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Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models

Journal Article
Liu, Q., Kamoto, K. M., Liu, X., Sun, M., & Linge, N. (2019)
Low-Complexity Non-Intrusive Load Monitoring Using Unsupervised Learning and Generalized Appliance Models. IEEE Transactions on Consumer Electronics, 65(1), 1-1. doi:10.1109/tce.2019.2891160
Awareness of electric energy usage has both societal and economic benefits, which include reduced energy bills and stress on non-renewable energy sources. In recent years, the...

Power Consuming Activity Recognition in Home Environment

Conference Proceeding
Liu, X., & Liu, Q. (2017)
Power Consuming Activity Recognition in Home Environment. In X. Sun, H. Chao, X. You, & E. Bertino (Eds.), Cloud Computing and Security. ICCCS 2017, (361-372). https://doi.org/10.1007/978-3-319-68505-2_31
This work proposed an activity recognition model which focus on the power con-suming activity in home environment, to help residents modify their behavior. We set the IoT syst...

Home automation: HMM based fuzzy rule engine for Ambient intelligent smart space

Conference Proceeding
Singh Jamnal, G., Liu, X., & Fan, L. (2017)
Home automation: HMM based fuzzy rule engine for Ambient intelligent smart space. In Proceedings of The 29th International Conference on Software Engineering and Knowledge Engineering
In this paper, we proposed a new type of decision making system to achieve the intelligent goal for automated smart environments. The artificial intelligence techniques, used ...

Home appliances classification based on multi-feature using ELM

Journal Article
Wu, Z., Liu, Q., Chen, F., Chen, F., Liu, X., & Linge, N. (2018)
Home appliances classification based on multi-feature using ELM. International Journal of Sensor Networks, 28(1), 34. https://doi.org/10.1504/ijsnet.2018.094710
With the development of science and technology, the application in artificial intelligence has been more and more popular, as well as smart home has become a hot topic. And pa...

Estimation Accuracy on Execution Time of Run-Time Tasks in a Heterogeneous Distributed Environment

Journal Article
Liu, Q., Cai, W., Jin, D., Shen, J., Fu, Z., Liu, X., & Linge, N. (2016)
Estimation Accuracy on Execution Time of Run-Time Tasks in a Heterogeneous Distributed Environment. Sensors, 16(9), 1386. https://doi.org/10.3390/s16091386
Distributed Computing has achieved tremendous development since cloud computing was proposed in 2006, and played a vital role promoting rapid growth of data collecting and ana...

Pricing Ontology for Task-Oriented Cloud Sourcing

Conference Proceeding
Greenwell, R., Liu, X., & Chalmers, K. (2016)
Pricing Ontology for Task-Oriented Cloud Sourcing. In 2016 IEEE 4th International Conference on Future Internet of Things and Cloud (FiCloud)https://doi.org/10.1109/ficloud.2016.17
Cloud computing allows access to computing resources from a number of providers, who offer multiple pricing strategies for selected product characteristics. The service offeri...

CACA-UAN: a context-aware communication approach to efficient and reliable underwater acoustic sensor networks

Journal Article
Liu, Q., Chen, X., Liu, X., & Linge, N. (2018)
CACA-UAN: a context-aware communication approach to efficient and reliable underwater acoustic sensor networks. International Journal of Sensor Networks, 26(1), 1. https://doi.org/10.1504/ijsnet.2018.088364
Underwater Acoustic Sensor Networks (UANs) have emerged as a promising technology recently which can be applied in many areas such as military and civil, where the communicati...

ESBSC: Energy-Aware Service Brokering Strategy in Clouds

Conference Proceeding
Ma, F., Liu, X., Yang, Y., Yao, W., Cai, J., & Wang, F. (2017)
ESBSC: Energy-Aware Service Brokering Strategy in Clouds. In Proceedings of the IEEE 41st Annual Computer Software and Applications Conference (COMPSAC)https://doi.org/10.1109/compsac.2017.120
One of the key features of cloud computing is on demand resource provision. Unfortunately, different cloud service providers often have different standards, which makes the jo...

Cognitive Internet of Everything (CIoE): State of the Art and Approaches

Book
Jamnal, G. S., Liu, X., Fan, L., & Ramachandran, M. (2016)
Cognitive Internet of Everything (CIoE): State of the Art and Approaches. In R. Mihajlovic, M. Ramachandran, R. Behringer, & P. Kocovic (Eds.), Emerging Trends and Applications of the Internet of Things; Advances in Wireless Technologies and Telecommunication, 277-309. IGI Global. doi:10.4018/978-1-5225-2437-3.ch010
In today's world, we are living in busy metropolitan cities and want our homes to be ambient intelligent enough towards our cognitive requirements for assisted living in smart...

A Coordination-Based Brokerage Architecture for Multi-cloud Resource Markets

Conference Proceeding
Aldawood, S., Fowley, F., Pahl, C., Taibi, D., & Liu, X. (2016)
A Coordination-Based Brokerage Architecture for Multi-cloud Resource Markets. In IEEE International Conference on Future Internet of Things and Cloud Workshops (FiCloudW)https://doi.org/10.1109/w-ficloud.2016.19
With an increasing number of service providers in the cloud market, the competition between these is also increasing. Each provider attempts to attract customers by providing ...