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Lyu, Michael R.
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Efficient online learning for multitask feature selection
Yang H., Lyu M., King I. ACM Transactions on Knowledge Discovery from Data 7(2): 1-27, 2013. Type: Article
Web search algorithms such as multitask feature selection (MTFS) aim to efficiently learn explanatory features from multiple related user tasks simultaneously. The algorithms extract shared information from these tasks and determine th...
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Oct 2 2013
Improving recommender systems by incorporating social contextual information
Ma H., Zhou T., Lyu M., King I. ACM Transactions on Information Systems 29(2): 1-23, 2011. Type: Article
Though the role of recommender systems has expanded in recent years, the data sparsity and cold-start problems still require solid solutions. This paper highlights how we can use social resources to overcome these problems, thus improv...
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Jun 13 2011
Reliability assessment and sensitivity analysis of software reliability growth modeling based on software module structure
Lo J., Huang C., Chen I., Kuo S., Lyu M. Journal of Systems and Software 76(1): 3-13, 2005. Type: Article
The authors consider two main types of component-based systems. One type has, architecturally, little interaction between components. Thus, its reliability is some sort of mathematical expression of the total reliability. The other typ...
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Sep 7 2005
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