The use of a Machine Learning Toolbox on industrial applications

Author

Puzey, N.J. ; Parsons, T.J. ; Sims, P.F. ; Green, M. ; Brookes, T.

Author_Institution

British Aerospace, Bristol, UK

fYear

1993

fDate

8-11 Nov 1993

Firstpage

145

Lastpage

149

Abstract

The authors present a brief overview of the experiences of a typical industrial partner´s use of the Machine Learning Toolbox (MLT) as developed under the ESPRIT initiative. The use of the MLT within British Aerospace on applications based on design for assembly and data analysis as a pre-processor to using a neural network are described. These applications have led to a much greater appreciation of the potential to be gained from machine learning as one of a number of techniques to be considered as part of a problem solving process

Keywords

aerospace expert systems; aerospace industry; design for manufacture; intelligent design assistants; learning (artificial intelligence); problem solving; research initiatives; British Aerospace; ESPRIT initiative; MLT; Machine Learning Toolbox; data analysis; design for assembly; expert systems; industrial applications; neural network; problem solving process; Aerospace industry; Application software; Assembly; Data analysis; Expert systems; Knowledge acquisition; Logic; Machine learning; Neural networks; Problem-solving;

fLanguage

English

Publisher

ieee

Conference_Titel

Tools with Artificial Intelligence, 1993. TAI '93. Proceedings., Fifth International Conference on

Conference_Location

Boston, MA

ISSN

1063-6730

Print_ISBN

0-8186-4200-9

Type

conf

DOI

10.1109/TAI.1993.633950

Filename

633950