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IDT
2010
124views more  IDT 2010»
13 years 8 months ago
Modelling decision making with probabilistic causation
Humans know how to reason based on cause and effect, but cause and effect is not enough to draw conclusions due to the problem of imperfect information and uncertainty. To resol...
Luís Moniz Pereira, Carroline Kencana Ramli
KIVS
2009
Springer
14 years 4 months ago
Providing Probabilistic Latency Bounds for Dynamic Publish/Subscribe Systems
In the context of large decentralized many-to-many communication systems it is impractical to provide realistic and hard bounds for certain QoS metrics including latency bounds. Ne...
M. Adnan Tariq, Boris Koldehofe, Gerald G. Koch, K...
SAT
2009
Springer
91views Hardware» more  SAT 2009»
14 years 4 months ago
VARSAT: Integrating Novel Probabilistic Inference Techniques with DPLL Search
Probabilistic inference techniques can be used to estimate variable bias, or the proportion of solutions to a given SAT problem that fix a variable positively or negatively. Metho...
Eric I. Hsu, Sheila A. McIlraith
ICRA
2005
IEEE
152views Robotics» more  ICRA 2005»
14 years 3 months ago
An Incremental Harmonic Function-based Probabilistic Roadmap Approach to Robot Path Planning
— A new hybrid motion planning technique based on Harmonic Functions (HF) and Probabilistic Roadmaps (PRM) is presented. The proposed approach consists of incrementally building ...
Moslem Kazemi, Mehran Mehrandezh, Kamal K. Gupta
SAC
2006
ACM
14 years 3 months ago
Interval-based robust statistical techniques for non-negative convex functions, with application to timing analysis of computer
: In chip design, one of the main objectives is to decrease its clock cycle; however, the existing approaches to timing analysis under uncertainty are based on fundamentally restri...
Michael Orshansky, Wei-Shen Wang, Martine Ceberio,...