Aleksander Stojanowski - Publications - Bridge of Knowledge

Aleksander Stojanowski

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artificial neural network, gis, diagnosis, machine learning, expert system

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Year 2021

Development of a tropical disease diagnosis system using artificial neural network and GIS
Publication
- P. Cieszko
- M. Kulawiak
- N. Kulawiak
- K. Sikorska
- A. Stojanowski
- P. Goławski
- Year 2021
Expert systems for diagnosis of tropical diseases have been developed and implemented for over a decade with varying degrees of success. While the recent introduction of artificial neural networks has helped to improve the diagnosis accuracy of such systems, this aspect is still negatively affected by the number of supported diseases. A large number of supported diseases usually corresponds to a high number of overlapping symptoms,...

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