As computer applications become larger with every new version, there is a growing need to provide some way for users to manage the interface complexity. There are three different ...
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
One useful feature that is missing from today’s database systems is an explain capability that enables users to seek clarifications on unexpected query results. There are two t...
Biological data, such as gene expression profiles or protein sequences, is often organized in a hierarchy of classes, where the instances assigned to "nearby" classes in...
As data centers become more and more central in Internet communications, both research and operations communities have begun to explore how to better design and manage them. In th...