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JMLR
2010
108views more  JMLR 2010»
13 years 4 months ago
Tree Decomposition for Large-Scale SVM Problems
To handle problems created by large data sets, we propose a method that uses a decision tree to decompose a given data space and train SVMs on the decomposed regions. Although the...
Fu Chang, Chien-Yang Guo, Xiao-Rong Lin, Chi-Jen L...
ICIC
2007
Springer
14 years 4 months ago
Rough Set Theory of Shape Perception
Humans can easily recognize complex objects even if values of their attributes are imprecise and often inconsistent. It is not clear how the brain processes uncertain visual inform...
Andrzej W. Przybyszewski
ISORC
2000
IEEE
14 years 2 months ago
Structural and Behavioral Decomposition in Object Oriented Models
The decomposition of large systems into parts is a general principle of software design. Even more, in the scope of distributed systems a partition of the whole system into distri...
Joachim Fischer, Eckhardt Holz, Birger Møll...
IPL
2002
118views more  IPL 2002»
13 years 9 months ago
Lower bounds for approximate polygon decomposition and minimum gap
We consider the problem of decomposing polygons (with holes) into various types of simpler polygons. We focus on the problem of partitioning a rectilinear polygon, with holes, int...
Joachim Gudmundsson, Thore Husfeldt, Christos Levc...
LPAR
2010
Springer
13 years 8 months ago
Polite Theories Revisited
The classic method of Nelson and Oppen for combining decision procedures requires the theories to be stably-infinite. Unfortunately, some important theories do not fall into this...
Dejan Jovanovic, Clark Barrett