sequential processes for Java to support ubiquitous computing

2005 - 2009
Ubiquitous Computing promises to enrich our everyday lives by enabling the environment to be enhanced via compu...
Dr Kevin Chalmers | Director of Studies: Prof Jon Kerridge | Second Supervisor: Dr Imed Romdhani