메뉴 건너뛰기




Volumn 74, Issue 2, 2012, Pages 337-360

Fast subset scan for spatial pattern detection

Author keywords

Algorithms; Disease surveillance; Event detection; Scan statistics; Spatial scan

Indexed keywords


EID: 84858298740     PISSN: 13697412     EISSN: 14679868     Source Type: Journal    
DOI: 10.1111/j.1467-9868.2011.01014.x     Document Type: Article
Times cited : (166)

References (31)
  • 2
    • 13844256837 scopus 로고    scopus 로고
    • Evaluation of syndromic surveillance systems: development of an epidemic simulation model
    • Buckeridge, D. L., Burkom, H. S., Moore, A. W., Pavlin, J. A., Cutchis, P. N. and Hogan, W. R. (2004) Evaluation of syndromic surveillance systems: development of an epidemic simulation model. Morb. Mort. Wkly Rep., 53, suppl., 137-143.
    • (2004) Morb. Mort. Wkly Rep. , vol.53 , Issue.SUPPL. , pp. 137-143
    • Buckeridge, D.L.1    Burkom, H.S.2    Moore, A.W.3    Pavlin, J.A.4    Cutchis, P.N.5    Hogan, W.R.6
  • 3
    • 0141611062 scopus 로고    scopus 로고
    • Biosurveillance applying scan statistics with multiple, disparate data sources
    • Burkom, H. S. (2003) Biosurveillance applying scan statistics with multiple, disparate data sources. J. Urb. Hlth, 80, suppl. 1, i57-i65.
    • (2003) J. Urb. Hlth , vol.80 , Issue.SUPPL. 1
    • Burkom, H.S.1
  • 4
    • 1142280371 scopus 로고    scopus 로고
    • A simulated annealing strategy for the detection of arbitrary shaped spatial clusters
    • Duczmal, L. and Assuncao, R. (2004) A simulated annealing strategy for the detection of arbitrary shaped spatial clusters. Computnl Statist. Data Anal., 45, 269-286.
    • (2004) Computnl Statist. Data Anal. , vol.45 , pp. 269-286
    • Duczmal, L.1    Assuncao, R.2
  • 6
    • 0029921796 scopus 로고    scopus 로고
    • Childhood leukemia in Sweden: using GIS and a spatial scan statistic for cluster detection
    • Hjalmars, U., Kulldorff, M., Gustafsson, G. and Nagarwalla, N. (1996) Childhood leukemia in Sweden: using GIS and a spatial scan statistic for cluster detection. Statist. Med., 15, 707-715.
    • (1996) Statist. Med. , vol.15 , pp. 707-715
    • Hjalmars, U.1    Kulldorff, M.2    Gustafsson, G.3    Nagarwalla, N.4
  • 7
    • 37349120066 scopus 로고    scopus 로고
    • The Bayesian aerosol release detector: an algorithm for detecting and characterizing outbreaks caused by atmospheric release of Bacillus anthracis
    • Hogan, W. R., Cooper, G. F., Wallstrom, G. L., Wagner, M. M. and Depinay, J. M. (2007) The Bayesian aerosol release detector: an algorithm for detecting and characterizing outbreaks caused by atmospheric release of Bacillus anthracis. Statist. Med., 26, 5225-5252.
    • (2007) Statist. Med. , vol.26 , pp. 5225-5252
    • Hogan, W.R.1    Cooper, G.F.2    Wallstrom, G.L.3    Wagner, M.M.4    Depinay, J.M.5
  • 8
    • 33845649194 scopus 로고    scopus 로고
    • A spatial scan statistic for survival data
    • Huang, L., Kulldorff, M. and Gregorio, D. (2007) A spatial scan statistic for survival data. Biometrics, 63, 109-118.
    • (2007) Biometrics , vol.63 , pp. 109-118
    • Huang, L.1    Kulldorff, M.2    Gregorio, D.3
  • 10
    • 0035649866 scopus 로고    scopus 로고
    • Prospective time periodic geographical disease surveillance using a scan statistic
    • Kulldorff, M. (2001) Prospective time periodic geographical disease surveillance using a scan statistic. J. R. Statist. Soc. A, 164, 61-72.
    • (2001) J. R. Statist. Soc. A , vol.164 , pp. 61-72
    • Kulldorff, M.1
  • 11
    • 0031665918 scopus 로고    scopus 로고
    • Evaluating cluster alarms: a space-time scan statistic and cluster alarms in Los Alamos
    • Kulldorff, M., Athas, W., Feuer, E., Miller, B and Key, C. (1998) Evaluating cluster alarms: a space-time scan statistic and cluster alarms in Los Alamos. Am. J. Publ. Hlth, 88, 1377-1380.
    • (1998) Am. J. Publ. Hlth , vol.88 , pp. 1377-1380
    • Kulldorff, M.1    Athas, W.2    Feuer, E.3    Miller, B.4    Key, C.5
  • 12
    • 0030609722 scopus 로고    scopus 로고
    • Breast cancer clusters in the northeast United States: a geographic analysis
    • Kulldorff, M., Feuer, E. J., Miller, B. A. and Freedman, L. S. (1997) Breast cancer clusters in the northeast United States: a geographic analysis. Am. J. Epidem., 146, 161-170.
    • (1997) Am. J. Epidem. , vol.146 , pp. 161-170
    • Kulldorff, M.1    Feuer, E.J.2    Miller, B.A.3    Freedman, L.S.4
  • 15
    • 0029055093 scopus 로고
    • Spatial disease clusters: detection and inference
    • Kulldorff, M. and Nagarwalla, N. (1995) Spatial disease clusters: detection and inference. Statist. Med., 14, 799-810.
    • (1995) Statist. Med. , vol.14 , pp. 799-810
    • Kulldorff, M.1    Nagarwalla, N.2
  • 17
    • 84858280021 scopus 로고    scopus 로고
    • Fast generalized subset scan for anomalous pattern detection
    • Carnegie Mellon University, Pittsburgh.
    • McFowland III, E., Speakman, S. and Neill, D. B. (2011) Fast generalized subset scan for anomalous pattern detection. Technical Report. Carnegie Mellon University, Pittsburgh.
    • (2011) Technical Report
    • McFowland III, E.1    Speakman, S.2    Neill, D.B.3
  • 19
    • 84858292129 scopus 로고    scopus 로고
    • PhD Thesis. School of Computer Science, Carnegie Mellon University, Pittsburgh.
    • Neill, D. B. (2006). PhD Thesis. School of Computer Science, Carnegie Mellon University, Pittsburgh.
    • (2006)
    • Neill, D.B.1
  • 20
    • 79851486158 scopus 로고    scopus 로고
    • Fast and flexible outbreak detection by linear-time subset scanning
    • Neill, D. B. (2008) Fast and flexible outbreak detection by linear-time subset scanning. Adv. Dis. Surveill., 5, 48.
    • (2008) Adv. Dis. Surveill. , vol.5 , pp. 48
    • Neill, D.B.1
  • 21
    • 67449167497 scopus 로고    scopus 로고
    • An empirical comparison of spatial scan statistics for outbreak detection
    • Neill, D. B. (2009) An empirical comparison of spatial scan statistics for outbreak detection. Int. J. Hlth Geograph., 8, 20.
    • (2009) Int. J. Hlth Geograph. , vol.8 , pp. 20
    • Neill, D.B.1
  • 22
    • 77953023188 scopus 로고    scopus 로고
    • A multivariate Bayesian scan statistic for early event detection and characterization
    • Neill, D. B. and Cooper, G. F. (2010) A multivariate Bayesian scan statistic for early event detection and characterization. Mach. Learn., 79, 261-282.
    • (2010) Mach. Learn. , vol.79 , pp. 261-282
    • Neill, D.B.1    Cooper, G.F.2
  • 23
    • 67449157613 scopus 로고    scopus 로고
    • A nonparametric scan statistic for multivariate disease surveillance
    • Neill, D. B. and Lingwall, J. (2007) A nonparametric scan statistic for multivariate disease surveillance. Adv. Dis. Surveill., 4, 106.
    • (2007) Adv. Dis. Surveill. , vol.4 , pp. 106
    • Neill, D.B.1    Lingwall, J.2
  • 24
    • 84858292130 scopus 로고    scopus 로고
    • Fast subset scan for multivariate event detection
    • Carnegie Mellon University, Pittsburgh.
    • Neill, D. B., McFowland III, E. and Zheng, H. (2010) Fast subset scan for multivariate event detection. Technical Report. Carnegie Mellon University, Pittsburgh.
    • (2010) Technical Report
    • Neill, D.B.1    McFowland III, E.2    Zheng, H.3
  • 27
    • 0000095809 scopus 로고
    • An analysis of the approximations for maximizing submodular set functions
    • Nemhauser, G., Wolsey, L. and Fisher, M. (1978) An analysis of the approximations for maximizing submodular set functions. Math. Program., 14, 265-294.
    • (1978) Math. Program. , vol.14 , pp. 265-294
    • Nemhauser, G.1    Wolsey, L.2    Fisher, M.3
  • 28
    • 3042824653 scopus 로고    scopus 로고
    • Upper level set scan statistic for detecting arbitrarily shaped hotspots
    • Patil, G. P. and Taillie, C. (2004) Upper level set scan statistic for detecting arbitrarily shaped hotspots. Environ. Ecol. Statist., 11, 183-197.
    • (2004) Environ. Ecol. Statist. , vol.11 , pp. 183-197
    • Patil, G.P.1    Taillie, C.2
  • 30
    • 24144490300 scopus 로고    scopus 로고
    • A flexibly shaped spatial scan statistic for detecting clusters
    • Tango, T. and Takahashi, K. (2005) A flexibly shaped spatial scan statistic for detecting clusters. Int. J. Hlth Geog., 4, 11.
    • (2005) Int. J. Hlth Geog. , vol.4 , pp. 11
    • Tango, T.1    Takahashi, K.2
  • 31
    • 25444452158 scopus 로고    scopus 로고
    • High-fidelity injection detectability experiments: a tool for evaluation of syndromic surveillance systems
    • Wallstrom, G. L., Wagner, M. M. and Hogan, W. R. (2005) High-fidelity injection detectability experiments: a tool for evaluation of syndromic surveillance systems. Morb. Mort. Wkly Rep., 54, suppl., 85-91.
    • (2005) Morb. Mort. Wkly Rep. , vol.54 , Issue.SUPPL. , pp. 85-91
    • Wallstrom, G.L.1    Wagner, M.M.2    Hogan, W.R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.