The problem of computing low rank approximations of matrices is considered. The novel aspect of our approach is that the low rank approximations are on a collection of matrices. W...
This paper addresses the problem of plan recognition for multiagent teams. Complex multi-agent tasks typically require dynamic teams where the team membership changes over time. T...
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
A new technique to locate content-representing words for a given document image using representation of character shapes is described. A character shape code representation define...
To have a robust and informative image content representation for image categorization, we often need to extract as many as possible visual features at various locations, scales a...