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 | Reference Title | Journal | Author | Citation | Progress Report Year | Document Sources |
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Journal Article | 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 | Black LE, Brion GM, Freitas SJ | 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 | The utility of the AC/TC ratio for watershed management: a case study. | WATER SCIENCE & TECHNOLOGY | Booth J, Brion GM | 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 | The AC/TC bacterial ratio: a tool for watershed quality management. | JOURNAL OF WATER AND ENVIRONMENT TECHNOLOGY | Brion GM | 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 | Probing Norwalk-like virus presence in shellfish, using artificial neural networks. | WATER SCIENCE & TECHNOLOGY | Brion G, Lingeriddy S, Neelakantan TR, Wang M, Girones R, Lees D, Allard A, Vantarakis A | 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 | Artificial neural network prediction of viruses in shellfish. | APPLIED AND ENVIRONMENTAL MICROBIOLOGY | Brion G, Viswanathan C, Neelakantan TR, Lingireddy S, Girones R, Lees D, Allard A, Vantarakis A | 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 | Backfilling missing microbial concentrations in a riverine database using artificial neural networks. | WATER RESEARCH | Chandramouli V, Brion G, Neelakantan TR, Lingireddy S | 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 | Robust training termination criterion for back-propagation ANNs applicable to small datasets. | JOURNAL OF COMPUTING IN CIVIL ENGINEERING | Chandramouli V, Lingireddy S, Brion GM | 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 | Predicting enteric virus presence in surface waters using artificial neural network models. | ENVIRONMENTAL ENGINEERING SCIENCE | Chandramouli V, Neelakantan TR, Brion GM, Lingireddy S | 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 | Predictive input parameters for enteric virus presence at the inlet of a potable water supply. | WATER SCIENCE AND TECHNOLOGY | Freitas SJ, Brion GM, Black L, Coakley T | 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 | Developing superior analytical methods for fecal sterols. | None | Black L, Brion G | 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 | The utility of a novel bacterial ratio for watershed management: a case study. | None | Booth JA, Brion GM | 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 | Probing Norwalk-like virus presence in shellfish with artificial neural networks. | None | Brion GM, Lingireddy S, Neelakantan TR, Wang M, Girones R, Lees D, Allard A, Vantarakis A | 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 | The AC/TC bacterial ratio: a tool for watershed quality management. | None | Brion GM | 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 | A neural network based classification scheme for sorting sources and ages of fecal contamination in water. | None | Brion GM, Lingireddy S, Neelakantan TR | 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 | Application of the AC/TC bacterial ratio for watershed quality management of stormwater introduced pathogens. | None | Brion GM | 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 | Predictive input parameters for enteric virus presence at the inlet of a potable water supply. | None | Freitas SJ, Brion GM | 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 | Comparison of bacteriophage PRD1 and male-specific coliphage as signals for presence of human enteric viruses in water. | None | Kowsuvon N, Brion G | 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 | Replacing microbial with chemical indicators for the prediction of enteric viruses in surface waters by multivariate logistic regression. | None | Black L, Brion GM | 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 | Replacing microbial with chemical indicators for the prediction of enteric viruses in surface waters by multivariate logistic regression. | None | Black L, Brion GM | 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 | Predictive input parameters for enteric virus presence at the inlet of a potable water supply. | None | Freitas SJ, Brion GM | 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 | Predictive input parameters for enteric virus presence at the inlet of a potable water supply. | None | Freitas S, Brion GM | 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.