Abstract. This article presents a comprehensive study of different ensemble pruning techniques applied to a bagging ensemble composed of decision stumps. Six different ensemble p...
Context-aware applications use context information, like location or identification of nearby objects of interest, to adapt their behavior to the current situation of the user. The...
Tom Broens, Dick A. C. Quartel, Marten van Sindere...
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
Contemporary software systems are composed of many components, which, in general, undergo phased and incremental development. In order to facilitate the corresponding construction ...
Abstract— We developed the HAT (Home Appliance Translator) and HAT-Sub to enable conventional appliances without telecommunication capabilities to connect to home networks. The d...