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» A Bayesian Approach to Model Checking Biological Systems
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DATE
2010
IEEE
126views Hardware» more  DATE 2010»
15 years 7 months ago
Scenario-based analysis and synthesis of real-time systems using uppaal
Abstract. We propose an approach to scenario-based analysis and synthesis of real-time embedded systems. The inter-process behaviors of a system are modeled as a set of driving uni...
Kim Guldstrand Larsen, Shuhao Li, Brian Nielsen, S...
CORR
2012
Springer
210views Education» more  CORR 2012»
13 years 11 months ago
Fast MCMC sampling for Markov jump processes and continuous time Bayesian networks
Markov jump processes and continuous time Bayesian networks are important classes of continuous time dynamical systems. In this paper, we tackle the problem of inferring unobserve...
Vinayak Rao, Yee Whye Teh
127
Voted
FTCS
1993
87views more  FTCS 1993»
15 years 5 months ago
Disk Array Storage System Reliability
Fault tolerance requirements for near term disk array storage systems are analyzed. The excellent reliability provided by RAID Level 5 data organization is seen to be insu cient f...
Walter A. Burkhard, Jai Menon
146
Voted
CISIS
2009
IEEE
15 years 10 months ago
A Nonmonotonic Logical Approach for Modelling and Revising Metabolic Networks
—This paper describes a new logic-based approach for representing and reasoning about metabolic networks. First it shows how biological pathways can be elegantly represented in a...
Oliver Ray, Ken E. Whelan, Ross D. King
IJCAI
2003
15 years 5 months ago
Bayesian Information Extraction Network
Dynamic Bayesian networks (DBNs) offer an elegant way to integrate various aspects of language in one model. Many existing algorithms developed for learning and inference in DBNs ...
Leonid Peshkin, Avi Pfeffer