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JMLR
2008
120views more  JMLR 2008»
15 years 4 months ago
Causal Reasoning with Ancestral Graphs
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
Jiji Zhang
AI
2000
Springer
15 years 4 months ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...
IJCAI
1993
15 years 5 months ago
An Approach to Analyzing the Need for Meta-Level Communication
This paper presents an analysis of static and dynamic organizational structures for naturally distributed, homogeneous, cooperative problem solving environments, exemplified by di...
Keith Decker, Victor R. Lesser
AIME
2003
Springer
15 years 9 months ago
Attribute Interactions in Medical Data Analysis
There is much empirical evidence about the success of naive Bayesian classification (NBC) in medical applications of attribute-based machine learning. NBC assumes conditional inde...
Aleks Jakulin, Ivan Bratko, Dragica Smrke, Janez D...
153
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ISSS
2002
IEEE
124views Hardware» more  ISSS 2002»
15 years 9 months ago
Timing Analysis of Embedded Software for Speculative Processors
Static timing analysis of embedded software is important for systems with hard real-time constraints. To accurately estimate time bounds, it is essential to model the underlying m...
Abhik Roychoudhury, Xianfeng Li, Tulika Mitra