메뉴 건너뛰기




Volumn 17, Issue 4, 2011, Pages 440-453

Forecasting hotspots - A predictive analytics approach

Author keywords

Predictive analytics; syndromic surveillance; visual analytics

Indexed keywords

CURRENT SYSTEM; DRILL-DOWN; EVENT LOCATION; HIGH INCIDENCE; HOTSPOTS; HYPOTHESIS TESTING; INTERACTIVE DISPLAY; INTERVENTION STRATEGY; KERNEL DENSITY ESTIMATION; LINKED VIEWS; PREDICTIVE ANALYTICS; SEASONAL TRENDS; SPACE AND TIME; SPATIAL DATA; SPATIO-TEMPORAL DATA; SPATIO-TEMPORAL EVENTS; STATISTICAL TOOLS; SYNDROMIC SURVEILLANCE; SYSTEM MODELS; TEMPORAL COHERENCE; TEMPORAL PREDICTION; VISUAL ANALYTICS; VISUAL DISPLAY;

EID: 79951944678     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2010.82     Document Type: Article
Times cited : (70)

References (47)
  • 4
    • 76849094654 scopus 로고    scopus 로고
    • Multidimensional visual analysis using cross- filtered views
    • Mar./Apr.
    • C. Weaver, "Multidimensional Visual Analysis Using Cross- Filtered Views," IEEE Trans. Visualization and Computer Graphics, vol. 16, pp. 192-204, Mar./Apr. 2010.
    • (2010) IEEE Trans. Visualization and Computer Graphics , vol.16 , pp. 192-204
    • Weaver, C.1
  • 7
    • 0000632615 scopus 로고
    • The surveillance of communicable diseases of national importance
    • A.D. Langmuir, "The Surveillance of Communicable Diseases of National Importance," New England J. Medicine, vol. 268, pp. 182- 192, 1963.
    • (1963) New England J. Medicine , vol.268 , pp. 182-192
    • Langmuir, A.D.1
  • 9
    • 34748881802 scopus 로고    scopus 로고
    • The indiana public health emergency surveillance system: Ongoing progress, early findings, and future directions
    • S.J. Grannis, M. Wade, J. Gibson, and J.M. Overhage, "The Indiana Public Health Emergency Surveillance System: Ongoing Progress, Early Findings, and Future Directions," Proc. Ann. Symp. Am. Medical Informatics Assoc., pp. 304-308, 2006.
    • (2006) Proc. Ann. Symp. Am. Medical Informatics Assoc. , pp. 304-308
    • Grannis, S.J.1    Wade, M.2    Gibson, J.3    Overhage, J.M.4
  • 12
    • 33749527341 scopus 로고    scopus 로고
    • A Visualization System for Space-Time and Multivariate Patterns (VIS-STAMP)
    • DOI 10.1109/TVCG.2006.84, 1703367
    • D. Guo, J. Chen, A.M. MacEachren, and K. Liao, "A Visualization System for Space-Time and Multivariate Patterns (Vis-Stamp)," IEEE Trans. Visualization and Computer Graphics, vol. 12, no. 6, pp. 1461-1474, Nov. 2006. (Pubitemid 44523090)
    • (2006) IEEE Transactions on Visualization and Computer Graphics , vol.12 , Issue.6 , pp. 1461-1474
    • Guo, D.1    Chen, J.2    MacEachren, A.M.3    Liao, K.4
  • 13
    • 4644334224 scopus 로고    scopus 로고
    • Analysis experiences using information visualization
    • Sept./Oct.
    • E. Hetzler and A. Turner, "Analysis Experiences Using Information Visualization," IEEE Computer Graphics and Applications, vol. 24, no. 5, pp. 22-26, Sept./Oct. 2004.
    • (2004) IEEE Computer Graphics and Applications , vol.24 , Issue.5 , pp. 22-26
    • Hetzler, E.1    Turner, A.2
  • 19
    • 0141722717 scopus 로고    scopus 로고
    • The Bioterrorism Preparedness and Response Early Aberration Reporting System (EARS)
    • L.C. Hutwagner, W.W. Thompson, and G.M. Seeman, "The BioterrorismPreparedness and Response Early Aberration Reporting System (EARS)," J. Urban Health, vol. 80, no. 2, pp. i89-i96, 2003. (Pubitemid 37490075)
    • (2003) Journal of Urban Health , vol.80 , Issue.2 SUPPL. 1
    • Hutwagner, L.1    Thompson, W.2    Seeman, G.M.3    Treadwell, T.4
  • 20
    • 0141499328 scopus 로고    scopus 로고
    • A systems overview of the Electronic Surveillance System for the Early Notification of Community Based Epidemics (ESSENCE II)
    • J.S. Lombardo, "A Systems Overview of the Electronic Surveillance System for the Early Notification of Community Based Epidemics (ESSENCE II)," J. Urban Health, vol. 80, pp. 32-42, 2003.
    • (2003) J. Urban Health , vol.80 , pp. 32-42
    • Lombardo, J.S.1
  • 21
    • 0032290541 scopus 로고    scopus 로고
    • Geographic visualization: Designing manipulable maps for exploring temporally varying georeferenced statistics
    • A.M. Mac Eachren, F.P. Boscoe, D. Haug, and L. Pickle, "Geographic Visualization: Designing Manipulable Maps for Exploring Temporally Varying Georeferenced Statistics," Proc. IEEE Symp. Information Visualization, p. 87, 1998.
    • (1998) Proc. IEEE Symp. Information Visualization , pp. 87
    • Mac Eachren, A.M.1    Boscoe, F.P.2    Haug, D.3    Pickle, L.4
  • 28
    • 0032688141 scopus 로고    scopus 로고
    • Efficient time series matching by wavelets
    • "Efficient Time Series Matching by Wavelets," Proc. 15th Int'l Conf. Data Eng. (ICDE '99), p. 126, 1999.
    • (1999) Proc. 15th Int'l Conf. Data Eng. (ICDE '99) , pp. 126
  • 31
    • 0141500268 scopus 로고    scopus 로고
    • Visualization of the spatial scan statistic using nested circles
    • DOI 10.1016/S1353-8292(02)00060-6
    • F.P. Boscoe, C. McLaughlin, M.J. Schymura, and C.L. Kielb, "Visualization of the Spatial Scan Statistic Using Nested Circles," Health & Place, vol. 9, pp. 273-277, 2003. (Pubitemid 37340044)
    • (2003) Health and Place , vol.9 , Issue.3 , pp. 273-277
    • Boscoe, F.P.1    McLaughlin, C.2    Schymura, M.J.3    Kielb, C.L.4
  • 32
    • 57649239241 scopus 로고    scopus 로고
    • Geovisual analytics to enhance spatial scan statistic interpretation: An analysis of U.S. cervical cancer mortality
    • J. Chen, R.E. Roth, A.T. Naito, E.J. Lengerich, and A.M. Mac Eachren, "Geovisual Analytics to Enhance Spatial Scan Statistic Interpretation: An Analysis of U.S. Cervical Cancer Mortality," Int'l J. Health Geographics, vol. 7, no. 57, 2008.
    • (2008) Int'l J. Health Geographics , vol.7 , Issue.57
    • Chen, J.1    Roth, R.E.2    Naito, A.T.3    Lengerich, E.J.4    Mac Eachren, A.M.5
  • 33
    • 0021355091 scopus 로고
    • Small area statistics: Large statistical problems
    • P. Diehr, "Small Area Statistics: Large Statistical Problems," Am. J. Public Health, vol. 74, pp. 313-314, 1984. (Pubitemid 14174994)
    • (1984) American Journal of Public Health , vol.74 , Issue.4 , pp. 313-314
    • Diehr, P.1
  • 34
    • 0019229693 scopus 로고
    • The use of chi-square maps in the analysis of census data
    • K. Jones and A. Kirby, "The Use of Chi-Square Maps in the Analysis of Census Data," Geoforum, vol. 11, pp. 409-417, 1980.
    • (1980) Geoforum , vol.11 , pp. 409-417
    • Jones, K.1    Kirby, A.2
  • 36
    • 4344595071 scopus 로고    scopus 로고
    • Point-Based probabilistic surfaces to show surface uncertainty
    • Sept.
    • G. Grigoryan and P. Rheingans, "Point-Based Probabilistic Surfaces to Show Surface Uncertainty," IEEE Trans. Visualization and Computer Graphics, vol. 10, no. 5, pp. 564-573, Sept. 2004.
    • (2004) IEEE Trans. Visualization and Computer Graphics , vol.10 , Issue.5 , pp. 564-573
    • Grigoryan, G.1    Rheingans, P.2
  • 38
    • 24944555816 scopus 로고    scopus 로고
    • Visualization of uncertainty using the HSI colour model: Computations with colours
    • T. Hengl, "Visualization of Uncertainty Using the HSI Colour Model: Computations with Colours," Proc. Seventh Int'l Conf. Geocomputation, 2003.
    • (2003) Proc. Seventh Int'l Conf. Geocomputation
    • Hengl, T.1
  • 41
    • 84947318637 scopus 로고
    • Locally-weighted regression: An approach to regression analysis by local fitting
    • W.S. Cleveland and S.J. Devlin, "Locally-Weighted Regression: An Approach to Regression Analysis by Local Fitting," J. Am. Statistical Assoc., vol. 83, pp. 596-610, 1988.
    • (1988) J. Am. Statistical Assoc. , vol.83 , pp. 596-610
    • Cleveland, W.S.1    Devlin, S.J.2
  • 44
    • 0029055093 scopus 로고
    • Spatial disease clusters: Detection and inference
    • M. Kulldorff and N. Nagarwalla, "Spatial Disease Clusters: Detection and Inference," Statistics in Medicine, vol. 14, pp. 799-810, 1995.
    • (1995) Statistics in Medicine , vol.14 , pp. 799-810
    • Kulldorff, M.1    Nagarwalla, N.2
  • 45
    • 0020102027 scopus 로고
    • Least squares quantization in PCM
    • Mar.
    • S.P. LLoyd, "Least Squares Quantization in PCM," IEEE Trans. Information Theory, vol. IT-28, no. 2, pp. 129-137, Mar. 1982.
    • (1982) IEEE Trans. Information Theory , vol.IT-28 , Issue.2 , pp. 129-137
    • Lloyd, S.P.1
  • 46
    • 0346208517 scopus 로고    scopus 로고
    • Using multivariate clustering to characterize ecoregion borders
    • W.W. Hargrove and F.M. Hoffman, "Using Multivariate Clustering to Characterize Ecoregion Borders," Computing in Science and Eng., vol. 1. pp. 18-25, 1999. (Pubitemid 129604435)
    • (1999) Computing in Science and Engineering , vol.1 , Issue.4 , pp. 18-25
    • Hargrove, W.W.1    Hoffman, F.M.2
  • 47
    • 12944284040 scopus 로고    scopus 로고
    • Potential of multivariate quantitative methods for delineation and visualization of ecoregions
    • DOI 10.1007/s00267-003-1084-0
    • W.W. Hargrove and F.M. Hoffman, "Potential of Multivariate Quantitative Methods for Delineation and Visualization of Ecoregions," Environmental Management, vol. 34, S39-S60, 2005 (Pubitemid 40762571)
    • (2005) Environmental Management , vol.34 , Issue.1 SUPPL.
    • Hargrove, W.W.1    Hoffman, F.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.