Some Application Issues of Monotone Boolean Functions

Part of the Springer Optimization and Its Applications book series (SOIA, volume 43)


The property of monotonicity has many applications. Its attractive mathematical advantages in inferring a model of the system of interest with high accuracy make the search for this property in data and its consecutive algorithmic exploitation, to be of high potential in data mining and knowledge discovery applications. The following developments are based on the work described in [ Kovalerchuk, Vityaev, and Triantaphyllou, 1996] and [ Kovalerchuk, Triantaphyllou, and Vityaev, 1995].


Boolean Function Border Area Negative Class Positive Class Data Mining Model 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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Copyright information

© Springer Science+Business Media, LLC 2010

Authors and Affiliations

  1. 1.Department of Computer ScienceLouisiana State UniversityBaton RougeUSA

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