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JMLR
2010
125views more  JMLR 2010»
14 years 6 months ago
Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds
The presence of asymmetry in the misclassification costs or class prevalences is a common occurrence in the pattern classification domain. While much interest has been devoted to ...
Jacek P. Dmochowski, Paul Sajda, Lucas C. Parra
ATAL
2007
Springer
15 years 6 months ago
An adversarial environment model for bounded rational agents in zero-sum interactions
Multiagent environments are often not cooperative nor collaborative; in many cases, agents have conflicting interests, leading to adversarial interactions. This paper presents a ...
Inon Zuckerman, Sarit Kraus, Jeffrey S. Rosenschei...
CHARME
2003
Springer
97views Hardware» more  CHARME 2003»
15 years 5 months ago
Convergence Testing in Term-Level Bounded Model Checking
We consider the problem of bounded model checking of systems expressed in a decidable fragment of first-order logic. While model checking is not guaranteed to terminate for an ar...
Randal E. Bryant, Shuvendu K. Lahiri, Sanjit A. Se...
KBSE
2010
IEEE
14 years 10 months ago
A bounded statistical approach for model checking of unbounded until properties
We study the problem of statistical model checking of probabilistic systems for PCTL unbounded until property P1p(ϕ1 U ϕ2) (where 1 ∈ {<, ≤, >, ≥}) using the computa...
Ru He, Paul Jennings, Samik Basu, Arka P. Ghosh, H...
DAC
2006
ACM
16 years 24 days ago
Automatic invariant strengthening to prove properties in bounded model checking
In this paper, we present a method that helps improve the performance of Bounded Model Checking by automatically strengthening invariants so that the termination proof may be obta...
Mohammad Awedh, Fabio Somenzi