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» Applications of Preferences using Answer Set Programming
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UM
2001
Springer
15 years 7 months ago
Utility-Based Decision Tree Optimization: A Framework for Adaptive Interviewing
Abstract: An emerging practice in e-commerce systems is to conduct interviews with buyers in order to identify their needs. The goal of such an interview is to determine sets of pr...
Markus Stolze, Michael Ströbel
PADL
2001
Springer
15 years 7 months ago
An A-Prolog Decision Support System for the Space Shuttle
The goal of this paper is to test if a programming methodology based on the declarative language A-Prolog and the systems for computing answer sets of such programs, can be succes...
Monica Nogueira, Marcello Balduccini, Michael Gelf...
AI
2011
Springer
14 years 9 months ago
Approximation of action theories and its application to conformant planning
This paper describes our methodology for building conformant planners, which is based on recent advances in the theory of action and change and answer set programming. The develop...
Phan Huy Tu, Tran Cao Son, Michael Gelfond, A. Ric...
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AMAI
2006
Springer
15 years 2 months ago
Strong order equivalence
Abstract. Recently, notions of equivalence for Answer Set Programming have been studied intensively and were shown to be beneficial for modular programming and automated optimizati...
Wolfgang Faber, Kathrin Konczak
IJON
2010
140views more  IJON 2010»
15 years 1 months ago
Multi-task preference learning with an application to hearing aid personalization
We present an EM-algorithm for the problem of learning preferences with Gaussian processes in the context of multi-task learning. We validate our approach on an audiological data ...
Adriana Birlutiu, Perry Groot, Tom Heskes