메뉴 건너뛰기




Volumn 32, Issue 1, 2007, Pages 47-55

Dempster-Shafer Theory in geographic information systems: A survey

Author keywords

Decision making within GIS; Dempster Shafer Theory; Fusion of information; Theory of evidence; Uncertainty in GIS

Indexed keywords

COMPUTATION THEORY; DATA MINING; DECISION MAKING; FUZZY SETS; INFORMATION ANALYSIS; MATHEMATICAL MODELS; PROBLEM SOLVING;

EID: 33748130327     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.11.011     Document Type: Article
Times cited : (74)

References (50)
  • 2
    • 0028395964 scopus 로고
    • Application of fuzzy expert systems in integrated oil exploration
    • Aminzadeh F. Application of fuzzy expert systems in integrated oil exploration. Computational Electrical Engineering 20 (1994) 89-97
    • (1994) Computational Electrical Engineering , vol.20 , pp. 89-97
    • Aminzadeh, F.1
  • 3
    • 33748203177 scopus 로고    scopus 로고
    • Aminzadeh, F. (2003). Challenging problems in the oil industry and applications of AI and soft computing. In Proceeding of the second workshop intelligent computing in the petroleum industry, Acapulco Mexico, August 9-15, pp. 7-11.
  • 5
    • 33748192697 scopus 로고    scopus 로고
    • An, P. (1992). Spatial reasoning techniques and integration of geophysical and geological information for resource exploration,. Ph.D. Thesis. Manitoba: The University of Manitoba.
  • 6
    • 0002322702 scopus 로고
    • Application of fuzzy set theory for the integration of geological, geophysical and remote sensing data
    • An P., Moon W.M., and Rencz A. Application of fuzzy set theory for the integration of geological, geophysical and remote sensing data. Canadian Journal of Exploration Geophysics 27 (1991) 1-11
    • (1991) Canadian Journal of Exploration Geophysics , vol.27 , pp. 1-11
    • An, P.1    Moon, W.M.2    Rencz, A.3
  • 7
    • 33646418813 scopus 로고    scopus 로고
    • Roles of Meta-Information in uncertainty management
    • Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds), Springer-Verlag
    • Beard K. Roles of Meta-Information in uncertainty management. In: Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds). Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (2001), Springer-Verlag 363-378
    • (2001) Spatial uncertainty in ecology: Implications for remote sensing and GIS applications , pp. 363-378
    • Beard, K.1
  • 9
    • 84890320101 scopus 로고    scopus 로고
    • Campos, C., Keller, G. R., Kreinovich, V., Longpre, L., Modave, F., Starks, S. A., & Torres, R. (2003). The use of fuzzy measures as a data fusion tool in geographic information systems: Case study. In 22nd international conference of the North American Fuzzy Information Processing Society, NAFIPS, July 24-26, 2003, pp. 365-370.
  • 10
    • 0027878572 scopus 로고
    • The representation of geoscience information for data integration
    • Chung C.F., and Fabbri A.G. The representation of geoscience information for data integration. Nonrenewable Resources 2 (1993) 122-139
    • (1993) Nonrenewable Resources , vol.2 , pp. 122-139
    • Chung, C.F.1    Fabbri, A.G.2
  • 11
    • 0012293817 scopus 로고
    • Combination rules of spatial geoscience data for mineral exploration
    • Chung C.F., and Moon W.M. Combination rules of spatial geoscience data for mineral exploration. Geoinformatics 2 (1991) 159-169
    • (1991) Geoinformatics , vol.2 , pp. 159-169
    • Chung, C.F.1    Moon, W.M.2
  • 12
    • 0002856856 scopus 로고
    • GIS and natural hazards: an overview from a GIS perspective
    • Netherlands. Carrara A., and Guzzetti F. (Eds), Kluwer Academic, Netherlands
    • Coppock J.T. GIS and natural hazards: an overview from a GIS perspective. Netherlands. In: Carrara A., and Guzzetti F. (Eds). Geographical information systems in assessing natural hazards Vol. 6 (1995), Kluwer Academic, Netherlands 21-34
    • (1995) Geographical information systems in assessing natural hazards , vol.6 , pp. 21-34
    • Coppock, J.T.1
  • 13
    • 1942501682 scopus 로고    scopus 로고
    • A comparison of Bayes', Dempster-Shafer and Endorsement theories for managing knowledge uncertainty in the context of land cover monitoring
    • Comber A.J., Lawb A.N.R., and Lishman J.R. A comparison of Bayes', Dempster-Shafer and Endorsement theories for managing knowledge uncertainty in the context of land cover monitoring. Computers, Environment and Urban Systems 28 4 (2004) 311-327
    • (2004) Computers, Environment and Urban Systems , vol.28 , Issue.4 , pp. 311-327
    • Comber, A.J.1    Lawb, A.N.R.2    Lishman, J.R.3
  • 17
    • 0030420202 scopus 로고    scopus 로고
    • Comparison of evidential reasoning and neural network approaches in a multi-source classification of Alpine Tundra Vegetation
    • Duguay C.R., and Peddle D.R. Comparison of evidential reasoning and neural network approaches in a multi-source classification of Alpine Tundra Vegetation. Canadian Journal of Remote Sensing 22 4 (1996) 313-320
    • (1996) Canadian Journal of Remote Sensing , vol.22 , Issue.4 , pp. 313-320
    • Duguay, C.R.1    Peddle, D.R.2
  • 19
    • 33748198865 scopus 로고    scopus 로고
    • Uncertainty management in GIS: Decision support tools for effective use of spatial data resources
    • Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds), Springer-Verlag
    • Eastman R. Uncertainty management in GIS: Decision support tools for effective use of spatial data resources. In: Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds). Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (2001), Springer-Verlag 379-390
    • (2001) Spatial uncertainty in ecology: Implications for remote sensing and GIS applications , pp. 379-390
    • Eastman, R.1
  • 20
    • 1942543351 scopus 로고    scopus 로고
    • Alternative set theories for uncertainty in spatial information
    • Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds), Springer-Verlag
    • Fisher P. Alternative set theories for uncertainty in spatial information. In: Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds). Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (2001), Springer-Verlag 351-362
    • (2001) Spatial uncertainty in ecology: Implications for remote sensing and GIS applications , pp. 351-362
    • Fisher, P.1
  • 21
    • 0037058334 scopus 로고    scopus 로고
    • Evidential reasoning with Landsat TM, DEM and GIS data for landcover classification in support of grizzly bear habitat mapping
    • Franklin S.E., Peddle D.R., Dechka J.A., and Stenhouse G.B. Evidential reasoning with Landsat TM, DEM and GIS data for landcover classification in support of grizzly bear habitat mapping. International Journal of Remote Sensing 23 21 (1996) 4633-4652
    • (1996) International Journal of Remote Sensing , vol.23 , Issue.21 , pp. 4633-4652
    • Franklin, S.E.1    Peddle, D.R.2    Dechka, J.A.3    Stenhouse, G.B.4
  • 22
    • 0242644459 scopus 로고    scopus 로고
    • An overview of uncertainty in optical remotely sensed data for ecological applications
    • Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds), Springer-Verlag
    • Friedl M.A., Mcgwire K.C., and Mciver D.K. An overview of uncertainty in optical remotely sensed data for ecological applications. In: Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds). Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (2001), Springer-Verlag 258-283
    • (2001) Spatial uncertainty in ecology: Implications for remote sensing and GIS applications , pp. 258-283
    • Friedl, M.A.1    Mcgwire, K.C.2    Mciver, D.K.3
  • 23
    • 0034280486 scopus 로고    scopus 로고
    • A framework for the modelling of uncertainty between remote sensing and geographic information systems
    • Gahegan M., and Ehlers M. A framework for the modelling of uncertainty between remote sensing and geographic information systems. ISPRS Journal of Photogrammetry & Remote Sensing 55 (2000) 176-188
    • (2000) ISPRS Journal of Photogrammetry & Remote Sensing , vol.55 , pp. 176-188
    • Gahegan, M.1    Ehlers, M.2
  • 25
    • 33748152507 scopus 로고    scopus 로고
    • Hahn, M., & Baltsavias, E. P. (1998). Cooperative algorithms and techniques of image analysis and GIS. Paper presented at the ISPRS Com. IV Symposium, Stuttgart, Germany, 7-10 September. In IAPRS, 32, Part 4, pp. 210-217.
  • 27
    • 33748133173 scopus 로고    scopus 로고
    • Höhle, U. (1982). Entropy with respect to plausibility measures. In: Proceedings of the 12th IEEE international symposium on multiple-valued logic, pp. 167-169.
  • 29
    • 0041653978 scopus 로고
    • Aspects of uncertainty in qualitative systems modeling
    • Fishwick P.A., and Luker P.A. (Eds), Springer-Verlag, New York
    • Klir G.J. Aspects of uncertainty in qualitative systems modeling. In: Fishwick P.A., and Luker P.A. (Eds). Qualitative simulation modeling and analysis (1991), Springer-Verlag, New York 24-50
    • (1991) Qualitative simulation modeling and analysis , pp. 24-50
    • Klir, G.J.1
  • 30
    • 33748160309 scopus 로고
    • From classical sets to fuzzy sets: A grand paradigm shift
    • Wang P.P. (Ed), Duke University, Durham
    • Klir G.J. From classical sets to fuzzy sets: A grand paradigm shift. In: Wang P.P. (Ed). Advances in fuzzy theory and technology (1995), Duke University, Durham 5-30
    • (1995) Advances in fuzzy theory and technology , pp. 5-30
    • Klir, G.J.1
  • 34
    • 0030157232 scopus 로고    scopus 로고
    • Evaluation of three supervised classifiers in mapping depth to late-summer frozen ground, central Yukon territory
    • Leverington D.W., and Claude Duguay R. Evaluation of three supervised classifiers in mapping depth to late-summer frozen ground, central Yukon territory. Canadian Journal of Remote Sensing 22 (1996) 163-174
    • (1996) Canadian Journal of Remote Sensing , vol.22 , pp. 163-174
    • Leverington, D.W.1    Claude Duguay, R.2
  • 35
    • 0031411944 scopus 로고    scopus 로고
    • The application of evidential belief function in the integration of regional geochemical and geological data over the Ife-Ilesha goldfield, Nigeria
    • Likkason O.K., Shemang E.M., and Suh C.E. The application of evidential belief function in the integration of regional geochemical and geological data over the Ife-Ilesha goldfield, Nigeria. Journal of African Science 25 3 (1997) 491-501
    • (1997) Journal of African Science , vol.25 , Issue.3 , pp. 491-501
    • Likkason, O.K.1    Shemang, E.M.2    Suh, C.E.3
  • 38
    • 0035335589 scopus 로고    scopus 로고
    • Mining and fusion of petroleum data with fuzzy logic and neural network agents
    • Nikravesh M., and Aminzadeh F. Mining and fusion of petroleum data with fuzzy logic and neural network agents. Journal of Petroleum Science and Engineering 29 3-4 (2001) 221-238
    • (2001) Journal of Petroleum Science and Engineering , vol.29 , Issue.3-4 , pp. 221-238
    • Nikravesh, M.1    Aminzadeh, F.2
  • 39
    • 0028572077 scopus 로고
    • Knowledge formulation for supervised evidential classification
    • Peddle D.R. Knowledge formulation for supervised evidential classification. Photogrammetric Engineering and Remote Sensing 61 4 (1995) 409-417
    • (1995) Photogrammetric Engineering and Remote Sensing , vol.61 , Issue.4 , pp. 409-417
    • Peddle, D.R.1
  • 40
    • 0029510709 scopus 로고
    • Mercury: An evidential reasoning image classifier
    • Peddle D.R. Mercury: An evidential reasoning image classifier. Computer & Geosciences 21 10 (1995) 1163-1176
    • (1995) Computer & Geosciences , vol.21 , Issue.10 , pp. 1163-1176
    • Peddle, D.R.1
  • 41
    • 0036467846 scopus 로고    scopus 로고
    • Optimisation of multisource data analysis: An example using evidential reasoning for GIS data classification
    • Peddle D.R., and Ferguson D.T. Optimisation of multisource data analysis: An example using evidential reasoning for GIS data classification. Computers & Geosciences 28 1 (2002) 45-52
    • (2002) Computers & Geosciences , vol.28 , Issue.1 , pp. 45-52
    • Peddle, D.R.1    Ferguson, D.T.2
  • 42
    • 0030289851 scopus 로고    scopus 로고
    • Bayesian and neural networks for geographic information processing
    • Stassopoulou A., Petrou M., and Kittler J. Bayesian and neural networks for geographic information processing. Pattern Recognition Letters 17 13 (1996) 1325-1330
    • (1996) Pattern Recognition Letters , vol.17 , Issue.13 , pp. 1325-1330
    • Stassopoulou, A.1    Petrou, M.2    Kittler, J.3
  • 45
    • 33646793636 scopus 로고    scopus 로고
    • Characterizing uncertainty in digital elevation models
    • Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds), Springer-Verlag
    • Shortridge A. Characterizing uncertainty in digital elevation models. In: Hunsaker C.T., Goodchild M.F., Friedl M.A., and Case T.J. (Eds). Spatial uncertainty in ecology: Implications for remote sensing and GIS applications (2001), Springer-Verlag 238-257
    • (2001) Spatial uncertainty in ecology: Implications for remote sensing and GIS applications , pp. 238-257
    • Shortridge, A.1
  • 46
    • 1442288220 scopus 로고    scopus 로고
    • The use of Dempster-Shafer model and GIS in integration of geoscientific data for porphyry copper potential mapping, north of Shahr-e-Babak, Iran
    • Tangestani M.H., and Moore F. The use of Dempster-Shafer model and GIS in integration of geoscientific data for porphyry copper potential mapping, north of Shahr-e-Babak, Iran. International Journal of Applied Earth Observation and Geoinformation 4 (2002) 65-74
    • (2002) International Journal of Applied Earth Observation and Geoinformation , vol.4 , pp. 65-74
    • Tangestani, M.H.1    Moore, F.2
  • 47
    • 0034653267 scopus 로고    scopus 로고
    • Decision support system for the sustainable forest management
    • Varma V.K., Ferguson I., and Wild I. Decision support system for the sustainable forest management. Forest Ecology and Management 128 1-2 (2000) 49-55
    • (2000) Forest Ecology and Management , vol.128 , Issue.1-2 , pp. 49-55
    • Varma, V.K.1    Ferguson, I.2    Wild, I.3
  • 48
    • 0020970445 scopus 로고
    • Entropy and specificity in a mathematical theory of evidence
    • Yager R.R. Entropy and specificity in a mathematical theory of evidence. International Journal of General Systems 9 4 (1983) 249-260
    • (1983) International Journal of General Systems , vol.9 , Issue.4 , pp. 249-260
    • Yager, R.R.1
  • 50
    • 0036227867 scopus 로고    scopus 로고
    • Examining GIS decision utility for natural hazard risk modelling
    • Zerger A. Examining GIS decision utility for natural hazard risk modelling. Environmental Modelling & Software 17 3 (2002) 287-294
    • (2002) Environmental Modelling & Software , vol.17 , Issue.3 , pp. 287-294
    • Zerger, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.