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» On Computing Functions with Uncertainty
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AIPS
2006
15 years 8 months ago
Fast Probabilistic Planning through Weighted Model Counting
We present a new algorithm for probabilistic planning with no observability. Our algorithm, called Probabilistic-FF, extends the heuristic forward-search machinery of Conformant-F...
Carmel Domshlak, Jörg Hoffmann
IIS
2000
15 years 8 months ago
Optimization and Interpretation of Rule-based Classifiers
Machine learning methods are frequently used to create rule-based classifiers. For continuous features linguistic variables used in conditions of the rules are defined by membershi...
Wlodzislaw Duch, Norbert Jankowski, Krzysztof Grab...
AUTOMATICA
2008
79views more  AUTOMATICA 2008»
15 years 6 months ago
Robust filtering for uncertain linear discrete-time descriptor systems
This paper is concerned with the problem of robust filtering for uncertain linear discrete-time descriptor systems. The matrices of the system state-space model are uncertain, bel...
Carlos E. de Souza, Karina A. Barbosa, Minyue Fu
AUTOMATICA
2007
113views more  AUTOMATICA 2007»
15 years 6 months ago
Asymptotic rejection of unknown sinusoidal disturbances in nonlinear systems
This paper deals with global disturbance rejection of nonlinear systems. The disturbance is assumed to be sinusoidal with completely unknown phases, amplitude, and frequencies, bu...
Zhengtao Ding
ESWA
2006
99views more  ESWA 2006»
15 years 6 months ago
Assessing a knowledge-based approach to commercial loan underwriting
We discuss the challenges in developing decision support tools for commercial underwriting and describe how several different approaches to the underwriting problem have been addr...
Roger Kumra, Roger M. Stein, Ian Assersohn