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ISCI
2008
124views more  ISCI 2008»
14 years 9 months ago
A weighted rough set based method developed for class imbalance learning
In this paper, we introduce weights into Pawlak rough set model to balance the class distribution of a data set and develop a weighted rough set based method to deal with the clas...
Jinfu Liu, Qinghua Hu, Daren Yu
FM
1997
Springer
258views Formal Methods» more  FM 1997»
15 years 1 months ago
Consistent Graphical Specification of Distributed Systems
: The widely accepted possible benefits of formal methods on the one hand and their minor use compared to informal or graphical description techniques on the other hand have repeat...
Franz Huber, Bernhard Schätz, Geralf Einert
CDC
2009
IEEE
147views Control Systems» more  CDC 2009»
15 years 2 months ago
A simulation-based method for aggregating Markov chains
— This paper addresses model reduction for a Markov chain on a large state space. A simulation-based framework is introduced to perform state aggregation of the Markov chain base...
Kun Deng, Prashant G. Mehta, Sean P. Meyn
FORMATS
2009
Springer
15 years 1 months ago
Safe Runtime Verification of Real-Time Properties
Abstract. Introducing a monitor on a system typically changes the system's behaviour by slowing the system down and increasing memory consumption. This may possibly result in ...
Christian Colombo, Gordon J. Pace, Gerardo Schneid...
WABI
2007
Springer
109views Bioinformatics» more  WABI 2007»
15 years 3 months ago
A Novel Method for Signal Transduction Network Inference from Indirect Experimental Evidence
In this paper we introduce a new method of combined synthesis and inference of biological signal transduction networks. A main idea of our method lies in representing observed cau...
Réka Albert, Bhaskar DasGupta, Riccardo Don...