메뉴 건너뛰기




Volumn 72, Issue 3, 2011, Pages 418-429

Using a neural network for mining interpretable relationships of West Nile risk factors

Author keywords

Neural network; Nonlinear; Risk factors; Urban morphology; USA; West Nile virus

Indexed keywords

INSECTICIDE;

EID: 79953003306     PISSN: 02779536     EISSN: 18735347     Source Type: Journal    
DOI: 10.1016/j.socscimed.2010.09.014     Document Type: Article
Times cited : (11)

References (53)
  • 3
    • 48749132010 scopus 로고    scopus 로고
    • The geosimulation of West Nile virus propagation: a multi-agent and climate sensitive tool for risk management in public health
    • Bouden M., Moulin B., Gosselin P.L. The geosimulation of West Nile virus propagation: a multi-agent and climate sensitive tool for risk management in public health. International Journal of Health Geographics 2008, 7(35).
    • (2008) International Journal of Health Geographics , vol.7 , Issue.35
    • Bouden, M.1    Moulin, B.2    Gosselin, P.L.3
  • 4
    • 54249106289 scopus 로고    scopus 로고
    • Ecological factors associated with west nile virus transmission, northeastern United States
    • Brown H.E., Childs J.E., Diuk-Wasser M.A., Fish D. Ecological factors associated with west nile virus transmission, northeastern United States. Emerging Infectious Diseases 2008, 14(10):1539-1545.
    • (2008) Emerging Infectious Diseases , vol.14 , Issue.10 , pp. 1539-1545
    • Brown, H.E.1    Childs, J.E.2    Diuk-Wasser, M.A.3    Fish, D.4
  • 7
    • 84866289874 scopus 로고    scopus 로고
    • CDC, MMWR Morb and Mortal Wkly Rep, Centers for Disease Control and Prevention
    • CDC Outbreak of west Nile like viral encephalitis - New York 1999, MMWR Morb and Mortal Wkly Rep, Centers for Disease Control and Prevention.
    • (1999) Outbreak of west Nile like viral encephalitis - New York
  • 10
  • 11
    • 33847097491 scopus 로고    scopus 로고
    • A bird's eye view: Using geographic analysis to evaluate the representativeness of corvid indicators for West Nile virus surveillance
    • David S., Mak S., MacDougall L., Fyfe M. A bird's eye view: Using geographic analysis to evaluate the representativeness of corvid indicators for West Nile virus surveillance. International Journal of Health Geographics 2007, 6(1).
    • (2007) International Journal of Health Geographics , vol.6 , Issue.1
    • David, S.1    Mak, S.2    MacDougall, L.3    Fyfe, M.4
  • 13
    • 44449136663 scopus 로고    scopus 로고
    • Landscape, demographic, entomological, and climatic associations with human disease incidence of West Nile virus in the state of Iowa, USA
    • DeGroote J.P., Sugumaran R., Brend S.M., Tucker B.J., Bartholomay L.C. Landscape, demographic, entomological, and climatic associations with human disease incidence of West Nile virus in the state of Iowa, USA. International Journal of Health Geographics 2008, 7(19).
    • (2008) International Journal of Health Geographics , vol.7 , Issue.19
    • DeGroote, J.P.1    Sugumaran, R.2    Brend, S.M.3    Tucker, B.J.4    Bartholomay, L.C.5
  • 14
    • 34547614121 scopus 로고    scopus 로고
    • Land cover variation and West Nile virus prevalence: patterns, processess, and implications for disease control
    • Ezenwa V., Milheim L., Coffey M., Godsey M., King R., Guptill S. Land cover variation and West Nile virus prevalence: patterns, processess, and implications for disease control. Vector Borne Zoonitc Diseases 2007, 7(2):173-180.
    • (2007) Vector Borne Zoonitc Diseases , vol.7 , Issue.2 , pp. 173-180
    • Ezenwa, V.1    Milheim, L.2    Coffey, M.3    Godsey, M.4    King, R.5    Guptill, S.6
  • 15
    • 84866306545 scopus 로고    scopus 로고
    • Florida Statutes. Florida.
    • Florida Statutes. (2002). Florida.
    • (2002)
  • 16
    • 77952012327 scopus 로고    scopus 로고
    • Use of genetic algorithm and neural network approaches for risk factor selection: a case study of West Nile virus dynamics in an urban environment
    • Ghosh D., Guha R. Use of genetic algorithm and neural network approaches for risk factor selection: a case study of West Nile virus dynamics in an urban environment. Computers, Environment and Urban Systems 2010, 10.1016/j.compenvurbsys.2010.02.007.
    • (2010) Computers, Environment and Urban Systems
    • Ghosh, D.1    Guha, R.2
  • 17
    • 77954303351 scopus 로고    scopus 로고
    • Delineating West Nile Virus transmission cycles at various scales: the nearest neighbor distance-time model
    • Ghosh D., Manson S.M., McMaster R.B. Delineating West Nile Virus transmission cycles at various scales: the nearest neighbor distance-time model. Cartography and Geographic Information Science Journal 2010, 37(1):149-163.
    • (2010) Cartography and Geographic Information Science Journal , vol.37 , Issue.1 , pp. 149-163
    • Ghosh, D.1    Manson, S.M.2    McMaster, R.B.3
  • 21
    • 20444409456 scopus 로고    scopus 로고
    • Interpreting computational neural network QSAR Models: A measure of descriptor importance
    • Guha R., Jurs P. Interpreting computational neural network QSAR Models: A measure of descriptor importance. Journal of Chemical Information and Modeling 2005, 45(3):800-806.
    • (2005) Journal of Chemical Information and Modeling , vol.45 , Issue.3 , pp. 800-806
    • Guha, R.1    Jurs, P.2
  • 22
    • 23844539732 scopus 로고    scopus 로고
    • Interpreting computational neural networks QSAR models: a detailed interpretation of the weights and biases
    • Guha R., Stanton D., Jurs P. Interpreting computational neural networks QSAR models: a detailed interpretation of the weights and biases. Journal of Chemical Information and Modeling 2005, 45(4):1109-1121.
    • (2005) Journal of Chemical Information and Modeling , vol.45 , Issue.4 , pp. 1109-1121
    • Guha, R.1    Stanton, D.2    Jurs, P.3
  • 23
    • 0035683706 scopus 로고    scopus 로고
    • West nile virus: Uganda, 1937, to New York city, 1999
    • Hayes C.G. West nile virus: Uganda, 1937, to New York city, 1999. Annals New York Academy of Sciences 2007, 25-37.
    • (2007) Annals New York Academy of Sciences , pp. 25-37
    • Hayes, C.G.1
  • 25
    • 0004063090 scopus 로고    scopus 로고
    • Pearson Education, Singapore
    • Haykin S. Neural networks 2001, Pearson Education, Singapore.
    • (2001) Neural networks
    • Haykin, S.1
  • 26
    • 33947133597 scopus 로고    scopus 로고
    • Transmission of West Nile virus through human breast milk seems to be rare
    • Hinckley A.F., O'Leary D.R., Hayes E.B. Transmission of West Nile virus through human breast milk seems to be rare. Pediatrics 2007, 119(3):E666-E671.
    • (2007) Pediatrics , vol.119 , Issue.3
    • Hinckley, A.F.1    O'Leary, D.R.2    Hayes, E.B.3
  • 28
    • 35148889738 scopus 로고    scopus 로고
    • Inter-annual associations between precipitation and human incidence of West Nile virus in the United States
    • Landesman W., Allan B., Langerhans R., Knight T., Chase J. Inter-annual associations between precipitation and human incidence of West Nile virus in the United States. Vector Borne Zoonitc Diseases 2007, 7(3):337-343.
    • (2007) Vector Borne Zoonitc Diseases , vol.7 , Issue.3 , pp. 337-343
    • Landesman, W.1    Allan, B.2    Langerhans, R.3    Knight, T.4    Chase, J.5
  • 29
    • 33847285864 scopus 로고    scopus 로고
    • Remote sensing based identification of environmental risk factors associated with West Nile disease in horses in Camargue, France
    • Leblond A., Sandoz A., Lefebvre G., Zeller H., Bicout D.J. Remote sensing based identification of environmental risk factors associated with West Nile disease in horses in Camargue, France. Preventive Veterinary Medicine 2007, 79(1):20-31.
    • (2007) Preventive Veterinary Medicine , vol.79 , Issue.1 , pp. 20-31
    • Leblond, A.1    Sandoz, A.2    Lefebvre, G.3    Zeller, H.4    Bicout, D.J.5
  • 30
    • 36649025429 scopus 로고    scopus 로고
    • Using geographic information systems and spatial and space-time scan statistics for a population-based risk analysis of the 2002 equine West Nile epidemic in six contiguous regions of Texas
    • Lian M., Warner R., Alexander J., Dixon K. Using geographic information systems and spatial and space-time scan statistics for a population-based risk analysis of the 2002 equine West Nile epidemic in six contiguous regions of Texas. International Journal of Health Geographics 2007, 6(1).
    • (2007) International Journal of Health Geographics , vol.6 , Issue.1
    • Lian, M.1    Warner, R.2    Alexander, J.3    Dixon, K.4
  • 32
    • 84866269262 scopus 로고    scopus 로고
    • Annual Report to the Technical Adviosry Board, Metropolitan Mosquito Control District, St. Paul, Minnesota, MMCD
    • MMCD 2004 Operational review & plans for 2005 2004, Annual Report to the Technical Adviosry Board, Metropolitan Mosquito Control District, St. Paul, Minnesota.
    • (2004) 2004 Operational review & plans for 2005
  • 35
    • 42449085438 scopus 로고    scopus 로고
    • Locating suitable habitats for West Nile virus-infected mosquitoes through association of environmental characteristics with infected mosquito locations: A case study in Shelby County, Tennessee
    • Ozdenerol E., Bialkowska-Jelinska E., Taff G.N. Locating suitable habitats for West Nile virus-infected mosquitoes through association of environmental characteristics with infected mosquito locations: A case study in Shelby County, Tennessee. International Journal of Health Geographics 2008, 7(12).
    • (2008) International Journal of Health Geographics , vol.7 , Issue.12
    • Ozdenerol, E.1    Bialkowska-Jelinska, E.2    Taff, G.N.3
  • 36
    • 42249110701 scopus 로고    scopus 로고
    • A neural network-based method for risk factor analysis of West Nile virus
    • Pan L.L., Qin L.X., Yang S.X., Shuai J.P. A neural network-based method for risk factor analysis of West Nile virus. Risk Analysis 2008, 28(2):487-496.
    • (2008) Risk Analysis , vol.28 , Issue.2 , pp. 487-496
    • Pan, L.L.1    Qin, L.X.2    Yang, S.X.3    Shuai, J.P.4
  • 38
    • 0033871108 scopus 로고    scopus 로고
    • Migratory birds and spread of West Nile Virus in the western hemisphere
    • Rappole J.H., Derrickson S.R., Hubalek Z. Migratory birds and spread of West Nile Virus in the western hemisphere. Emerging Infectious Disease 2000, 6(4):319-328.
    • (2000) Emerging Infectious Disease , vol.6 , Issue.4 , pp. 319-328
    • Rappole, J.H.1    Derrickson, S.R.2    Hubalek, Z.3
  • 39
    • 0034220130 scopus 로고    scopus 로고
    • Patterns of avian seroprevalence to Western Equine Encephalomyelitis and Saint Louis Encephalitis viruses in California, USA
    • Reisen W.K., Lundstorm J.O., Scott T.W., Eldridge B.F. Patterns of avian seroprevalence to Western Equine Encephalomyelitis and Saint Louis Encephalitis viruses in California, USA. Journal of Medical Entomolgy 2000, 37:507-527.
    • (2000) Journal of Medical Entomolgy , vol.37 , pp. 507-527
    • Reisen, W.K.1    Lundstorm, J.O.2    Scott, T.W.3    Eldridge, B.F.4
  • 41
    • 3042626942 scopus 로고    scopus 로고
    • Environmental and social determinants of human risk during a West Nile virus outbreak in the greater Chicago area, 2002
    • Ruiz M.O., Tedesco C., McTighe T.J., Austin C., Kitron U. Environmental and social determinants of human risk during a West Nile virus outbreak in the greater Chicago area, 2002. International Journal of Health Geographics 2004, 3:8.
    • (2004) International Journal of Health Geographics , vol.3 , pp. 8
    • Ruiz, M.O.1    Tedesco, C.2    McTighe, T.J.3    Austin, C.4    Kitron, U.5
  • 44
    • 33845251610 scopus 로고    scopus 로고
    • Oviposition activity patterns and West Nile virus infection rates for members of the Culex pipiens complex at different habitat types within the hybrid zone, Shelby County, TN, 2002 (Diptera: Culicidae)
    • Savage H.M., Anderson M., Gordon E., McMillen L., Colton L., Charnetzky D., et al. Oviposition activity patterns and West Nile virus infection rates for members of the Culex pipiens complex at different habitat types within the hybrid zone, Shelby County, TN, 2002 (Diptera: Culicidae). Journal of Medical Entomology 2006, 43(6):1227-1238.
    • (2006) Journal of Medical Entomology , vol.43 , Issue.6 , pp. 1227-1238
    • Savage, H.M.1    Anderson, M.2    Gordon, E.3    McMillen, L.4    Colton, L.5    Charnetzky, D.6
  • 45
    • 4644304567 scopus 로고    scopus 로고
    • Biological diversity verses risk for mosquito nuisance and disease transmission in constructed wetlands in southern Sweden
    • Schafer M.L., Lundstorm J.O., Pferrer M., Lundkvist E. Biological diversity verses risk for mosquito nuisance and disease transmission in constructed wetlands in southern Sweden. Medical Veterinanry and Entomology 2004, 18:256-267.
    • (2004) Medical Veterinanry and Entomology , vol.18 , pp. 256-267
    • Schafer, M.L.1    Lundstorm, J.O.2    Pferrer, M.3    Lundkvist, E.4
  • 46
    • 16844373141 scopus 로고    scopus 로고
    • Drought-induced amplification and epidemic transmission of West Nile virus in southern Florida
    • Shaman J., Day J.F., Stieglitz M. Drought-induced amplification and epidemic transmission of West Nile virus in southern Florida. Journal of Medical Entomology 2005, 42(2):134-141.
    • (2005) Journal of Medical Entomology , vol.42 , Issue.2 , pp. 134-141
    • Shaman, J.1    Day, J.F.2    Stieglitz, M.3
  • 48
    • 0037740016 scopus 로고    scopus 로고
    • Identifying West Nile virus risk areas: The dynamic continuous-area space-time system
    • Theophilides C.N., Ahearn S.C., Grady S., Merlino M. Identifying West Nile virus risk areas: The dynamic continuous-area space-time system. American Journal of Epidemiology 2003, 157(9):843-854.
    • (2003) American Journal of Epidemiology , vol.157 , Issue.9 , pp. 843-854
    • Theophilides, C.N.1    Ahearn, S.C.2    Grady, S.3    Merlino, M.4
  • 49
    • 33847016009 scopus 로고    scopus 로고
    • Seasonal variation in susceptibility to West Nile virus infection in Culex pipiens pipiens (L.) (Diptera: Culicidae) from San Joaquin county, California
    • Vaidyanathan R., Scott T.W. Seasonal variation in susceptibility to West Nile virus infection in Culex pipiens pipiens (L.) (Diptera: Culicidae) from San Joaquin county, California. Journal of Vector Ecology 2006, 31(2):423-425.
    • (2006) Journal of Vector Ecology , vol.31 , Issue.2 , pp. 423-425
    • Vaidyanathan, R.1    Scott, T.W.2
  • 50
    • 33749175613 scopus 로고    scopus 로고
    • Human West Nile virus neuroinvasive disease in Texas, 2003 epidemic: regional differences
    • Warner R.D., Kimbrough R.C., Pierce J.R., Ward T., Martinelli L.P. Human West Nile virus neuroinvasive disease in Texas, 2003 epidemic: regional differences. Annals of Epidemiology 2006, 16(10):749-755.
    • (2006) Annals of Epidemiology , vol.16 , Issue.10 , pp. 749-755
    • Warner, R.D.1    Kimbrough, R.C.2    Pierce, J.R.3    Ward, T.4    Martinelli, L.P.5
  • 51
    • 3042595323 scopus 로고    scopus 로고
    • Restoring nature, without mosquitoes?
    • Williot E. Restoring nature, without mosquitoes?. Restoring Ecology 2004, 12:147-153.
    • (2004) Restoring Ecology , vol.12 , pp. 147-153
    • Williot, E.1
  • 52
  • 53
    • 33750952731 scopus 로고    scopus 로고
    • Mosquito larval habitat mapping using remote sensing and GIS: implications of coalbed methane development and West Nile virus
    • Zou L., Miller S.N., Schmidtmann E.T. Mosquito larval habitat mapping using remote sensing and GIS: implications of coalbed methane development and West Nile virus. Journal of Medical Entomology 2006, 43(5):1034-1041.
    • (2006) Journal of Medical Entomology , vol.43 , Issue.5 , pp. 1034-1041
    • Zou, L.1    Miller, S.N.2    Schmidtmann, E.T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.