Minimum volume ellipsoid classification model for contamination event detection in water distribution systems

Adams, 2007, Real-time on-line monitoring of drinking water for waterborne pathogen contamination warning, Int. J. High Speed Electron. Syst., 17, 643, 10.1142/S0129156407004850 Altman, 1994, Diagnostic tests 1: sensitivity and specificity, BMJ, 308, 1552, 10.1136/bmj.308.6943.1552 Arad, 2013, A dynamic thresholds scheme for contaminant event detection in water distribution systems, Water Res., 47, 1899, 10.1016/j.watres.2013.01.017 Athanasiadis, 2007, Knowledge discovery for operational decision support in air quality management, J. Environ. Inform., 9, 100 Athanasiadis, 2010, Data mining methods for quality assurance in an environmental monitoring network, 451 CANARY, 2013 Carslaw, 2012, Openair – an R package for air quality data analysis, Environ. Model. Softw., 27–28, 52, 10.1016/j.envsoft.2011.09.008 Gibert, 2008, Chapter twelve data mining for environmental systems, Dev. Integr. Environ. Assess., 3, 205, 10.1016/S1574-101X(08)00612-1 Gibert, 2011, Outcomes from the iEMSs data mining in the environmental sciences workshop series, Environ. Model. Softw., 26, 983, 10.1016/j.envsoft.2011.01.009 Gross, 2010, Environmental chemistry through intelligent atmospheric data analysis, Environ. Model. Softw., 25, 760, 10.1016/j.envsoft.2009.12.001 Guepie, 2012, vol. 16, Part 1, 392 Hall, 2007, On-line water quality parameters as indicators of distribution system contamination, J. Am. Water Works Assoc., 99, 66, 10.1002/j.1551-8833.2007.tb07847.x Hart, 2010, Review of sensor placement strategies for contamination warning systems in drinking water distribution systems, J. Water Resour. Plan. Manag., 136, 611, 10.1061/(ASCE)WR.1943-5452.0000081 Hill, 2010, Anomaly detection in streaming environmental sensor data: a data-driven modeling approach, Environ. Model. Softw., 25, 1014, 10.1016/j.envsoft.2009.08.010 Hill, 2013, Automated Bayesian quality control of streaming rain gauge data, Environ. Model. Softw., 40, 289, 10.1016/j.envsoft.2012.10.006 Horsburgh, 2010, A sensor network for high frequency estimation of water quality constituent fluxes using surrogates, Environ. Model. Softw., 25, 1031, 10.1016/j.envsoft.2009.10.012 Khachiyan, 1996, Rounding of polytopes in the real number model of computation, Math. Operations Res., 21, 307, 10.1287/moor.21.2.307 Keeping, 2010 Klise, 2006, Multivariate application for detecting anomalous water quality, 1 McKenna, 2008, Detecting changes in water quality data, J. Am. Water Works Assoc., 100, 74, 10.1002/j.1551-8833.2008.tb08131.x Moshtagh, 2005 Murray, 2010 Nguyen, 2013, An intelligent pattern recognition model to automate the categorisation of residential water end-use events, Environ. Model. Softw., 47, 108, 10.1016/j.envsoft.2013.05.002 Oliker, 2013, Classification – optimization model for contamination event detection in water distribution systems, World Environ. Water Resour. Congr., 2013, 626 Oliker, 2014, A coupled classification-evolutionary optimization model for contamination event detection in water distribution systems, Water Res., 51, 234, 10.1016/j.watres.2013.10.060 Perelman, 2012, Event detection in water distribution systems from multivariate water quality time series, Environ. Sci. Technol., 46, 8212, 10.1021/es3014024 Perelman, 2013, Operation of remote mobile sensors for security of drinking water distribution systems, Water Res., 47, 4217, 10.1016/j.watres.2013.04.048 Pino-Mejıas, 2010, Predicting the potential habitat of oaks with data mining models and the R system, Environ. Model. Softw., 25, 826, 10.1016/j.envsoft.2010.01.004 Rousseeuw, 1985, Multivariate estimation with high breakdown point, Math. Stat. Appl., B, 283, 10.1007/978-94-009-5438-0_20 Rusen, 2013, Using online water quality data to detect events in a distribution system, J. Am. Water Works Assoc., 105, 22, 10.5942/jawwa.2013.105.0112 Szabo, 2008, Sensor response to contamination in Chloraminated drinking water, J. Am. Water Works Assoc., 100, 33, 10.1002/j.1551-8833.2008.tb09606.x Suresh, 2013, On event detection and localization in acyclic flow networks, IEEE Trans. Syst. Man. Cybern. Syst., 43, 708, 10.1109/TSMCA.2012.2210411 Todd, 2007, On Khachiyan's algorithm for the computation of minimum-volume enclosing ellipsoids, Discrete Appl. Math., 155, 1731, 10.1016/j.dam.2007.02.013 Uber, 2007 Wang, 2010, Identification of regional atmospheric PM10 transport pathways using HYSPLIT, MM5 CMAQ and synoptic pressure pattern analysis, Environ. Model. Softw., 25, 927, 10.1016/j.envsoft.2010.02.004