메뉴 건너뛰기




Volumn 6, Issue , 2005, Pages 1961-1998

What's Strange About Recent Events (WSARE): An algorithm for the early detection of disease outbreaks

Author keywords

Anomaly detection; Applications; Bayesian networks; Biosurveillance; Syndromic surveillance

Indexed keywords

COMBINATORIAL MATHEMATICS; DISEASE CONTROL; HEALTH CARE; TIME SERIES ANALYSIS;

EID: 29144530575     PISSN: 15337928     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (49)

References (62)
  • 1
    • 29144497254 scopus 로고    scopus 로고
    • April
    • 45 CFR Parts 160 through 164, April 2003. Available at http://www.hhs.gov/ocr/combinedregtext.pdf.
    • (2003) 45 CFR Parts 160 Through 164
  • 3
    • 0002109327 scopus 로고    scopus 로고
    • Detecting change in categorical data: Mining contrast sets
    • Stephen D. Bay and Michael J. Pazzani. Detecting change in categorical data: Mining contrast sets. In Knowledge Discovery and Data Mining, pages 302-306, 1999.
    • (1999) Knowledge Discovery and Data Mining , pp. 302-306
    • Bay, S.D.1    Pazzani, M.J.2
  • 4
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Yoav Benjamini and Yosef Hochberg. Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B., 57:289-300, 1995.
    • (1995) Journal of the Royal Statistical Society, Series B , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 11
    • 0019470002 scopus 로고
    • An evaluation of influenza mortality surveillance, 1962-19791. Time series forecasts of expected pneumonia and influenza deaths
    • Keewhan Choi and Stephen B. Thacker. An evaluation of influenza mortality surveillance, 1962-19791. time series forecasts of expected pneumonia and influenza deaths. American Journal of Epidemiology, 113(3):215-226, 1981.
    • (1981) American Journal of Epidemiology , vol.113 , Issue.3 , pp. 215-226
    • Choi, K.1    Thacker, S.B.2
  • 15
    • 0002656796 scopus 로고    scopus 로고
    • Activity monitoring: Noticing interesting changes in behavior
    • Chaudhuri and Madigan, editors, San Diego, CA. URL citeseer.nj.nec.com/fawcett99activity.html
    • Tom Fawcett and Foster Provost. Activity monitoring: Noticing interesting changes in behavior. In Chaudhuri and Madigan, editors, Proceedings on the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 53-62, San Diego, CA, 1999. URL citeseer.nj.nec.com/fawcett99activity.html.
    • (1999) Proceedings on the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 53-62
    • Fawcett, T.1    Provost, F.2
  • 16
    • 33745793269 scopus 로고    scopus 로고
    • Using grocery sales data for the detection of bio-terrorist attacks
    • Submitted to
    • Anna Goldenberg, Galit Shmueli, and Rich Caruana. Using grocery sales data for the detection of bio-terrorist attacks. Submitted to Statistics in Medicine, 2003.
    • (2003) Statistics in Medicine
    • Goldenberg, A.1    Shmueli, G.2    Caruana, R.3
  • 17
    • 0037117586 scopus 로고    scopus 로고
    • Early statistical detection of anthrax outbreaks by tracking over-the-counter medication sales
    • April
    • Anna Goldenberg, Galit Shmueli, Richard A. Caruana, and Stephen E. Fienberg. Early statistical detection of anthrax outbreaks by tracking over-the-counter medication sales. Proceedings of the National Academy of Sciences, 99(8):5237-5240, April 2002. http://www.pnas.org/cgi/doi/10.1073/pnas.042117499.
    • (2002) Proceedings of the National Academy of Sciences , vol.99 , Issue.8 , pp. 5237-5240
    • Goldenberg, A.1    Shmueli, G.2    Caruana, R.A.3    Fienberg, S.E.4
  • 22
    • 0141722717 scopus 로고    scopus 로고
    • The bioterrorism preparedness and response early aberration reporting system (EARS)
    • Lori Hutwagner, William Thompson, G. Matthew Seeman, and Tracee Treadwell. The bioterrorism preparedness and response early aberration reporting system (EARS). Journal of Urban Health, 80(2):i89-i96, 2003.
    • (2003) Journal of Urban Health , vol.80 , Issue.2
    • Hutwagner, L.1    Thompson, W.2    Seeman, G.M.3    Treadwell, T.4
  • 26
    • 0001822539 scopus 로고    scopus 로고
    • Spatial scan statistics: Models, calculations, and applications
    • J. Glaz and N. Balakrishnan, editors. Birkhauser, Boston, MA
    • Martin Kulldorff. Spatial scan statistics: models, calculations, and applications. In J. Glaz and N. Balakrishnan, editors, Scan Statistics and Applications, pages 303-322. Birkhauser, Boston, MA, 1999.
    • (1999) Scan Statistics and Applications , pp. 303-322
    • Kulldorff, M.1
  • 27
    • 0035649866 scopus 로고    scopus 로고
    • Prospective time periodic geographical disease surveillance using a scan statistic
    • Martin Kulldorff. Prospective time periodic geographical disease surveillance using a scan statistic. Journal of the Royal Statistical Society, Series A, 164:61-72, 2001.
    • (2001) Journal of the Royal Statistical Society, Series A , vol.164 , pp. 61-72
    • Kulldorff, M.1
  • 28
    • 29144536897 scopus 로고    scopus 로고
    • An elliptic spatial scan statistic and its application to breast cancer mortality data in the northeastern united states
    • Martin Kulldorff, Lan Huang, and Linda Pickle. An elliptic spatial scan statistic and its application to breast cancer mortality data in the northeastern united states. In Proceedings of the National Syndromic Surveillance Conference, 2002.
    • (2002) Proceedings of the National Syndromic Surveillance Conference
    • Kulldorff, M.1    Huang, L.2    Pickle, L.3
  • 30
    • 0034455983 scopus 로고    scopus 로고
    • Adaptive intrusion detection: A data mining approach
    • . URL citeseer.ist.psu.edu/lee00adaptive.html
    • Wenke Lee, Salvatore J. Stolfo, and Kui W. Mok. Adaptive intrusion detection: A data mining approach. Artificial Intelligence Review, 14(6):533-567, 2000. URL citeseer.ist.psu.edu/lee00adaptive.html.
    • (2000) Artificial Intelligence Review , vol.14 , Issue.6 , pp. 533-567
    • Lee, W.1    Stolfo, S.J.2    Mok, K.W.3
  • 32
    • 0031069121 scopus 로고    scopus 로고
    • The racing algorithm: Model selection for lazy learners
    • Oded Maron and Andrew W. Moore. The racing algorithm: Model selection for lazy learners. Artificial Intelligence Review, 11(1-5):193-225, 1997.
    • (1997) Artificial Intelligence Review , vol.11 , Issue.1-5 , pp. 193-225
    • Maron, O.1    Moore, A.W.2
  • 33
    • 0036472459 scopus 로고    scopus 로고
    • Anomaly detection in embedded systems
    • ISSN 0018-9340
    • Roy A. Maxion and Kymie M.C. Tan. Anomaly detection in embedded systems. IEEE Trans. Comput., 51(2): 108-120, 2002. ISSN 0018-9340.
    • (2002) IEEE Trans. Comput. , vol.51 , Issue.2 , pp. 108-120
    • Maxion, R.A.1    Tan, K.M.C.2
  • 36
    • 0001828003 scopus 로고    scopus 로고
    • Cached sufficient statistics for efficient machine learning with large datasets
    • March
    • Andrew Moore and Mary Soon Lee. Cached sufficient statistics for efficient machine learning with large datasets. Journal of Artificial Intelligence Research, 8:67-91, March 1998.
    • (1998) Journal of Artificial Intelligence Research , vol.8 , pp. 67-91
    • Moore, A.1    Lee, M.S.2
  • 37
    • 1942452317 scopus 로고    scopus 로고
    • Optimal reinsertion: A new search operator for accelerated and more accurate Bayesian network structure learning
    • T. Fawcett and N. Mishra, editors, Menlo Park, CA, August. AAAI Press
    • Andrew Moore and Weng-Keen Wong. Optimal reinsertion: A new search operator for accelerated and more accurate Bayesian network structure learning. In T. Fawcett and N. Mishra, editors, Proceedings of the 20th International Conference on Machine Learning, pages 552-559, Menlo Park, CA, August 2003. AAAI Press.
    • (2003) Proceedings of the 20th International Conference on Machine Learning , pp. 552-559
    • Moore, A.1    Wong, W.-K.2
  • 38
    • 29144464873 scopus 로고    scopus 로고
    • Summary of biosurveillance-related technologies
    • Realtime Outbreak and Disease Surveillance Laboratory, University of Pittsburgh
    • Andrew W. Moore, Gregory F. Cooper, Rich Tsui, and Michael M. Wagner. Summary of biosurveillance-related technologies. Technical report, Realtime Outbreak and Disease Surveillance Laboratory, University of Pittsburgh, 2003. Available at http://www.autonlab.org/autonweb/showPaper.jsp?ID=moore-biosurv.
    • (2003) Technical Report
    • Moore, A.W.1    Cooper, G.F.2    Tsui, R.3    Wagner, M.M.4
  • 39
    • 0344120641 scopus 로고    scopus 로고
    • Syndromic surveillance: A local perspective
    • Farzad Mostashari and Jessica Hartman. Syndromic surveillance: a local perspective. Journal of Urban Health, 80(2):i1-i7, 2003.
    • (2003) Journal of Urban Health , vol.80 , Issue.2
    • Mostashari, F.1    Hartman, J.2
  • 40
    • 84898947558 scopus 로고    scopus 로고
    • A fast multi-resolution method for detection of significant spatial disease clusters
    • Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, editors. MIT Press, Cambridge, MA
    • Daniel B. Neill and Andrew W. Moore. A fast multi-resolution method for detection of significant spatial disease clusters. In Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, editors, Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, 2004.
    • (2004) Advances in Neural Information Processing Systems , vol.16
    • Neill, D.B.1    Moore, A.W.2
  • 41
    • 84898986661 scopus 로고    scopus 로고
    • Detecting significant multidimensional spatial clusters
    • Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors. MIT Press, Cambridge, MA
    • Daniel B. Neill, Andrew W. Moore, Francisco Pereira, and Tom Mitchell. Detecting significant multidimensional spatial clusters. In Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors, Advances in Neural Information Processing Systems 17. MIT Press, Cambridge, MA, 2005.
    • (2005) Advances in Neural Information Processing Systems , vol.17
    • Neill, D.B.1    Moore, A.W.2    Pereira, F.3    Mitchell, T.4
  • 42
    • 0002916530 scopus 로고
    • Continuous inspection schemes
    • E. S. Page. Continuous inspection schemes. Biometrika, 41(1):100-115, 1954.
    • (1954) Biometrika , vol.41 , Issue.1 , pp. 100-115
    • Page, E.S.1
  • 45
    • 2942729708 scopus 로고    scopus 로고
    • Time series modeling for syndromic surveillance
    • Ben Y. Reis and Kenneth D. Mandl. Time series modeling for syndromic surveillance. BMC Medical Informatics and Decision Making, 3(2), 2003. http://www.biomedcentral.com/1472-6947/3/2.
    • (2003) BMC Medical Informatics and Decision Making , vol.3 , Issue.2
    • Reis, B.Y.1    Mandl, K.D.2
  • 46
    • 84946637626 scopus 로고
    • Control chart tests based on geometric moving averages
    • S. W. Roberts. Control chart tests based on geometric moving averages. Technometrics, 1:239-250, 1959.
    • (1959) Technometrics , vol.1 , pp. 239-250
    • Roberts, S.W.1
  • 47
    • 0001138054 scopus 로고
    • Methods for current statistical analysis of excess pneumonia-influenza deaths
    • Robert E. Serfling. Methods for current statistical analysis of excess pneumonia-influenza deaths. Public Health Reports, 78:494-506, 1963.
    • (1963) Public Health Reports , vol.78 , pp. 494-506
    • Serfling, R.E.1
  • 49
    • 0141499331 scopus 로고    scopus 로고
    • Draft framework for evaluating syndromic surveillance systems
    • Daniel M. Sosin. Draft framework for evaluating syndromic surveillance systems. Journal of Urban Health, 80(2):i8-i13, 2003.
    • (2003) Journal of Urban Health , vol.80 , Issue.2
    • Sosin, D.M.1
  • 54
    • 0025895426 scopus 로고
    • A time series construction of an alert threshold with application to s. bovismorbificans in france
    • Laurence Watier, Sylvia Richardson, and Bruno Hubert. A time series construction of an alert threshold with application to s. bovismorbificans in france. Statistics in Medicine, 10:1493-1509, 1991.
    • (1991) Statistics in Medicine , vol.10 , pp. 1493-1509
    • Watier, L.1    Richardson, S.2    Hubert, B.3
  • 55
    • 0033573264 scopus 로고    scopus 로고
    • A monitoring system for detecting aberrations in public health surveillance reports
    • G. David Williamson and Ginner Weatherby Hudson. A monitoring system for detecting aberrations in public health surveillance reports. Statistics in Medicine, 18:3283-3298, 1999.
    • (1999) Statistics in Medicine , vol.18 , pp. 3283-3298
    • Williamson, G.D.1    Hudson, G.W.2
  • 56
    • 12244250550 scopus 로고    scopus 로고
    • PhD thesis, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania
    • Weng-Keen Wong. Data mining for early disease outbreak detection. PhD thesis, School of Computer Science, Carnegie Mellon University, Pittsburgh, Pennsylvania, 2004.
    • (2004) Data Mining for Early Disease Outbreak Detection
    • Wong, W.-K.1
  • 57
    • 1942484473 scopus 로고    scopus 로고
    • Bayesian network anomaly pattern detection for disease outbreaks
    • Tom Fawcett and Nina Mishra, editors, Menlo Park, California, August. AAAI Press
    • Weng-Keen Wong, Andrew Moore, Gregory Cooper, and Michael Wagner. Bayesian network anomaly pattern detection for disease outbreaks. In Tom Fawcett and Nina Mishra, editors, Proceedings of the Twentieth International Conference on Machine Learning, pages 808-815, Menlo Park, California, August 2003. AAAI Press.
    • (2003) Proceedings of the Twentieth International Conference on Machine Learning , pp. 808-815
    • Wong, W.-K.1    Moore, A.2    Cooper, G.3    Wagner, M.4
  • 60
    • 84898950747 scopus 로고    scopus 로고
    • A probabilistic model for online document clustering with application to novelty detection
    • Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors. MIT Press, Cambridge, MA
    • Jian Zhang, Zoubin Ghahramani, and Yiming Yang. A probabilistic model for online document clustering with application to novelty detection. In Lawrence K. Saul, Yair Weiss, and Léon Bottou, editors, Advances in Neural Information Processing Systems 17. MIT Press, Cambridge, MA, 2005.
    • (2005) Advances in Neural Information Processing Systems , vol.17
    • Zhang, J.1    Ghahramani, Z.2    Yang, Y.3
  • 61
    • 15944427330 scopus 로고    scopus 로고
    • Detection of outbreaks from time series data using wavelet transform
    • . Omni Press CS
    • Jun Zhang, Fu-Chiang Tsui, Michael M. Wagner, and William R. Hogan. Detection of outbreaks from time series data using wavelet transform. In Proc AMIA Fall Symp, pages 748-752. Omni Press CS, 2003.
    • (2003) Proc AMIA Fall Symp , pp. 748-752
    • Zhang, J.1    Tsui, F.-C.2    Wagner, M.M.3    Hogan, W.R.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.