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An imbalanced dataset is also an issue in other fields, e.g., medical diagnostic and credit card fraud detection problems (Verhein and Chawla2007). In such cases, the classification problem becomes very difficult since the main goal in imbalanced datasets is to predict the minority class (Huang...
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Leak detection and pipe replacement: It can be achieved through a combination of active leakage monitoring, control and speedy repairs, targeted pipe replacements, and pipeline rehabilitation measures (Water Services Association2019; Li et al.2016). Appropriate leakage management can help recover revenue...
Even incremental innovations such as real-time leak detection techniques and energy-recovery devices are only slowly being adopted, despite proven increased energy efficiency owing to lack of familiarity, tradition, and risk aversion. Kiparsky et al. argue that there is an innovation deficit in urban...
If your basement is prone to flooding or you notice condensation on the walls or windows, then consider basement waterproofing services that cost $3,000 to $7,000. Usually a combination approach of drains, sump pumps, and wall treatments are needed. Water Leak Detection System Water leak ...
To prevent a disastrous leak, many homeowners choose to install asmart leak detection devicein their water line. It can save an incredible amount of money – and frustration – in the long run. 3.Reuse Gray Water for Landscaping and Gardening. ...