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ML
2008
ACM
15 years 6 months ago
Margin-based first-order rule learning
Abstract We present a new margin-based approach to first-order rule learning. The approach addresses many of the prominent challenges in first-order rule learning, such as the comp...
Ulrich Rückert, Stefan Kramer
MLDM
2008
Springer
15 years 6 months ago
Classification Based on Consistent Itemset Rules
Abstract. We propose an approach to build a classifier composing consistent (100% confident) rules. Recently, associative classifiers that utilize association rules have been widel...
Yohji Shidara, Mineichi Kudo, Atsuyoshi Nakamura
JUCS
2006
108views more  JUCS 2006»
15 years 6 months ago
Defining Atomic Composition in UML Behavioral Diagrams
Abstract: UML may be used to describe both the structure and behavior of objectoriented systems using a combination of notations. For the modeling of the dynamic behavior, a number...
Júlio Henrique Araújo Pereira Machad...
JUCS
2006
107views more  JUCS 2006»
15 years 6 months ago
Testing Membership in Formal Languages Implicitly Represented by Boolean Functions
Abstract: Combinatorial property testing, initiated formally by Goldreich, Goldwasser, and Ron in [Goldreich et al. (1998)] and inspired by Rubinfeld and Sudan in [Rubinfeld and Su...
Beate Bollig
JUCS
2006
131views more  JUCS 2006»
15 years 6 months ago
Verification of CRWL Programs with Rewriting Logic
Abstract: We present a novel approach to the verification of functional-logic programs. For our verification purposes, equational reasoning is not valid due to the presence of non-...
José Miguel Cleva, Isabel Pita
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