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Articles

A landslide expert system: image classification through integration of data mining approaches for multi-category analysis

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Pages 747-770 | Received 16 Feb 2011, Accepted 04 Aug 2011, Published online: 03 Jan 2012

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Sonia Akter & Syed Aaqib Javed. (2022) GIS-based assessment of landslide susceptibility and inventory mapping using different bivariate models. Geocarto International 37:26, pages 12913-12942.
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Dieu Tien Bui, Biswajeet Pradhan, Inge Revhaug, Duy Ba Nguyen, Ha Viet Pham & Quy Ngoc Bui. (2015) A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam). Geomatics, Natural Hazards and Risk 6:3, pages 243-271.
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Yi-Min Huang, Tsu-Chiang Lei, Bing-Jean Lee & Meng-Hsun Hsieh. 2020. Landslides - Investigation and Monitoring. Landslides - Investigation and Monitoring.
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Wan, Lei, Ma & Cheng. (2019) The Analysis on Similarity of Spectrum Analysis of Landslide and Bareland through Hyper-Spectrum Image Bands. Water 11:11, pages 2414.
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Seyed Amir Naghibi, Mojtaba Dolatkordestani, Ashkan Rezaei, Payam Amouzegari, Mostafa Taheri Heravi, Bahareh Kalantar & Biswajeet Pradhan. (2019) Application of rotation forest with decision trees as base classifier and a novel ensemble model in spatial modeling of groundwater potential. Environmental Monitoring and Assessment 191:4.
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Alam Sher Bacha, Muhammad Shafique & Harald van der Werff. (2018) Landslide inventory and susceptibility modelling using geospatial tools, in Hunza-Nagar valley, northern Pakistan. Journal of Mountain Science 15:6, pages 1354-1370.
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Gökhan Demir. (2018) Landslide susceptibility mapping by using statistical analysis in the North Anatolian Fault Zone (NAFZ) on the northern part of Suşehri Town, Turkey. Natural Hazards 92:1, pages 133-154.
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Wenyi Sun, Yuansheng Tian, Xingmin Mu, Jun Zhai, Peng Gao & Guangju Zhao. (2017) Loess Landslide Inventory Map Based on GF-1 Satellite Imagery. Remote Sensing 9:4, pages 314.
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Biswajeet Pradhan & Mustafa Neamah Jebur. 2017. Laser Scanning Applications in Landslide Assessment. Laser Scanning Applications in Landslide Assessment 151 165 .
Shih-Hsun Chang & Shiuan Wan. (2015) Discrete rough set analysis of two different soil-behavior-induced landslides in National Shei-Pa Park, Taiwan. Geoscience Frontiers 6:6, pages 807-816.
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Shiuan Wan, Jia Yi Yen, Cho Yi Lin & Tein Yin Chou. (2014) Construction of knowledge-based spatial decision support system for landslide mapping using fuzzy clustering and KPSO analysis. Arabian Journal of Geosciences 8:2, pages 1041-1055.
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Suzana Dragićević, Terence Lai & Shivanand Balram. (2015) GIS-based multicriteria evaluation with multiscale analysis to characterize urban landslide susceptibility in data-scarce environments. Habitat International 45, pages 114-125.
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Tsu-Chiang Lei, Yi-Min Huang, Bing-Jean Lee, Meng-Hsun Hsieh & Kuan-Ting Lin. (2014) Development of an empirical model for rainfall-induced hillside vulnerability assessment: a case study on Chen-Yu-Lan watershed, Nantou, Taiwan. Natural Hazards 74:2, pages 341-373.
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Shiuan Wan & Shih-Hsun Chang. (2014) Combined particle swarm optimization and linear discriminant analysis for landslide image classification: application to a case study in Taiwan. Environmental Earth Sciences 72:5, pages 1453-1464.
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Biswajeet Pradhan, Mohammed Hasan Abokharima, Mustafa Neamah Jebur & Mahyat Shafapour Tehrany. (2014) Land subsidence susceptibility mapping at Kinta Valley (Malaysia) using the evidential belief function model in GIS. Natural Hazards 73:2, pages 1019-1042.
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Zahrul Umar, Biswajeet Pradhan, Anuar Ahmad, Mustafa Neamah Jebur & Mahyat Shafapour Tehrany. (2014) Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia. CATENA 118, pages 124-135.
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Mahyat Shafapour Tehrany, Biswajeet Pradhan & Mustafa Neamah Jebur. (2014) Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS. Journal of Hydrology 512, pages 332-343.
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Shiuan Wan, Tsu Chiang Lei & Tein Yin Chou. (2013) Optimized object-based image classification: development of landslide knowledge decision support system. Arabian Journal of Geosciences 7:5, pages 2059-2070.
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Shiuan Wan. (2012) Entropy-based particle swarm optimization with clustering analysis on landslide susceptibility mapping. Environmental Earth Sciences 68:5, pages 1349-1366.
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Majid Mohammady, Hamid Reza Pourghasemi & Biswajeet Pradhan. (2012) Landslide susceptibility mapping at Golestan Province, Iran: A comparison between frequency ratio, Dempster–Shafer, and weights-of-evidence models. Journal of Asian Earth Sciences 61, pages 221-236.
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