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Massive user generated content (UGC) videos are produced each day on the Internet. These videos have become a very important integrant in existing social networking services (SNS). However, unlike professional films, the content of UGC videos is usually unstructured and lacks contextual annotation for management. The motivation behind Huawei Accurate and Fast Mobile Video Annotation Challenge (MoVAC)...
Video streaming is a kind of bandwidth hungry application. As a consequence, the number of streaming flows may be restricted. In this paper, a novel video streaming framework is designed, where multiple NVSs (Network Video Servers) form into a server group to collaboratively provide quality services. A novel problem - Maximum Streaming Flows (MSF), aiming to maximize the number of simultaneously online...
The control of dish-like underwater robot motion is complex. It involves many kinds of influencing factors and it's also a nonlinear process. The model of attitude motion control is very important for the accuracy control and self adapting predictive control. For establishing the attitude motion model and predicting the attitude, SVM algorithm was used to construct a MIMO identifier in this paper...
This paper proposes a new social network classification method by comparing statistics of their centralities and clustering coefficients. Specifically, the proposed method uses the statistics of Degree Centralities and clustering coefficients of networks as a classification criterion. A theoretical justification to this method is also given. In relation to the widely held belief that a social network...
In the process of SME innovation and growth, venture capital plays an indispensable role. Although the research is quite mature on venture capital and innovation, systematic analysis is relatively scarce on links between venture capital and small business independent innovation yet. Grouned on existing research achievement, from the angle of the self-organization theory, the paper expounds the links...
In this paper, by constructing an appropriate Lyapunov functional, sufficient criteria independent of the delays for global exponential stability of the network are derived. The algebra criteria are applicable for other neural network models. This results are less conservative and restrictive than previously known results and can be easily verified. And the result has overcome the obvious drawback...
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