An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values
Chen, J., Chen, K., Ding, C., Wang, G., Liu, Q., & Liu, X. (2020)
An Adaptive Kalman Filtering Approach to Sensing and Predicting Air Quality Index Values. IEEE Access, 8, 4265-4272. https://doi.org/10.1109/access.2019.2963416
In recent years, Air Quality Index (AQI) have been widely used to describe the severity of haze and other air pollutions yet suffers from inefficiency and compatibility on rea...
PM2.5 Pollution: Health and Economic Effect Assessment Based on a Recursive Dynamic Computable General Equilibrium Model
Chen, K., Wang, G., Wu, L., Chen, J., Yuan, S., Liu, Q., & Liu, X. (2019)
PM2.5 Pollution: Health and Economic Effect Assessment Based on a Recursive Dynamic Computable General Equilibrium Model. International Journal of Environmental Research and Public Health, 16(24), https://doi.org/10.3390/ijerph16245102
At present particulate matter (PM₂.₅) pollution represents a serious threat to the public health and the national economic system in China. This paper optimizes ...
A generative and component based approach to reuse in database applications.
Wang, B. H. (., Liu, X., & Kerridge, J. (2002)
A generative and component based approach to reuse in database applications. In 5th Generative Programming and Component Engineering Young Researcher Workshop
The development of database application systems will benefit from
high reusability because similar design circumstances recur frequently in database
developments. However, res...
Monthly Precipitation Forecasts Using Wavelet Neural Networks Models in a Semiarid Environment
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 Sensory Similarities Approach to Load Disaggregation of Charging Stations in Internet of Electric Vehicles
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 secure edge monitoring approach to unsupervised energy disaggregation using mean shift algorithm in residential buildings
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...
Requirements model driven adaption and evolution of Internetware
Liu, L., Yang, C., Wang, J., Ye, X., Liu, Y., Yang, H., & Liu, X. (2014)
Requirements model driven adaption and evolution of Internetware. SCIENCE CHINA Information Sciences, 57(1), 1-19. https://doi.org/10.1007/s11432-014-5064-1
Today’s software systems need to support complex business operations and processes. The development of the web-based software systems has been pushing up the limits of traditi...
A Classification and Comparison Framework for Cloud Service Brokerage Architectures
Fowley, F., Pahl, C., Jamshidi, P., Fang, D., & Liu, X. (2016)
A Classification and Comparison Framework for Cloud Service Brokerage Architectures. IEEE transactions on cloud computing, 6(2), 358-371. https://doi.org/10.1109/tcc.2016.2537333
Cloud service brokerage and related management and marketplace concepts have been identified as key concerns for future cloud technology development and research. Cloud servic...
A Task Orientated Requirements Ontology for Cloud Computing Services
Greenwell, R., Liu, X., Chalmers, K., & Pahl, C. (2016)
A Task Orientated Requirements Ontology for Cloud Computing Services. In Proceedings of the 6th International Conference on Cloud Computing and Services Science (CLOSER 2016), (121-128). https://doi.org/10.5220/0005752301210128
Requirements ontology offers a mechanism to map requirements for cloud computing services to cloud computing resources. Multiple stakeholders can capture and map knowledge in ...
DEEPC: Dynamic Energy Profiling of Components
Liu, X., Chinenyeze, S. J., & Al-Dubai, A. (2016)
DEEPC: Dynamic Energy Profiling of Components. In 2016 IEEE 40th Annual Computer Software and Applications Conference (COMPSAC)https://doi.org/10.1109/COMPSAC.2016.90
Many software projects are built using reusable components (i.e. reusable objects - as per component and connectors in software architectures). During component selection in C...