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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 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 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...

An aspect oriented model for software energy efficiency in decentralised servers.

Conference Proceeding
Chinenyeze, S., Liu, X., & Al-Dubai, A. (2014)
An aspect oriented model for software energy efficiency in decentralised servers. In ict4s-14https://doi.org/10.2991/ict4s-14.2014.14
Green software is currently gaining interests with the increasing impact of IT in energy consumption. Green-ness in software however, can be achieved at various stages of the ...

An agility-oriented and fuzziness-embedded semantic model for collaborative cloud service search, retrieval and recommendation

Journal Article
Fang, D., Liu, X., Romdhani, I., Jamshidi, P., & Pahl, C. (2016)
An agility-oriented and fuzziness-embedded semantic model for collaborative cloud service search, retrieval and recommendation. Future Generation Computer Systems, 56, 11-26. https://doi.org/10.1016/j.future.2015.09.025
Cloud computing enables a revolutionary paradigm of consuming ICT services. However, due to the inadequately described service information, users often feel confused while try...

An approach to unified cloud service access, manipulation and dynamic orchestration via semantic cloud service operation specification framework

Journal Article
Fang, D., Liu, X., Romdhani, I., & Pahl, C. (2015)
An approach to unified cloud service access, manipulation and dynamic orchestration via semantic cloud service operation specification framework. Journal of cloud computing advances, systems and applications, 4(1), https://doi.org/10.1186/s13677-015-0039-3
Cloud computing offers various computational resources via convenient on-demand service provision. Currently, heterogeneous services and cloud resources are usually utilized a...

A generative and component based approach to reuse in database applications.

Conference Proceeding
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...

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...

An Upper Ontology for Benefits Management of Cloud Computing

Journal Article
Greenwell, R., Liu, X., & Chalmers, K. (2014)
An Upper Ontology for Benefits Management of Cloud Computing. International Journal of Advanced Computer Science and Applications, 5(12), https://doi.org/10.14569/IJACSA.2014.051211
Benefits Management provides an established approach for decision making and value extraction for IT/IS investments and, can be used to examine cloud computing investments. Th...