While learning ensembles have been widely used for various pattern recognition tasks, surprisingly, they have found limited application in problems related to medical image analysi...
Anant Madabhushi, Jianbo Shi, Michael D. Feldman, ...
One of the major costs of software development is associated with testing and validation of successive versions of software systems. An important problem encountered in testing and...
In this paper we embed evolutionary computation into statistical learning theory. First, we outline the connection between large margin optimization and statistical learning and s...
High performance general-purpose processors are increasingly being used for a variety of application domains scienti c, engineering, databases, and more recently, media processing...
Parthasarathy Ranganathan, Sarita V. Adve, Norman ...
Data--call records, internet packet headers, or other transaction records--are coming down a pipe at a ferocious rate, and we need to monitor statistics of the data. There is no r...