AI
2001
Springer
14 years 5 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
14 years 5 months ago
2001
Springer
AI
2001
Springer
14 years 5 months ago
2001
Springer
AI
2001
Springer
14 years 5 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
14 years 5 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
14 years 5 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...