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PKDD
2010
Springer
148views Data Mining» more  PKDD 2010»
13 years 7 months ago
Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models
Abstract. A new method is proposed for compiling causal independencies into Markov logic networks (MLNs). An MLN can be viewed as compactly representing a factorization of a joint ...
Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasa...
DLT
2009
13 years 6 months ago
Weighted versus Probabilistic Logics
While a mature theory around logics such as MSO, LTL, and CTL has been developed in the pure boolean setting of finite automata, weighted automata lack such a natural connection wi...
Benedikt Bollig, Paul Gastin
JCST
2010
153views more  JCST 2010»
13 years 3 months ago
Model Failure and Context Switching Using Logic-Based Stochastic Models
Abstract We define a notion of context that represents invariant, stable-over-time behavior in an environment and we propose an algorithm for detecting context changes in a stream ...
Nikita A. Sakhanenko, George F. Luger
ESOP
2003
Springer
14 years 1 months ago
Goal-Independent Suspension Analysis for Logic Programs with Dynamic Scheduling
Abstract. A goal-independent suspension analysis is presented that infers a class of goals for which a logic program with delays can be executed without suspension. The crucial poi...
Samir Genaim, Andy King
WCE
2007
13 years 9 months ago
Avoiding Hazards for Speed-Independent Logic Design
- In the speed-independent logic, the hazards caused by input inverters are identified. The known methods of the elimination of such hazards are based on avoiding input inverters. ...
Igor Lemberski