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214 results

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. (in press)
A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation. Environmental and Ecological Statistics, 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...

Using Semantic Technology to Model Persona for Adaptable Agents

Conference Proceeding
Nguyen, J., Farrenkopf, T., Guckert, M., Powers, S., & Urquhart, N. (in press)
Using Semantic Technology to Model Persona for Adaptable Agents. In ECMS2021 Proceedings
In state of the art research a growing interest in the application of agent models for the simulation of road traffic can be observed. Software agents are particularly suitabl...

Using Semantic Technology to Model Persona for Adaptable Agents

Conference Proceeding
Nguyen, J., Farrenkopf, T., Guckert, M., Powers, S., & Urquhart, N. (in press)
Using Semantic Technology to Model Persona for Adaptable Agents
In state of the art research a growing interest in the application of agent models for the simulation of road traffic can be observed. Software agents are particularly suitabl...

A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment

Journal Article
Liu, Q., Wu, X., Jiang, Y., Liu, X., Zhang, Y., Xu, X., & Qi, L. (2021)
A fully connected deep learning approach to upper limb gesture recognition in a secure FES rehabilitation environment. International Journal of Intelligent Systems, 36(5), 2387-2411. https://doi.org/10.1002/int.22383
Stroke is one of the leading causes of death and disability in the world. The rehabilitation of Patients' limb functions has great medical value, for example, the therapy of f...

A renewable energy forecasting and control approach to secured edge-level efficiency in a distributed micro-grid

Journal Article
Anaadumba, R., Liu, Q., Marah, B. D., Nakoty, F. M., Liu, X., & Zhang, Y. (2021)
A renewable energy forecasting and control approach to secured edge-level efficiency in a distributed micro-grid. Cybersecurity, 4, https://doi.org/10.1186/s42400-020-00065-3
Energy forecasting using Renewable energy sources (RESs) is gradually gaining weight in the research field due to the benefits it presents to the modern-day environment. Not o...

A Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles

Journal Article
Liu, Q., Kamoto, K. M., Liu, X., Zhang, Y., Yang, Z., Khosravi, M. R., …Qi, L. (in press)
A Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles. IEEE Sensors Journal, https://doi.org/10.1109/jsen.2020.3027684
Intelligent transportation systems (ITSs) have become popular in recent years as an essential requirement for safer and more efficient transportation systems. Internet of Elec...

A Fast Classification Approach to Upper-Limb Posture Recognition

Conference Proceeding
Wu, X., Jiang, Y., Liu, Q., Wu, H., & Liu, X. (in press)
A Fast Classification Approach to Upper-Limb Posture Recognition

A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings

Journal Article
Liu, Q., Nakoty, F. M., Wu, X., Anaadumba, R., Liu, X., Zhang, Y., & Qi, L. (2020)
A secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings. Computer Communications, 162, 187-195. https://doi.org/10.1016/j.comcom.2020.08.024
Compared to Intrusive Load Monitoring which uses smart power meters at each level to be monitored, Non-Intrusive Load Monitoring (NILM) is an ingenious way that relies on sign...

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,
26 results

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

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

The Extractive Components of UK Hardwood

2016 - 2017
Use the ITED system to search literature based observations about the chemical extractive components of both broadleaf and conifer tree species commonly grown in the UK. Chemically, wood structure ma...
Funder: Scottish Forestry | Value: £28,492

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

SkillStep

2015 - 2016
Through this project Skillstep hope to successfully create an app for banks and other corporates in the financial services market to help them grow the leadership skills of graduates and millennial st...
Funder: Scottish Funding Council | Value: £5,000

Plansafe - Follow on voucher

2015 - 2016
This is a follow-on innovation voucher project to further develop a software system which will fully document Statutory Examinations of lifting, pressure and LEV equipment. The solution will involve a...
Funder: Scottish Funding Council | Value: £35,837
10 results

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

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

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

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

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

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

Interactive Visualisation Tools for Supporting Taxonomists Working Practice

2001 - 2006
The necessity for scientists and others to use consistent terminology has recently been regarded as fundamental to advancing ...
Dr Alan Cannon | Director of Studies: Prof Jessie Kennedy

A software framework for the microscopic modelling of pedestrian movement

1999 - 2007
A town planner, faced with the task of designing attractive walking spaces, needs a tool that will allow different designs to b...
Dr Robert Kukla | Director of Studies: Prof Jon Kerridge | Second Supervisor: Prof Jessie Kennedy

Visualising Multiple Overlapping Classification Hierarchies

1998 - 2002
The revision or reorganisation of hierarchical data sets can result in many possible hierarchical classifications composed of the same or ove...
Dr Martin Graham | Director of Studies: Prof Jessie Kennedy | Second Supervisor: Prof David Benyon

1994 - 1997
Prof Kenny Mitchell | Director of Studies: Prof Jessie Kennedy | Second Supervisor: Peter Barclay