Outputs (14)

A comparison of the performance of radial basis function and multi-layer perceptron networks in condition monitoring and fault diagnosis applications (1999)
Presentation / Conference
Li, Y., Pont, M., & Jones, N. (1999, April). A comparison of the performance of radial basis function and multi-layer perceptron networks in condition monitoring and fault diagnosis applications. Presented at International Conference on Condition Monitoring, Swansea, UK

In this paper, we provide a detailed comparison of multi-layer Perceptron (MLP) and radial basis function (RBF) networks in embedded, microcontroller-based condition monitoring and fault diagnosis applications. On the basis of the studies presented h... Read More about A comparison of the performance of radial basis function and multi-layer perceptron networks in condition monitoring and fault diagnosis applications.

Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance (1999)
Presentation / Conference
Parikh, C., Pont, M., Li, Y., & Jones, N. (1999, April). Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance. Presented at International Conference on Condition Monitoring, Swansea, UK

This paper focuses on the development of neural-based condition-monitoring and fault-diagnosis (CMFD) systems. Specifically, we consider the impact of the limited availability of `faulty' training data in real CMFD applications. Where limited data ar... Read More about Neural networks for condition monitoring and fault diagnosis : The effect of training data on classifier performance.

The design of embedded systems using software patterns (1999)
Presentation / Conference
Pont, M., Parikh, C., Li, Y., & Wong, C. (1999, April). The design of embedded systems using software patterns. Presented at International Conference on Condition Monitoring, Swansea, UK

In this paper, some of the problems faced by software engineers involved in the development of embedded condition-monitoring systems are considered, and it is argued that the success of such projects may be enhanced through the use of appropriate,sof... Read More about The design of embedded systems using software patterns.

A selection of patterns for reliable embedded systems (1999)
Presentation / Conference
Pont, M., Ong, R., Parikh, C., Kureemun, R., & Li, Y. (1999, March). A selection of patterns for reliable embedded systems. Presented at Fourth European Conference on Pattern Languages of Programming and Computing (EuroPlop’99), Bad Irsee, Germany