Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...
Abstract. Natural images consist of texture, structure and smooth regions and this makes the task of filtering challenging mainly when it aims at edge and texture preservation. In...
The idea of component based software systems has a long tradition in the field of software engineering. Component markets have been an integral part of this idea. However, such ma...
Abstract. The last decades have seen the emergence of the sea of objects paradigm for structuring complex distributed systems on workstations and local area networks. In this appro...
This paper provides three contributions to the study of functional integration of distributed enterprise systems. First, we describe the challenges associated with functionally in...
Krishnakumar Balasubramanian, Douglas C. Schmidt, ...