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114 results

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. (2021)
A hybrid CNN-LSTM model for predicting PM2.5 in Beijing based on spatiotemporal correlation. Environmental and Ecological Statistics, 128(3), 503-522. 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...

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. (2021)
A Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles. IEEE Sensors Journal, 21(14), 15895-15903. 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,

Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment

Journal Article
Estévez, J., Bellido-Jiménez, J. A., Liu, X., & García-Marín, A. P. (2020)
Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment. Water, 12(7), https://doi.org/10.3390/w12071909
Accurate forecast of hydrological data such as precipitation is critical in order to provide useful information for water resources management, playing a key role in different...

A Survey of Error Analysis and Calibration Methods for MEMS Triaxial Accelerometers

Journal Article
Xiao, B., Jiang, Y., Liu, Q., Liu, X., & Sun, M. (2020)
A Survey of Error Analysis and Calibration Methods for MEMS Triaxial Accelerometers. Computers, Materials & Continua, 64(1), 389-399. https://doi.org/10.32604/cmc.2020.06092
MEMS accelerometers are widely used in various fields due to their small size and low cost, and have good application prospects. However, the low accuracy limits its range of ...

An Optimized Resource Scheduling Strategy for Hadoop Speculative Execution Based on Non-cooperative Game Schemes

Journal Article
Jiang, Y., Liu, Q., Dannah, W., Jin, D., Liu, X., & Sun, M. (2020)
An Optimized Resource Scheduling Strategy for Hadoop Speculative Execution Based on Non-cooperative Game Schemes. Computers, Materials & Continua, 62(2), 713-729. https://doi.org/10.32604/cmc.2020.04604
Hadoop is a well-known parallel computing system for distributed computing and large-scale data processes. “Straggling” tasks, however, have a serious impact on task allocatio...
10 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

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

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

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

Towards Green, Sustainable and Personalisable E-Business Services

2012 - 2014
The project will advance the current state of art of e-business and cloud computing by developing a novel approach to cloud-based e-business service evolution and personalisation. We'll seek further ...
Funder: ENU Development Trust | Value: £30,359

The Online Pension Company Ltd

2011 - 2012
IIDI has been successful in obtaining funding for a new collaborative project with The Online Pension Company Ltd supported by the SFC Innovation Voucher Scheme.
Funder: Scottish Funding Council | Value: £5,000

An Approach to Modelling and Evolution of Service Architecture and its Reliability in Clouds

2011 - 2013
Clouds are a new supplement, consumption, and delivery model for ICT services based on the Internet, and it typically involves over-the-Internet provision of dynamically scalable and often virtualized...
Funder: Royal Society of Edinburgh | Value: £12,000

FlexiCAGE

2008 - 2010
Funder: Scottish Enterprise | Value: £92,500

A Metadata-based Ontological Component Repository

2007 - 2008
This project offers to create an intelligent ontological component repository to facilitate the reuse of existing components in measurement software development. The repository will enable precise des...
Funder: Agilent Technologies UK Ltd | Value: £35,000

SAGA Bench & FlexiCAGE PRP POC+

2005 - 2007
Funder: Scottish Enterprise | Value: £157,070

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