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ANFIS MODEL FOR LANDSLIDE RISK MANAGEMENT

Pleho, Assist.Prof. Jasna, Avdagic, Zikrija

First published: 2015https://doi.org/10.5593/sgem2015/b21/s8.058View metrics

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Title
ANFIS MODEL FOR LANDSLIDE RISK MANAGEMENT
Authors
Pleho, Assist.Prof. Jasna, Avdagic, Zikrija
Proceedings
SGEM International Multidisciplinary Scientific GeoConference EXPO Proceedings; 15th International Multidisciplinary Scientific GeoConference SGEM2015, INFORMATICS, GEOINFORMATICS AND REMOTE SENSING
Publisher
Stef92 Technology
Year
2015
Pages
471-478
ISSN
1314-2704
ISBN
978-619-7105-34-6
Language
en
Publication type
Conference Paper
References22

  1. http://eusoils.jrc.ec.europa.eu/library/themes/landslides/

  2. Biswajeet Pradhan, Ebru Sezer, Candan Gokceoglu, and Manfred F. Buchroithner , ANFIS modelling for the assessment of landslide susceptibility for Cameron Highland (Malaysia), Geoscience and remote Sensing, IEEE Transactions, Volume 48/Issue: 12, pp 4164-1477, 2010.

  3. Biswajet Pradhan, Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia. Advances in Space Research, Volume 45/Issue 10 , pp 1244–1256, 2010.

  4. Ebru Akcapinar Sezer, Biswajeet Pradhan , Candan Gokceoglu,. Manifestation of an adaptive neurofuzzy model on landslide susceptibility mapping: Klang valley, Malaysia. Expert Systems with Applications, Volume 38 /Issue7, pp 8208 –8219, 2011.

  5. Dieu Tien Bui, Biswajeet Pradhan, Owe Lofman, Inge Revhaug, Oystein B. Dick, Landslide susceptibility mapping at Hoa Binh province (Vietnam) using adaptive neuro-fuzzy inference system and GIS, Computers & Geosciences, Volume 45 , pp 199–211, 2011.

  6. Francisco Silva, M.ASCE; T. William Lambe, Hon. M. SCE, and W. Allen Marr, F.ASCE – Probability and Risk of Slope Failure, Journal of Geotechnical and Geoenvironmental Engineering, Volume 134/ Issue 12 , pp 1691-1699, 2008.

  7. Bui, D., Lofman, O., Revhaug, I., Dick, O., 2011. Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression. Natural Hazards, 1–32. DOI: 10.1007/s11069-011-9844-2.

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  8. Jasna Pleho, Zikrija Avdagić, “Fuzzy Model for Evaluation of City Plannig Quality in Development of Canton Sarajevo”, Master thesis, Sarajevo, 2008.

  9. Fernandes, F.A.N., Lona, L.M.F., 2005. Neural network applications in polymerization processes. Brazilian Journal of Chemical Engineering Geology 22, 401–418.

  10. Olivier Lateltin, Christoph Haemmig, Hugo Raetzo, Christophe Bonnard, Landslide risk management in Switzerland, Landslides, Volume 2/Issue4, pp 313- 320, 2005

  11. Cascini, L., et al. "Landslide hazard and risk zoning for urban planning and development." Landslide Risk Management. Taylor and Francis, London, 199-235, 2005. International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org

  12. http://eusoils.jrc.ec.europa.eu/library/themes/landslides/

  13. Biswajeet Pradhan, Ebru Sezer, Candan Gokceoglu, and Manfred F. Buchroithner , ANFIS modelling for the assessment of landslide susceptibility for Cameron Highland (Malaysia), Geoscience and remote Sensing, IEEE Transactions, Volume 48/Issue: 12, pp 4164-1477, 2010.

  14. Biswajet Pradhan, Remote sensing and GIS-based landslide hazard analysis and cross-validation using multivariate logistic regression model on three test areas in Malaysia. Advances in Space Research, Volume 45/Issue 10 , pp 1244–1256, 2010.

  15. Ebru Akcapinar Sezer, Biswajeet Pradhan , Candan Gokceoglu,. Manifestation of an adaptive neurofuzzy model on landslide susceptibility mapping: Klang valley, Malaysia. Expert Systems with Applications, Volume 38 /Issue7, pp 8208 –8219, 2011.

  16. Dieu Tien Bui, Biswajeet Pradhan, Owe Lofman, Inge Revhaug, Oystein B. Dick, Landslide susceptibility mapping at Hoa Binh province (Vietnam) using adaptive neuro-fuzzy inference system and GIS, Computers & Geosciences, Volume 45 , pp 199–211, 2011.

  17. Francisco Silva, M.ASCE; T. William Lambe, Hon. M. SCE, and W. Allen Marr, F.ASCE – Probability and Risk of Slope Failure, Journal of Geotechnical and Geoenvironmental Engineering, Volume 134/ Issue 12 , pp 1691-1699, 2008.

  18. Bui, D., Lofman, O., Revhaug, I., Dick, O., 2011. Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression. Natural Hazards, 1–32. DOI: 10.1007/s11069-011-9844-2.

    View DOICrossrefGoogle ScholarWeb of ScienceScopusOpenCitations

  19. Jasna Pleho, Zikrija Avdagić, “Fuzzy Model for Evaluation of City Plannig Quality in Development of Canton Sarajevo”, Master thesis, Sarajevo, 2008.

  20. Fernandes, F.A.N., Lona, L.M.F., 2005. Neural network applications in polymerization processes. Brazilian Journal of Chemical Engineering Geology 22, 401–418.

  21. Olivier Lateltin, Christoph Haemmig, Hugo Raetzo, Christophe Bonnard, Landslide risk management in Switzerland, Landslides, Volume 2/Issue4, pp 313- 320, 2005

  22. Cascini, L., et al. "Landslide hazard and risk zoning for urban planning and development." Landslide Risk Management. Taylor and Francis, London, 199-235, 2005. International Multidisciplinary Scientific GeoConfenferences SGEM 2015 www.sgem.org

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