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JMLR
2012
11 years 11 months ago
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data
We propose a novel mixtures of Gaussian processes model in which the gating function is interconnected with a probabilistic logical model, in our case Markov logic networks. In th...
Martin Schiegg, Marion Neumann, Kristian Kersting
FLAIRS
2008
13 years 11 months ago
A New Approach to Model-Based Diagnosis Using Probabilistic Logic
We describe a new approach to model construction using transfer function diagrams that are consequently mapped into generalized loopy logic, a first-order, Turing-complete stochas...
Nikita A. Sakhanenko, Roshan Rammohan, George F. L...
SEMWEB
2009
Springer
14 years 3 months ago
Axiomatic First-Order Probability
Most languages for the Semantic Web have their logical basis in some fragment of first-order logic. Thus, integrating first-order logic with probability is fundamental for represen...
Kathryn B. Laskey
ICCAD
2008
IEEE
117views Hardware» more  ICCAD 2008»
14 years 3 months ago
A novel sequential circuit optimization with clock gating logic
— To save power consumption, it has been shown that the clock signal can be gated without changing the functionality under certain clock-gating conditions. We observe that the cl...
Yu-Min Kuo, Shih-Hung Weng, Shih-Chieh Chang
JFP
2008
67views more  JFP 2008»
13 years 8 months ago
Efficient execution in an automated reasoning environment
We describe a method that permits the user of a mechanized mathematical logic to write elegant logical definitions while allowing sound and efficient execution. In particular, the...
David A. Greve, Matt Kaufmann, Panagiotis Manolios...