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» Decision Trees for Uncertain Data
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FBIT
2007
IEEE
15 years 11 months ago
Rough Set Based Information Retrieval from Argumentative Data Points in Weblogs
This paper describes a decision tree model and 3dimensional representation of information retrieved from various weblogs in relation to argumentative logics. The weblogs are consi...
Sea Woo Kim, Chin-Wan Chung
155
Voted
ECML
2003
Springer
15 years 10 months ago
Logistic Model Trees
Abstract. Tree induction methods and linear models are popular techniques for supervised learning tasks, both for the prediction of nominal classes and continuous numeric values. F...
Niels Landwehr, Mark Hall, Eibe Frank
ESOP
2000
Springer
15 years 8 months ago
Compile-Time Debugging of C Programs Working on Trees
We exhibit a technique for automatically verifying the safety of simple C programs working on tree-shaped data structures. We do not consider the complete behavior of programs, but...
Jacob Elgaard, Anders Møller, Michael I. Sc...
IJCAI
2007
15 years 6 months ago
Occam's Razor Just Got Sharper
Occam’s razor is the principle that, given two hypotheses consistent with the observed data, the simpler one should be preferred. Many machine learning algorithms follow this pr...
Saher Esmeir, Shaul Markovitch
129
Voted
ICLP
1992
Springer
15 years 8 months ago
Records for Logic Programming
CFT is a new constraint system providing records as logical data structure for constraint (logic) programming. It can be seen as a generalization of the rational tree system emplo...
Gert Smolka, Ralf Treinen