A personalised recommendation algorithm based on probabilistic neural networks
Collaborative filtering is widely used in recommendation system. Our work is motivated by the observation that users caught in their attention relationship network, and their opinions about items will be directly or indirectly affected by others through ...
Temporal impact analysis and adaptation for service-based systems
Temporality is an influential aspect of service-based systems (SBS). Inability of a service to achieve time requirements may lead to violation of service-level agreements (SLA's) in a SBS. Such non-conformity by a service may introduce temporal ...
Considering the environment's characteristics in wireless networks simulations: case of the simulator NS2 and the WSN
Recently, the wireless networks, particularly the wireless sensor networks (WSN) occupy an important place in several application areas due to the progress in microelectronics and wireless communications domains. Thus, a set of researches had addressed ...
Improved biometric identification system using a new scheme of 3D local binary pattern
In any computer vision application, integration of relevant feature extraction module is vital to help in making accurate decision of the classification. In the literature, several methods that have achieved promising results and high accuracies are based ...
An agricultural data storage mechanism based on HBase
With the development of agricultural space-time localisation, sensor network and cloud computing, the amount of agricultural data is increasing rapidly and the data structure becomes more complicated and changeable. Currently, the widely used agricultural ...
A real-time multi-agent system for cryptographic key generation using imaging-based textural features
Traditional network security protocols depend on exchanging the security keys between the network nodes, and thus opposing the network to different classes of security threats. In this paper, a multi-agent system for cryptographic key generation is ...
Research on equalisation scheduling algorithm for network channel under the impact of big data
In order to improve the equalisation scheduling ability of network channel, an equalisation scheduling algorithm for big data network communication based on the baud-spaced equilibration and decision feedback modulation technology is proposed in this ...
Modelling of learner behaviour in massive open online video-on-demand services
Video-on-demand service as a popular internet application provides lively learning resource, learner can freely selects and watches his/her interesting videos in massive open online education. Learner video-on-demand behaviour as feedback shows preference ...
