When a test set size is larger than desired, some patterns must be dropped. This paper presents a systematic method to reduce test set size; the method reorders a test set using t...
This paper describes a study in the use of digital evolution to produce cooperative communication behavior in a population of digital organisms. The results demonstrate that digita...
David B. Knoester, Philip K. McKinley, Benjamin E....
We describe a number of strategies for a future service oriented market place. We describe the SLA’s role within the service framework, and how it enables customers to make value...
Paul McKee, Steve Taylor, Mike Surridge, Richard L...
Abstract. This paper introduces the notion of the variadic neural network (VNN). The inputs to a variadic network are an arbitrary-length list of n-tuples of real numbers, where n ...
Although semi-supervised learning has been an active area of research, its use in deployed applications is still relatively rare because the methods are often difficult to impleme...