Showing results 14 to 31 of 31
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Issue Date | Title | Author(s) |
2018-08-01 | Land subsidence susceptibility mapping in South Korea using machine learning algorithms | Bui, DT; Shahabi, H; Shirzadi, A; Chapi, K; Pradhan, B; Chen, W; Khosravi, K; Panahi, M; Ahmad, BB; Saro, L |
2018-04-01 | Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China) | Hong, H; Liu, J; Bui, DT; Pradhan, B; Acharya, TD; Pham, BT; Zhu, AX; Chen, W; Ahmad, BB |
2020-03 | A methodological comparison of head-cut based gully erosion susceptibility models: Combined use of statistical and artificial intelligence | Arabameri, A; Cerda, A; Pradhan, B; Tiefenbacher, JP; Lombardo, L; Bui, DT |
2020-03-01 | Morphometric analysis for soil erosion susceptibility mapping using novel gis-based ensemble model | Arabameri, A; Tiefenbacher, JP; Blaschke, T; Pradhan, B; Bui, DT |
2019-06-01 | A novel ensemble artificial intelligence approach for gully erosion mapping in a semi-arid watershed (Iran) | Bui, DT; Shirzadi, A; Shahabi, H; Chapi, K; Omidavr, E; Pham, BT; Asl, DT; Khaledian, H; Pradhan, B; Panahi, M; Bin Ahmad, B; Rahmani, H; Gróf, G; Lee, S |
2020-10-02 | Novel ensemble of multivariate adaptive regression spline with spatial logistic regression and boosted regression tree for gully erosion susceptibility | Roy, P; Pal, SC; Arabameri, A; Chakrabortty, R; Pradhan, B; Chowdhuri, I; Lee, S; Bui, DT |
2018-11-05 | Novel GIS based machine learning algorithms for shallow landslide susceptibility mapping | Shirzadi, A; Soliamani, K; Habibnejhad, M; Kavian, A; Chapi, K; Shahabi, H; Chen, W; Khosravi, K; Pham, BT; Pradhan, B; Ahmad, A; Bin Ahmad, B; Bui, DT |
2017-01-01 | A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China) | Hong, H; Liu, J; Zhu, AX; Shahabi, H; Pham, BT; Chen, W; Pradhan, B; Bui, DT |
2018-11-01 | A novel hybrid swarm optimized multilayer neural network for spatial prediction of flash floods in tropical areas using sentinel-1 SAR imagery and geospatial data | Ngo, PTT; Hoang, ND; Pradhan, B; Nguyen, QK; Tran, XT; Nguyen, QM; Nguyen, VN; Samui, P; Bui, DT |
2020-09-01 | Novel machine learning approaches for modelling the gully erosion susceptibility | Arabameri, A; Nalivan, OA; Pal, SC; Chakrabortty, R; Saha, A; Lee, S; Pradhan, B; Bui, DT |
2019-08-17 | A Novel Swarm Intelligence-Harris Hawks Optimization for Spatial Assessment of Landslide Susceptibility | Bui, DT; Moayedi, H; Kalantar, B; Osouli, A; Pradhan, B; Nguyen, H; Rashid, ASA |
2019-11-01 | Proposing a novel predictive technique for gully erosion susceptibility mapping in arid and semi-arid regions (Iran) | Arabameri, A; Cerda, A; Rodrigo-Comino, J; Pradhan, B; Sohrabi, M; Blaschke, T; Bui, DT |
2019-04-01 | Shallow landslide prediction using a novel hybrid functional machine learning algorithm | Bui, DT; Shahabi, H; Omidvar, E; Shirzadi, A; Geertsema, M; Clague, JJ; Khosravi, K; Pradhan, B; Pham, BT; Chapi, K; Barati, Z; Bin Ahmad, B; Rahmani, H; Gróf, G; Lee, S |
2020-07 | Spatial modelling of gully erosion in the Ardib River Watershed using three statistical-based techniques | Arabameri, A; Pradhan, B; Bui, DT |
2016 | Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree | Bui, DT; Tuan, TA; Klempe, H; Pradhan, B; Revhaug, I |
2019-02-04 | Spatial prediction of landslide susceptibility using data mining-based kernel logistic regression, naive Bayes and RBFNetwork models for the Long County area (China) | Chen, W; Yan, X; Zhao, Z; Hong, H; Bui, DT; Pradhan, B |
2022-02-01 | Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides | Jaafari, A; Panahi, M; Mafi-Gholami, D; Rahmati, O; Shahabi, H; Shirzadi, A; Lee, S; Bui, DT; Pradhan, B |
2020-04-01 | Systematic sample subdividing strategy for training landslide susceptibility models | Sameen, MI; Pradhan, B; Bui, DT; Alamri, AM |