Changes in the information age have induced necessity for a more efficient and effective self-decision-making requirement. A method of extracting constructing naval operations decision-making rules based on scenario analysis is proposed. The template specifications Event Condition Action (ECA) are defined, consistency detection ECA SWRL logical relationships state transitions operational proces...

The semantic of neural networks is not explicit and they are considered as black box systems. There are many researches investigating the area of rule extraction by neural networks. In this paper, the eclectic approach of rule extraction from a dynamic cell structure (DCS) neural network is investigated. To do this, a modified version of LERX algorithm is used for rule generation. Empirical res...

Cascade-Correlation and BpTower networks are trained on pattern classiication tasks. The digits of four-digit integer numbers are sparsley coded and neural networks are trained to recognise the digit patterns of numbers divisible by ve, four and three. The performance of the decompositional rule extraction technique LAP is compared with that of the pedagogical technique RuleVI when extracting r...