AI
2001
Springer
13 years 10 months ago
2001
Springer
This paper presents a new pruning method to determine a nearly optimum multi-layer neural network structure. The aim of the proposed method is to reduce the size of the network by ...
AI
2001
Springer
13 years 10 months ago
2001
Springer
AI
2001
Springer
13 years 10 months ago
2001
Springer
AI
2001
Springer
13 years 10 months ago
2001
Springer
The situation calculus is a logical formalism that has been extensively developed for planning. We apply the formalism in a complex multi-agent domain, modelled on the game of Clue...
AI
2001
Springer
13 years 10 months ago
2001
Springer
We present our experience in applying a rule induction technique to an extremely imbalanced pharmaceutical data set. We focus on using a variety of performance measures to evaluate...
AI
2001
Springer
13 years 10 months ago
2001
Springer
Abstract. This paper investigates the methods for learning predictive classifiers based on Bayesian belief networks (BN) – primarily unrestricted Bayesian networks and Bayesian m...