Reward-Reinforced Generative Adversarial Networks for Multi-agent Systems
Journal Article
Zheng, C., Yang, S., Parra-Ullauri, J., Garcia-Dominguez, A., & Bencomo, N. (2022)
Reward-Reinforced Generative Adversarial Networks for Multi-agent Systems. IEEE Transactions on Emerging Topics in Computational Intelligence, 6(3), 479 - 488. https://doi.org/10.1109/TETCI.2021.3082204
Multi-agent systems deliver highly resilient and adaptable solutions for common problems in telecommunications, aerospace, and industrial robotics. However, achieving an optim...
Grid Routing: An Energy-Efficient Routing Protocol for WSNs with Single Mobile Sink
Journal Article
Liu, Q., Zhang, K., Liu, X., & Linge, N. (2017)
Grid Routing: An Energy-Efficient Routing Protocol for WSNs with Single Mobile Sink. International Journal of Sensor Networks, 25(2), 1. https://doi.org/10.1504/ijsnet.2017.10007397
In a traditional wireless sensor network with static sinks, sensor nodes close to the sink run out of their batteries quicker than other nodes due to the increased data traffi...
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...
Towards OWL 2 Natively Supported Fuzzy Cloud Ontology
Conference Proceeding
Fang, D., Liu, X., Romdhani, I., & Zhao, H. (2012)
Towards OWL 2 Natively Supported Fuzzy Cloud Ontology. In 6th IEEE International Workshop Quality-Oriented Reuse of Software (IEEE QUORS’12), (328-333). https://doi.org/10.1109/compsacw.2012.66
Cloud Computing introduces a revolutionary paradigm of computing to Service Oriented Architecture (SOA), by provisioning various types of computational resources and applicati...
A virtual uneven grid-based routing protocol for mobile sink-based WSNs in a smart home system
Journal Article
Liu, X., & Liu, Q. (2018)
A virtual uneven grid-based routing protocol for mobile sink-based WSNs in a smart home system. Personal and Ubiquitous Computing, https://doi.org/10.1007/s00779-017-1093-2
In a non-uniformly distributed network, the dataconcentrating centre equipped with sparse nodes rapidly depletes its battery energy due to the hotspot problem. To solve this p...
Grid Routing: An Energy-Efficient Routing Protocol for WSNs with Single Mobile Sink
Conference Proceeding
Liu, Q., Zhang, K., Liu, X., & Linge, N. (2016)
Grid Routing: An Energy-Efficient Routing Protocol for WSNs with Single Mobile Sink. In Cloud Computing and Security, 232-243. https://doi.org/10.1007/978-3-319-48674-1_21
In a traditional wireless sensor network with static sinks, sensor nodes close to the sink run out of their batteries quicker than other nodes due to the increased data traffi...
Using ICT to Supporting Course Developers, Tutors, and Students of Scottish Gaelic.
Presentation / Conference
Lawson, A., Mikuta, P., & Cruickshank, P. (2013, September)
Using ICT to Supporting Course Developers, Tutors, and Students of Scottish Gaelic. Poster presented at EUROCALL, University of Évora
This research and development is aimed at learners, tutors and course developers of Scottish Gaelic. The method of teaching Gaelic being used initially with the system is Ùlpa...
Requirements model driven adaption and evolution of Internetware
Journal Article
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...