Techniques that emphasize software reuse and scalability are becoming more important than ever. In this paper we present a component-basedmodel for continuous-mediaapplications. C...
Abstract. We propose an approach for modeling the navigational behavior of Web users based on task-level patterns. The discovered “tasks” are characterized probabilistically as...
Developing and evolving complex Web-based systems with strict requirement for shorter time-to-market needs good and systematic engineering approaches and especially an elegant way...
We propose a technique for pattern classification in symbolic streams via selective erasure of observed symbols, in cases where the patterns of interest are represented as Probabil...
We propose a novel application of the Simultaneous Orthogonal Matching Pursuit (SOMP) procedure to perform variable selection in ultra-high dimensional multiple output regression ...