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Data in large-scale genetic studies of complex human diseases, such as substance use disorders, are often incomplete. Despite great progress in genotype imputation, e.g., the IMPUTE2 method, considerably less progress has been made in inferring phenotypes. We designed a novel approach to integrate individuals' comorbid conditions with their genotype data to infer missing (unreported) diagnostic criteria...
Given a complex task requiring a specific set of skills, it is useful to form a team of experts who work in a collaborative manner against time and many different costs. Team formation in the setting of social networks is a fundamental problem in many database or web applications. For example, we need to find a suitable team to answer community-based questions and collaborative software development...
QoS value prediction of Web services is an important research issue for service recommendation, selection and composition. Collaborative Filtering (CF) is one of the most widely used methods which employs QoS values contributed by similar users to make predictions. Therefore, historical QoS values contributed by different users can have great impacts on prediction results. However, existing Web service...
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