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» A Generalized Representer Theorem
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EUSFLAT
2007
147views Fuzzy Logic» more  EUSFLAT 2007»
15 years 6 months ago
Various Representations and Algebraic Structure of Linear Imprecision Indices
The paper is devoted to the investigation of imprecision indices, introduced in [7]. They are used for evaluation of uncertainty (or more exactly imprecision), which is contained ...
Alexander E. Lepskiy, Andrey G. Bronevich
WSC
2004
15 years 6 months ago
Knowledge Representation for Conceptual Simulation Modeling
Simulation is a powerful tool that helps decision makers in business and industry to solve difficult and complex problems, reduce cost, improve quality and productivity, and short...
Ming Zhou, Young Jun Son, Zhimin Chen
UAI
2003
15 years 6 months ago
Markov Random Walk Representations with Continuous Distributions
We propose a framework to extend Markov random walks (Szummer and Jaakkola, 2001) to a continuum of points. In this framework, the transition probability between two points is the...
Chen-Hsiang Yeang, Martin Szummer
JMLR
2006
103views more  JMLR 2006»
15 years 4 months ago
A Graphical Representation of Equivalence Classes of AMP Chain Graphs
This paper deals with chain graph models under alternative AMP interpretation. A new representative of an AMP Markov equivalence class, called the largest deflagged graph, is prop...
Alberto Roverato, Milan Studený
CORR
2002
Springer
87views Education» more  CORR 2002»
15 years 4 months ago
Ultimate approximations in nonmonotonic knowledge representation systems
We study xpoints of operators on lattices. To this end we introduce the notion of an approximation of an operator. We order approximations by means of a precision ordering. We sho...
Marc Denecker, V. Wiktor Marek, Miroslaw Truszczyn...