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ICLP
1999
Springer
15 years 11 months ago
Computing Large and Small Stable Models
In this paper, we focus on the problem of existence of and computing small and large stable models. We show that for every xed integer k, there is a linear-time algorithm to decid...
Miroslaw Truszczynski
ERSHOV
2006
Springer
15 years 8 months ago
Well-Structured Model Checking of Multiagent Systems
Abstract. We address model checking problem for combination of Computation Tree Logic (CTL) and Propositional Logic of Knowledge (PLK) in finite systems with the perfect recall syn...
Nikolay V. Shilov, Natalya Olegovna Garanina
194
Voted
IADIS
2008
15 years 8 months ago
Towards A Model-Driven Engineering Approach of Data Mining
Nowadays, data mining is based on low-level speci cations of the employed techniques typically bounded to a speci c analysis platform. Therefore, data mining lacks a modelling arc...
Jesús Pardillo, José Jacobo Zubcoff,...
194
Voted
PKDD
2010
Springer
129views Data Mining» more  PKDD 2010»
15 years 5 months ago
Smarter Sampling in Model-Based Bayesian Reinforcement Learning
Abstract. Bayesian reinforcement learning (RL) is aimed at making more efficient use of data samples, but typically uses significantly more computation. For discrete Markov Decis...
Pablo Samuel Castro, Doina Precup
220
Voted
TSE
2011
214views more  TSE 2011»
15 years 1 months ago
A Comparative Study of Software Model Checkers as Unit Testing Tools: An Industrial Case Study
—Conventional testing methods often fail to detect hidden flaws in complex embedded software such as device drivers or file systems. This deficiency incurs significant developmen...
Moonzoo Kim, Yunho Kim, Hotae Kim