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PKDD
2000
Springer
116views Data Mining» more  PKDD 2000»
13 years 8 months ago
Prior Knowledge in Economic Applications of Data Mining
A common form of prior knowledge in economic modelling concerns the monotonicity of relations between the dependent and explanatory variables. Monotonicity may also be an important...
A. J. Feelders
SIGKDD
2002
117views more  SIGKDD 2002»
13 years 4 months ago
Classification trees for problems with monotonicity constraints
Rob Potharst, A. J. Feelders
GRAMMARS
2000
89views more  GRAMMARS 2000»
13 years 4 months ago
Monotonic C-Command: A New Perspective on Tree Adjoining Grammar
In this paper we argue for a reconceptualization of the Tree Adjoining Grammar (TAG) formalism, in which the elementary structures are collections of c-command relations, and the ...
Robert Frank, Seth Kulick, K. Vijay-Shanker
ISCI
2008
137views more  ISCI 2008»
13 years 4 months ago
Stochastic dominance-based rough set model for ordinal classification
In order to discover interesting patterns and dependencies in data, an approach based on rough set theory can be used. In particular, Dominance-based Rough Set Approach (DRSA) has...
Wojciech Kotlowski, Krzysztof Dembczynski, Salvato...
ICMLA
2010
13 years 2 months ago
Classification Models with Global Constraints for Ordinal Data
Ordinal classification is a form of multi-class classification where there is an inherent ordering between the classes, but not a meaningful numeric difference between them. Althou...
Jaime S. Cardoso, Ricardo Sousa