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» Probability Logic and Logical Probability
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132
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NMR
2004
Springer
15 years 9 months ago
A resource bounded default logic
This paper presents statistical default logic, an expansion of classical (i.e., Reiter) default logic that allows us to model common inference patterns found in standard inferenti...
Gregory R. Wheeler
133
Voted
CORR
2011
Springer
151views Education» more  CORR 2011»
14 years 10 months ago
Temporal Probabilistic Logic Programs: State and Revision
There are numerous applications where we have to deal with temporal uncertainty associated with events. The Temporal Probabilistic (TP) Logic Programs should provide support for v...
Zoran Majkic
140
Voted
CL
2000
Springer
15 years 8 months ago
Logic, Knowledge Representation, and Bayesian Decision Theory
In this paper I give a brief overview of recent work on uncertainty inAI, and relate it to logical representations. Bayesian decision theory and logic are both normative frameworks...
David Poole
ECAI
1998
Springer
15 years 7 months ago
Causal Logic
This paper proposes a logic for causal based on event trees. Event trees provide a natural and familiar framework for probability and decision theory, but they lack the modularity...
Glenn Shafer
ICALP
2007
Springer
15 years 9 months ago
Modular Algorithms for Heterogeneous Modal Logics
Abstract. State-based systems and modal logics for reasoning about them often heterogeneously combine a number of features such as non-determinism and probabilities. Here, we show ...
Lutz Schröder, Dirk Pattinson