In this paper, we formulate the shape localization problem in the Bayesian framework. In the learning stage, we propose the Constrained RankBoost approach to model the likelihood ...
A query considered in isolation offers limited information about a searcher's intent. Query context that considers pre-query activity (e.g., previous queries and page visits)...
Previous work on using external aggregate rating information showed that this information can be incorporated in several different types of recommender systems and improves their...
: The traditional latent class analysis (LCA) uses a mixture model with binary responses on each subject that are independent conditional on cluster membership. However, in many pr...
As with many large organizations, the Government's data is split in many different ways and is collected at different times by different people. The resulting massive data he...