A False Positive Reduction System For Continuous Water Quality Monitoring

• Published in: 2021 IEEE International Conference on Smart Computing (SMARTCOMP) pp. 311 - 316
• Main Authors: Bria, A., Ferrigno, L., Gerevini, L., Marrocco, C., Molinara, M., Bruschi, P., Cicalini, M., Manfredini, G., Ria, A., Cerro, G., Simmarano, R., Teolis, G., Vitelli, M.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2021
• Subjects: Conferences; false positive reduction; machine learning; Real-time systems; Sensitivity and specificity; Training; Water monitoring; Water quality; water quality monitoring

Water monitoring systems continuously working ensure real-time pollutant detection capabilities according to their sensitivity and specificity. It is necessary to balance such features because, although being able to sense several substances is a desired feature, the reduction of false positives is...