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ECAI
2008
Springer
13 years 10 months ago
Using Decision Trees as the Answer Networks in Temporal Difference-Networks
Laura-Andreea Antanas, Kurt Driessens, Jan Ramon, ...
IDA
2010
Springer
13 years 10 months ago
Oracle Coached Decision Trees and Lists
This paper introduces a novel method for obtaining increased predictive performance from transparent models in situations where production input vectors are available when building...
Ulf Johansson, Cecilia Sönströd, Tuve L&...
AGI
2008
13 years 10 months ago
Using Decision Trees to Model an Emotional Attention Mechanism
: There are several approaches to emotions in AI, most of which are inspired by human emotional states and their arousal mechanisms. These approaches usually use high-level models ...
Saman Harati Zadeh, Saeed Bagheri Shouraki, Ramin ...
IFIP12
2008
13 years 10 months ago
A Study with Class Imbalance and Random Sampling for a Decision Tree Learning System
Sampling methods are a direct approach to tackle the problem of class imbalance. These methods sample a data set in order to alter the class distributions. Usually these methods ar...
Ronaldo C. Prati, Gustavo E. A. P. A. Batista, Mar...