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KBS
2002
141views more  KBS 2002»
15 years 6 months ago
Using J-pruning to reduce overfitting in classification trees
The automatic induction of classification rules from examples in the form of a decision tree is an important technique used in data mining. One of the problems encountered is the o...
Max Bramer
AAAI
2008
15 years 9 months ago
Manipulating the Quota in Weighted Voting Games
Weighted voting games provide a popular model of decision making in multiagent systems. Such games are described by a set of players, a list of players' weights, and a quota;...
Michael Zuckerman, Piotr Faliszewski, Yoram Bachra...
ECAI
1998
Springer
15 years 11 months ago
Causal Logic
This paper proposes a logic for causal based on event trees. Event trees provide a natural and familiar framework for probability and decision theory, but they lack the modularity...
Glenn Shafer
AMR
2003
Springer
124views Multimedia» more  AMR 2003»
16 years 2 days ago
Adaptive Discovery of Indexing Rules for Video
This paper presents results, at an early stage of research work, of the use of fuzzy decision trees in a multimedia framework. We present the discovery of rules in three different ...
Marcin Detyniecki
IJAR
2010
189views more  IJAR 2010»
15 years 5 months ago
A fuzzy random forest
Following Breiman’s methodology, we propose a multi-classifier based on a “forest” of randomly generated fuzzy decision trees, i.e., a Fuzzy Random Forest. This approach co...
Piero P. Bonissone, José Manuel Cadenas, M....