… for contamination event detection using multiple water quality … of water quality parameters
or identify contaminants directly, … in a multivariate space defined by the water quality signal. An …

… Water distribution systems are vulnerable to hazards that … used to detect the occurrence of
a contamination event. Online … A data mining approach was developed that constructs a large …

… the probabilities of each possible leak location at each time step … of bacteria, and pollutant
contamination [1]. Besides that, … the model will create an irregular event in which it is difficult to …

… for reducing water loss in water distribution systems (WDSs) and realizing sustainable water
… leakage event may be identified by their (significant) deviations from their predicted values. …

… Assuming that contamination is a rare event (in space and … or data mining methods trained
over many contamination events … to know the most likely values of the contamination patterns \(…

… Data mining based search of contamination event source relies on a precompiled … data-driven
model greatly depends on the number of monitoring stations in the water supply network. …

… lead to contamination of the Dutch non-chlorinated drinking water, … The data set from 2013
contains a rapid crack propagation event … and data mining. AAAI Press, Portland, pp 226–231 …

… data on contaminant occurrence and regional distribution … knowledge to develop contaminant
screening spaces and risk … to identify and prioritize event drivers responsible for water …

… the characteristic flow and pollutant concentrations of CSO water. This … data treatment identified
112 data points (3.8% of the data) … The wet-weather condition is defined as an event with …

… network approach is particularly useful to determine the … and valid data points and selected
water quality parameters … machine learning algorithm for data mining processes. The missing …