Water distribution systems event detection through classification and regression trees

Urban Water Management: Challenges and Oppurtunities - 11th International Conference on Computing and Control for the Water Industry, CCWI 2011

Volumn 3, Issue , 2011, Pages

  Arad, Jonathan ^a   Perelman, Lina ^a   Ostfeld, Avi ^a  

^a TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

Author keywords

Classification and regression trees; Event detection; Water quality data analysis

Indexed keywords

REGRESSION ANALYSIS; SYSTEMS ANALYSIS; WATER DISTRIBUTION SYSTEMS; WATER MANAGEMENT; WATER POLLUTION; WATER QUALITY;

CLASSIFICATION AND REGRESSION TREE; CLASSIFICATION TREES; CONFUSION MATRICES; CONTAMINATION EVENTS; EVENT DETECTION; WATER CONTAMINATION; WATER QUALITY DATA; WATER QUALITY PARAMETERS;

TREES (MATHEMATICS);

EID: 84866133866     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. D. B. Hart et al., CANARY user's manual version 4.3, EPA/600/R-08/040A, U.S. Environmental Protections Agency, Office of Research and Development, National Homeland Security Research Center, Cincinnati, OH, 2010.
2. R. Murray, T. Haxton, S. A. McKenna, D. B. Hart, K. A. Klise, M. Koch, E. D. Vugrin, S. Martin, M. Wilson, V. A. Cruze, & L. Cutler, "Water quality event detection systems for drinking water contamination warning systems: Development testing and application of CANARY", EPA/600/R-10/036, U.S. Environmental Protections Agency, Office of Research and Development, National Homeland Security Research Center, Cincinnati, OH, 2010.
3. S. A. McKenna, K. A. Klise & M. P. Wilson, "Testing water quality change detection algorithms", in Proc. 8th Annual Water Distribution Systems Analysis (AWDS) Symposium, Cincinnati, OH, ASCE 2006.
4. L. Breiman, et al., Classification and Regression Trees, Boca Raton, FL: CRC Press, 1984.
5. th Annual Water Distribution Systems Analysis (AWDS) Symposium, Cincinnati, OH, ASCE, 2006.