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» Reasoning over Networks by Symbolic Methods
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IJCAI
2007
13 years 8 months ago
A Bayesian Computational Cognitive Model
Computational cognitive modeling has recently emerged as one of the hottest issues in the AI area. Both symbolic approaches and connectionist approaches present their merits and d...
Zhiwei Shi, Hong Hu, Zhongzhi Shi
BIRTHDAY
2006
Springer
13 years 11 months ago
Verification by Parallelization of Parametric Code
Abstract. Loops and other unbound control structures constitute a major bottleneck in formal software verification, because correctness proofs over such control structures generall...
Tobias Gedell, Reiner Hähnle
TAP
2008
Springer
93views Hardware» more  TAP 2008»
13 years 7 months ago
Pex-White Box Test Generation for .NET
Pex automatically produces a small test suite with high code coverage for a .NET program. To this end, Pex performs a systematic program analysis (using dynamic symbolic execution,...
Nikolai Tillmann, Jonathan de Halleux
PRL
2011
12 years 10 months ago
A Bayes-true data generator for evaluation of supervised and unsupervised learning methods
Benchmarking pattern recognition, machine learning and data mining methods commonly relies on real-world data sets. However, there are some disadvantages in using real-world data....
Janick V. Frasch, Aleksander Lodwich, Faisal Shafa...
ISQED
2006
IEEE
108views Hardware» more  ISQED 2006»
14 years 1 months ago
SMM: Scalable Analysis of Power Delivery Networks by Stochastic Moment Matching
This paper proposes a novel method for analyzing large onchip power delivery networks via a stochastic moment matching (SMM) method. The proposed method extends the existing direc...
Andrew B. Kahng, Bao Liu, Sheldon X.-D. Tan