Grantee Research Project Results
Publications Details for Grant Number R829784
Using Neural Networks to Create New Indices and Classification Schemes
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Reference Type | Citation | Progress Report Year | Document Sources |
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Journal Article | Black LE, Brion GM, Freitas SJ. Multivariate logistic regression for predicting total culturable virus presence at the intake of a potable-water treatment plant: novel application of the atypical coliform/total coliform ratio. Applied and Environmental Microbiology 2007;73(12):3965-3974. |
R829784 (Final) |
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Journal Article | Booth J, Brion GM. The utility of the AC/TC ratio for watershed management: a case study. Water Science & Technology 2004;50(1):199-203. |
R829784 (2003) R829784 (Final) |
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Journal Article | Brion GM. The AC/TC bacterial ratio: a tool for watershed quality management. Journal of Water and Environment Technology 2005;3(2):271-277. |
R829784 (2003) R829784 (2004) R829784 (Final) |
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Journal Article | Brion G, Lingeriddy S, Neelakantan TR, Wang M, Girones R, Lees D, Allard A, Vantarakis A. Probing Norwalk-like virus presence in shellfish, using artificial neural networks. Water Science & Technology 2004;50(1):125-129. |
R829784 (2003) R829784 (Final) |
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Journal Article | Brion G, Viswanathan C, Neelakantan TR, Lingireddy S, Girones R, Lees D, Allard A, Vantarakis A. Artificial neural network prediction of viruses in shellfish. Applied and Environmental Microbiology 2005;71(9):5244-5253. |
R829784 (2003) R829784 (2004) R829784 (Final) |
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Journal Article | Chandramouli V, Brion G, Neelakantan TR, Lingireddy S. Backfilling missing microbial concentrations in a riverine database using artificial neural networks. Water Research 2007;41(1):217-227. |
R829784 (2003) R829784 (2004) R829784 (Final) |
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Journal Article | Chandramouli V, Lingireddy S, Brion GM. Robust training termination criterion for back-propagation ANNs applicable to small datasets. Journal of Computing in Civil Engineering 2007;21(1):39-46. |
R829784 (2004) R829784 (Final) |
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Journal Article | Chandramouli V, Neelakantan TR, Brion GM, Lingireddy S. Predicting enteric virus presence in surface waters using artificial neural network models. Environmental Engineering Science 2008;25(1):53-62. |
R829784 (Final) |
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Journal Article | Freitas SJ, Brion GM, Black L, Coakley T. Predictive input parameters for enteric virus presence at the inlet of a potable water supply. Water Science and Technology 2006;54(3):17-21. |
R829784 (2004) R829784 (Final) |
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Presentation | Black L, Brion G. Developing superior analytical methods for fecal sterols. Presented at the IWA 8th International Conference on Diffuse Pollution, Kyoto, Japan, October 2004. |
R829784 (2003) R829784 (2004) R829784 (Final) |
not available |
Presentation | Booth JA, Brion GM. The utility of a novel bacterial ratio for watershed management: a case study. Presented at the IWA Symposium on Health-Related Water Microbiology, Capetown, South Africa, September 2003. |
R829784 (2002) R829784 (2003) R829784 (Final) |
not available |
Presentation | Brion GM, Lingireddy S, Neelakantan TR, Wang M, Girones R, Lees D, Allard A, Vantarakis A. Probing Norwalk-like virus presence in shellfish with artificial neural networks. Poster presented at the IWA Symposium on Health-Related Water Microbiology, Capetown, South Africa, September 2003 (award-winning poster). |
R829784 (2002) R829784 (2003) R829784 (Final) |
not available |
Presentation | Brion GM. The AC/TC bacterial ratio: a tool for watershed quality management. Poster presented at the IWA 8th International Conference on Diffuse Pollution, Kyoto, Japan, October 2004 (award-winning poster). |
R829784 (2003) R829784 (2004) R829784 (Final) |
not available |
Presentation | Brion GM, Lingireddy S, Neelakantan TR. A neural network based classification scheme for sorting sources and ages of fecal contamination in water. Presented at the ASCE-EWRI 2005: Impacts of Global Climate Change Conference, Anchorage, AK, May 2005. |
R829784 (2004) R829784 (Final) |
not available |
Presentation | Brion GM. Application of the AC/TC bacterial ratio for watershed quality management of stormwater introduced pathogens. Presented at the ASCE-EWRI 2005: Impacts of Global Climate Change Conference, Anchorage, AK, May 2005. |
R829784 (2004) R829784 (Final) |
not available |
Presentation | Freitas SJ, Brion GM. Predictive input parameters for enteric virus presence at the inlet of a potable water supply. Poster presented at the KY-TN AWWA and WEA Annual Meeting, 2004 (award-winning poster). |
R829784 (2003) R829784 (Final) |
not available |
Presentation | Kowsuvon N, Brion G. Comparison of bacteriophage PRD1 and male-specific coliphage as signals for presence of human enteric viruses in water. Presented at the KY-TN AWWA and WEA Annual Meeting, 2004. |
R829784 (2003) R829784 (Final) |
not available |
Proceedings | Black L, Brion GM. Replacing microbial with chemical indicators for the prediction of enteric viruses in surface waters by multivariate logistic regression. In: Proceedings of the 13th International Water Association Symposium on Health-Related Water Microbiology, Swansea, UK, September 4-9, 2005. |
R829784 (2004) |
not available |
Proceedings | Black L, Brion GM. Replacing microbial with chemical indicators for the prediction of enteric viruses in surface waters by multivariate logistic regression. In: Rose J, Medema G, eds. Proceedings of the 13th Conference of the IWA Health-Related Water Microbiology Specialist Group, Swansea, Wales, UK, June 1, 2006. |
R829784 (Final) |
not available |
Proceedings | Freitas SJ, Brion GM. Predictive input parameters for enteric virus presence at the inlet of a potable water supply. In: Rose J, Medema G, eds. Proceedings of the 13th Conference of the IWA Health-Related Water Microbiology Specialist Group, Swansea, Wales, UK, June 1, 2006. |
R829784 (Final) |
not available |
Proceedings | Freitas S, Brion GM. Predictive input parameters for enteric virus presence at the inlet of a potable water supply. In: Proceedings of the 13th International Water Association Symposium on Health-Related Water Microbiology, Swansea, UK, September 4-9, 2005. |
R829784 (2004) |
not available |
The perspectives, information and conclusions conveyed in research project abstracts, progress reports, final reports, journal abstracts and journal publications convey the viewpoints of the principal investigator and may not represent the views and policies of ORD and EPA. Conclusions drawn by the principal investigators have not been reviewed by the Agency.