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ICANN
2007
Springer
16 years 17 days ago
Selection of Decision Stumps in Bagging Ensembles
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...
Gonzalo Martínez-Muñoz, Daniel Hern&...
IFIP
2007
Springer
16 years 17 days ago
Towards a Context Binding Transparency
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...
ILP
2007
Springer
16 years 17 days ago
Building Relational World Models for Reinforcement Learning
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...
SOCO
2007
Springer
16 years 16 days ago
Patterns of Component Evolution
Contemporary software systems are composed of many components, which, in general, undergo phased and incremental development. In order to facilitate the corresponding construction ...
Rajesh Vasa, Markus Lumpe, Jean-Guy Schneider
AINA
2006
IEEE
16 years 14 days ago
Home Appliance Translator for Remote Control of Conventional Home Appliance
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...
Hiroshi Kuriyama, Hiroshi Mineno, Tadanori Mizuno,...