Published:
May 2002
Proceedings:
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2002)
Volume
Issue:
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2002)
Track:
All Papers
Downloads:
Abstract:
This article introduces a framework for interchange of trained neural network models. An XML-based language (Neural Network Markup Language) for the neural network model description is offered. It allows to write down all components of neural network model, which are necessary for its reproduction. We propose to use XML notation for full description of neural models, including data dictionary, properties of training sample, preprocessing methods, details of network structure and parameters, method for network output interpretation.
FLAIRS
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS 2002)
ISBN 978-1-57735-141-2
Published by The AAAI Press, Menlo Park, California