Marylin L. Vaughn

Direct Explanations for the Development and Use of a Multi-layer Perceptron Network that Classifies Low-back-pain Patients

Marylin L. Vaughn, Steven J. Cavill, Stewart J. Taylor, 2001, Int. J. Neural Syst..

Direct Rule Extraction from a MLP Network that Performs Whole Life Assurance Risk Assessment

E. Ong, Marylin L. Vaughn, Steven J. Cavill, 1998, ICONIP.

Investigating the reliability of a low-back-pain MLP by using a full explanation facility

Marylin L. Vaughn, Michael A. Foy, Anthony J. B. Fogg, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

A Full Explanation Facility for a MLP Network that Classifies Low-Back-Pain Patients and for Predicting its Reliability

Marylin L. Vaughn, Steven J. Cavill, Stewart J. Taylor, 2001, HIS.

A full explanation facility for a MLP network that classifies low-back-pain patients

Marylin L. Vaughn, Steven J. Cavill, Michael A. Foy, 2001, The Seventh Australian and New Zealand Intelligent Information Systems Conference, 2001.

Using direct explanations to validate a multi-layer perceptron network that classifies low back pain patients

Marylin L. Vaughn, Steven J. Cavill, Michael A. Foy, 1999, ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378).

The Use of a Knowledge Discovery Method for the Development of a Multi-layer Perceptron Network that Classifies Low Back Pain Patients

Marylin L. Vaughn, Steven J. Cavill, Michael A. Foy, 2000, ANNIMAB.

A data visualisation method for investigating the reliability of a high-dimensional low-back-pain MLP network

Marylin L. Vaughn, Stewart J. Taylor, Michael A. Foy, 2002, ESANN.

Direct Explanations and Knowledge Extraction from a Multilayer Perceptron Network that Performs Low Back Pain Classification

Marylin L. Vaughn, Steven J. Cavill, Stewart J. Taylor, 1998, Hybrid Neural Systems.

Explaining how a multi-layer perceptron predicts helicopter airframe load spectra from continuously valued flight parameter data

Marylin L. Vaughn, J. G. Franks, 2003, Proceedings of the International Joint Conference on Neural Networks, 2003..

Interpretation and knowledge discovery from a multilayer perceptron network that performs whole life assurance risk assessment

E. Ong, Marylin L. Vaughn, Steven J. Cavill, 2005, Neural Computing & Applications.

Direct knowledge discovery and interpretation from a multilayer perception network which performs low-back-pain classification

Marylin L. Vaughn, Steven J. Cavill, Michael A. Foy, 1999, KDD 1999.

Interpretation and Knowledge Discovery from the MLP Network that Performs Low Back Pain Classification

Marylin L. Vaughn, Steven J. Cavill, Stewart J. Taylor, 1998, ICONIP.