Abstract
Neural networks, and related statistical pattern recognition techniques, appear to be well suited to the solution of a wide range of monitoring and diagnostic problems. In many applications, it is difficult or impossible to perform first-principles modelling of the system under consideration. If, however, sufficiently large quantities of labelled training data can be made available, then a statistical approach becomes feasible.
Original language | English |
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Title of host publication | Applications of Neural Networks |
Subtitle of host publication | Section B |
Editors | AlanF. Murray |
Publisher | Springer |
Pages | 133-155 |
Number of pages | 23 |
ISBN (Electronic) | 978-1-4757-2379-3 |
ISBN (Print) | 978-1-4419-5140-3 |
DOIs | |
Publication status | Published - 1995 |