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Wang, Hao
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Towards Bayesian deep learning: a framework and some existing methods
Wang H., Yeung D. IEEE Transactions on Knowledge and Data Engineering 28(12): 3395-3408, 2016. Type: Article
Machine learning is successfully used in many computer applications today. This has spawned an abundance of research and publications on the topic. The main problem as I see it is the confusion machine learning terminology creates when...
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Feb 1 2017
Ontology-based deep learning for human behavior prediction in health social networks
Phan N., Dou D., Wang H., Kil D., Piniewski B. BCB 2015 (Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics, Atlanta, GA, Sep 9-12, 2015) 433-442, 2015. Type: Proceedings
Predictive behavior modeling is the use of mathematical and statistical techniques and/or data mining to predict future events or human behavior [1]. In [2], a set of new predictive modeling techniques is presented. These techniques ca...
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Apr 4 2016
Exploring smart grid and data center interactions for electric power load balancing
Wang H., Huang J., Lin X., Mohsenian-Rad H. ACM SIGMETRICS Performance Evaluation Review 41(3): 89-94, 2013. Type: Article
Cloud computing requires huge data centers that consume significant amounts of electric energy. Such a significant energy consumer may be a risk factor for the power company since it increases the peak load and overload can occur, harm...
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Dec 15 2014
Recommending Flickr groups with social topic model
Wang J., Zhao Z., Zhou J., Wang H., Cui B., Qi G. Information Retrieval 15(3-4): 278-295, 2012. Type: Article
Social networking is crucial for developing networks of common interest, but it is important to remember there may be costs involved. In this paper, the deployment of the Flickr application programming interface (API) is discussed. Wan...
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Oct 24 2012
Security metrics for software systems
Wang J., Wang H., Guo M., Xia M. ACM-SE 47 (Proceedings of the 47th Annual Southeast Regional Conference, Clemson, SC, Mar 19-21, 2009) 1-6, 2009. Type: Proceedings
Security is a very important software attribute. The ability to quantify software security will definitely help improve the quality and reliability of any type of software. Wang et al. attempt to provide a methodology to calculate soft...
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Oct 23 2009
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