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Liu, Yi
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Context-aware trust network extraction in large-scale trust-oriented social networks
Liu G., Liu Y., Liu A., Li Z., Zheng K., Wang Y., Zhou X. World Wide Web 21(3): 713-738, 2018. Type: Article
The power of social media is often taken for granted. We know that it has been used to advertise, to politicize, to inform, and to educate. But at times such information seems to be targeted at a particular audience, so that one gets t...
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Oct 1 2018
Decision tree induction with a constrained number of leaf nodes
Wu C., Chen Y., Liu Y., Yang X. Applied Intelligence 45(3): 673-685, 2016. Type: Article
Decision trees are broadly applied in machine learning, especially for data-driven decision making. Training with a subset of data, one may build a decision tree to classify other data items. The concept of the decision tree is not har...
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Dec 6 2016
Video streaming over cooperative wireless networks
Liu Y., Hefeeda M. MMSys 2010 (Proceedings of the 1st Annual ACM SIGMM Conference on Multimedia Systems, Phoenix, AZ, Feb 22-23, 2010) 99-110, 2010. Type: Proceedings
A concise overview of current techniques for mobile video begins this paper. Then, it outlines the dilemmas associated with disseminating (streaming) video to a large group of receivers, in the case when the receivers are synchronized ...
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Jun 18 2010
Query performance prediction for information retrieval based on covering topic score
Lang H., Wang B., Jones G., Li J., Ding F., Liu Y. Journal of Computer Science and Technology 23(4): 590-601, 2008. Type: Article
This paper offers a very interesting mechanism for predicting query performance in an information retrieval system. Lang et al. use a statistical method called covering topic score; it is a quick, yet effective means of accomplishing t...
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Jun 15 2009
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