标题/作者	年份
A comparative assessment of flood susceptibility modeling using multi-criteria decision-making analysis and machine learning methods K Khosravi, H Shahabi, BT Pham, J Adamowski, A Shirzadi, B Pradhan, ... Journal of Hydrology 573, 311-323	2019
Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility A Jaafari, M Panahi, BT Pham, H Shahabi, DT Bui, F Rezaie, S Lee Catena 175, 430-445	2019
Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches BT Pham, I Prakash, SK Singh, A Shirzadi, H Shahabi, DT Bui Catena 175, 203-218	2019
Hybrid artificial intelligence models based on a neuro-fuzzy system and metaheuristic optimization algorithms for spatial prediction of wildfire probability A Jaafari, EK Zenner, M Panahi, H Shahabi Agricultural and forest meteorology 266, 198-207	2019
A spatially explicit deep learning neural network model for the prediction of landslide susceptibility D Van Dao, A Jaafari, M Bayat, D Mafi-Gholami, C Qi, H Moayedi, ... Catena 188, 104451	2020
Landslide spatial modelling using novel bivariate statistical based Naïve Bayes, RBF Classifier, and RBF Network machine learning algorithms Q He, H Shahabi, A Shirzadi, S Li, W Chen, N Wang, H Chai, H Bian, J Ma, ... Science of the total environment 663, 1-15	2019
A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of consolidation of soil BT Pham, MD Nguyen, KTT Bui, I Prakash, K Chapi, DT Bui Catena 173, 302-311	2019
Supervised machine learning techniques to the prediction of tunnel boring machine penetration rate H Xu, J Zhou, P G. Asteris, D Jahed Armaghani, MM Tahir Applied sciences 9 (18), 3715	2019
Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling W Chen, H Shahabi, A Shirzadi, H Hong, A Akgun, Y Tian, J Liu, A Zhu, ... Bulletin of Engineering Geology and the Environment 78 (6), 4397-4419	2019
A comparison study of DRASTIC methods with various objective methods for groundwater vulnerability assessment K Khosravi, M Sartaj, FTC Tsai, VP Singh, N Kazakis, AM Melesse, ... Science of the total environment 642, 1032-1049	2018
Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization W Chen, M Panahi, K Khosravi, HR Pourghasemi, F Rezaie, ... Journal of Hydrology 572, 435-448	2019
Novel GIS based machine learning algorithms for shallow landslide susceptibility mapping A Shirzadi, K Soliamani, M Habibnejhad, A Kavian, K Chapi, H Shahabi, ... Sensors 18 (11), 3777	2018
Groundwater potential mapping using a novel data-mining ensemble model MD Kordestani, SA Naghibi, H Hashemi, K Ahmadi, B Kalantar, ... Hydrogeology journal 27 (1), 211-224	2019
Landslide susceptibility modeling using integrated ensemble weights of evidence with logistic regression and random forest models W Chen, Z Sun, J Han Applied sciences 9 (1), 171	2019
Soft computing ensemble models based on logistic regression for groundwater potential mapping PT Nguyen, DH Ha, M Avand, A Jaafari, HD Nguyen, N Al-Ansari, ... Applied Sciences 10 (7), 2469	2020
Spatial prediction of landslide susceptibility using gis-based data mining techniques of anfis with whale optimization algorithm (woa) and grey wolf optimizer (gwo) W Chen, H Hong, M Panahi, H Shahabi, Y Wang, A Shirzadi, S Pirasteh, ... Applied Sciences 9 (18), 3755	2019
Multi-hazard probability assessment and mapping in Iran HR Pourghasemi, A Gayen, M Panahi, F Rezaie, T Blaschke Science of the total environment 692, 556-571	2019
Shallow landslide susceptibility mapping: A comparison between logistic model tree, logistic regression, naïve bayes tree, artificial neural network, and support vector machine algorithms VH Nhu, A Shirzadi, H Shahabi, SK Singh, N Al-Ansari, JJ Clague, ... International journal of environmental research and public health 17 (8), 2749	2020
Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer W Chen, X Chen, J Peng, M Panahi, S Lee Geoscience Frontiers 12 (1), 93-107	2021
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 PTT Ngo, ND Hoang, B Pradhan, QK Nguyen, XT Tran, QM Nguyen, ... Sensors 18 (11), 3704	2018

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