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Mubeen ul Basharat, Junaid Ali Khan, Hazem Ghassan Abdo & Hussein Almohamad. (2023) An integrated approach based landslide susceptibility mapping: case of Muzaffarabad region, Pakistan. Geomatics, Natural Hazards and Risk 14:1.
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Tran Xuan Bien, Pham The Truyen, Tran Van Phong, Dam Duc Nguyen, Mahdis Amiri, Romulus Costache, Dao Minh Duc, Hiep Van Le, Hanh Bich Thi Nguyen, Indra Prakash & Binh Thai Pham. (2022) Landslide susceptibility mapping at sin Ho, Lai Chau province, Vietnam using ensemble models based on fuzzy unordered rules induction algorithm. Geocarto International 37:27, pages 17777-17798.
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Saeed Alqadhi, Javed Mallick, Swapan Talukdar, Ahmed Ali Bindajam, Tamal Kanti Saha, Mohd. Ahmed & Roohul Abad Khan. (2022) Combining logistic regression-based hybrid optimized machine learning algorithms with sensitivity analysis to achieve robust landslide susceptibility mapping. Geocarto International 37:25, pages 9518-9543.
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Javed Mallick, Swapan Talukdar, Majed Alsubih, Mohd. Ahmed, Abu Reza Md Towfiqul Islam, Shahfahad & Nguyen Viet Thanh. (2022) Proposing receiver operating characteristic-based sensitivity analysis with introducing swarm optimized ensemble learning algorithms for groundwater potentiality modelling in Asir region, Saudi Arabia. Geocarto International 37:15, pages 4361-4389.
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Alireza Hamedianfar, Mohamed Barakat A. Gibril, Mohammadjavad Hosseinpoor & Petri K. E. Pellikka. (2022) Synergistic use of particle swarm optimization, artificial neural network, and extreme gradient boosting algorithms for urban LULC mapping from WorldView-3 images. Geocarto International 37:3, pages 773-791.
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Alireza Arabameri, M. Santosh, Sunil Saha, Omid Ghorbanzadeh, Jagabandhu Roy, John P. Tiefenbacher, Hossein Moayedi & Romulus Costache. (2021) Spatial prediction of shallow landslide: application of novel rotational forest-based reduced error pruning tree. Geomatics, Natural Hazards and Risk 12:1, pages 1343-1370.
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Hossein Moayedi, Mahdy Khari, Mehdi Bahiraei, Loke Kok Foong & Dieu Tien Bui. (2020) Spatial assessment of landslide risk using two novel integrations of neuro-fuzzy system and metaheuristic approaches; Ardabil Province, Iran. Geomatics, Natural Hazards and Risk 11:1, pages 230-258.
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Hossein Moayedi, Abdolreza Osouli, Dieu Tien Bui, Loke Kok Foong, Hoang Nguyen & Bahareh Kalantar. (2019) Two novel neural-evolutionary predictive techniques of dragonfly algorithm (DA) and biogeography-based optimization (BBO) for landslide susceptibility analysis. Geomatics, Natural Hazards and Risk 10:1, pages 2429-2453.
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Hossein Moayedi, Mohammad Mehrabi, Bahareh Kalantar, Mohammed Abdullahi Mu’azu, Ahmad Safuan A. Rashid, Loke Kok Foong & Hoang Nguyen. (2019) Novel hybrids of adaptive neuro-fuzzy inference system (ANFIS) with several metaheuristic algorithms for spatial susceptibility assessment of seismic-induced landslide. Geomatics, Natural Hazards and Risk 10:1, pages 1879-1911.
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Articles from other publishers (49)
J. C. Egbueri. (2022) Soil erosion and landslide susceptibility insights based on hierarchical clustering and multilayer perceptron networks: a Nigerian case study. International Journal of Environmental Science and Technology 20:10, pages 10763-10786.
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Hadi Nayyeri, Lei Xu, Atefeh Ahmadi Dehrashid & Payam Mohammadi Khanghah. (2023) A development in the approach of assessing the sensitivity of road networks to environmental hazards using functional machine learning algorithm and fractal methods. Environment, Development and Sustainability.
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Yanqi Dong, Zhibin Ma, Fu Xu, Xiaohui Su & Feixiang Chen. (2023) Combining the Back Propagation Neural Network and Particle Swarm Optimization Algorithm for Lithological Mapping in North China. Remote Sensing 15:17, pages 4134.
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Rana Muhammad Adnan Ikram, Imran Khan, Hossein Moayedi, Atefeh Ahmadi Dehrashid, Ismail Elkhrachy & Binh Nguyen Le. (2023) Novel evolutionary-optimized neural network for predicting landslide susceptibility. Environment, Development and Sustainability.
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Wancai He, Guoping Chen, Junsan Zhao, Yilin Lin, Bingui Qin, Wanlu Yao & Qing Cao. (2023) Landslide Susceptibility Evaluation of Machine Learning Based on Information Volume and Frequency Ratio: A Case Study of Weixin County, China. Sensors 23:5, pages 2549.
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Hossein Moayedi, Peren Jerfi Canatalay, Atefeh Ahmadi Dehrashid, Mehmet Akif Cifci, Marjan Salari & Binh Nguyen Le. (2023) Multilayer Perceptron and Their Comparison with Two Nature-Inspired Hybrid Techniques of Biogeography-Based Optimization (BBO) and Backtracking Search Algorithm (BSA) for Assessment of Landslide Susceptibility. Land 12:1, pages 242.
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Chiranjit Singha, Kishore Chandra Swain, Modeste Meliho, Hazem Ghassan Abdo, Hussein Almohamad & Motirh Al-Mutiry. (2022) Spatial Analysis of Flood Hazard Zoning Map Using Novel Hybrid Machine Learning Technique in Assam, India. Remote Sensing 14:24, pages 6229.
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Hossein Moayedi & Amirhosein Mosavi. (2021) A water cycle-based error minimization technique in predicting the bearing capacity of shallow foundation. Engineering with Computers 38:S5, pages 3993-4006.
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Indrajit Mandal & Swades Pal. (2021) Assessing the impact of ecological insecurity on ecosystem service value in stone quarrying and crushing dominated areas. Environment, Development and Sustainability 24:10, pages 11760-11784.
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Guoliang Du, Yongshuang Zhang, Ling Zou, Zhihua Yang, Ying Yuan & Sanshao Ren. (2022) Co-seismic landslide hazard assessment of the 2017 Ms 6.9 Milin earthquake, Tibet, China, combining the logistic regression–information value and Newmark displacement models. Bulletin of Engineering Geology and the Environment 81:10.
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Saeed Davar, Masoud Nobahar, Mohammad Sadik Khan & Farshad Amini. (2022) The Development of PSO-ANN and BOA-ANN Models for Predicting Matric Suction in Expansive Clay Soil. Mathematics 10:16, pages 2825.
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Xi Liang, Zhennao Cai, Mingjing Wang, Xuehua Zhao, Huiling Chen & Chengye Li. (2020) Chaotic oppositional sine–cosine method for solving global optimization problems. Engineering with Computers 38:2, pages 1223-1239.
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Wahyu Luqmanul Hakim, Fatemeh Rezaie, Arip Syaripudin Nur, Mahdi Panahi, Khabat Khosravi, Chang-Wook Lee & Saro Lee. (2022) Convolutional neural network (CNN) with metaheuristic optimization algorithms for landslide susceptibility mapping in Icheon, South Korea. Journal of Environmental Management 305, pages 114367.
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Abolfazl Jaafari, Mahdi Panahi, Davood Mafi-Gholami, Omid Rahmati, Himan Shahabi, Ataollah Shirzadi, Saro Lee, Dieu Tien Bui & Biswajeet Pradhan. (2022) Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides. Applied Soft Computing 116, pages 108254.
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Dizi Wu, Loke Kok Foong & Zongjie Lyu. (2020) Two neural-metaheuristic techniques based on vortex search and backtracking search algorithms for predicting the heating load of residential buildings. Engineering with Computers 38:1, pages 647-660.
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Saeed Alqadhi, Javed Mallick, Swapan Talukdar, Ahmed Ali Bindajam, Nguyen Van Hong & Tamal Kanti Saha. (2021) Selecting optimal conditioning parameters for landslide susceptibility: an experimental research on Aqabat Al-Sulbat, Saudi Arabia. Environmental Science and Pollution Research 29:3, pages 3743-3762.
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Hanxu Zhou, Ailan Che & Guo Li. (2022) Characteristics and failure mechanism of landslides along highways triggered by 2021 Ms6.4 Yangbi earthquake. Landslides 19:1, pages 165-176.
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Alireza Arabameri, M. Santosh, Fatemeh Rezaie, Sunil Saha, Romulus Coastache, Jagabandhu Roy, Kaustuv Mukherjee, John Tiefenbacher & Hossein moayedi. (2021) Application of novel ensemble models and k-fold CV approaches for Land subsidence susceptibility modelling. Stochastic Environmental Research and Risk Assessment 36:1, pages 201-223.
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Ailan Che, Hanxu Zhou, Jinchang Chen, Yuchen Wu & Ziyao Xu. 2022. Proceedings of the 4th International Conference on Performance Based Design in Earthquake Geotechnical Engineering (Beijing 2022). Proceedings of the 4th International Conference on Performance Based Design in Earthquake Geotechnical Engineering (Beijing 2022)
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Sina Paryani, Aminreza Neshat & Biswajeet Pradhan. (2021) Improvement of landslide spatial modeling using machine learning methods and two Harris hawks and bat algorithms. The Egyptian Journal of Remote Sensing and Space Science 24:3, pages 845-855.
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Swades Pal & Sandipta Debanshi. (2021) Developing wetland landscape insecurity and hydrological security models and measuring their spatial linkages. Ecological Informatics 66, pages 101461.
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Mohammad Mehrabi & Hossein Moayedi. (2021) Landslide susceptibility mapping using artificial neural network tuned by metaheuristic algorithms. Environmental Earth Sciences 80:24.
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Majed Alsubih, Javed Mallick, Swapan Talukdar, Roquia Salam, Saeed AlQadhi, Md. Abdul Fattah & Nguyen Viet Thanh. (2021) An investigation of the short-term meteorological drought variability over Asir Region of Saudi Arabia. Theoretical and Applied Climatology 145:1-2, pages 597-617.
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Zhihui Wang. (2021) Risk Prediction of Sports Events Based on Gray Neural Network Model. Complexity 2021, pages 1-10.
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Cahio Guimarães Seabra Eiras, Juliana Ribeiro Gonçalves de Souza, Renata Delicio Andrade de Freitas, César Falcão Barella & Tiago Martins Pereira. (2021) Discriminant analysis as an efficient method for landslide susceptibility assessment in cities with the scarcity of predisposition data. Natural Hazards 107:2, pages 1427-1442.
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Mahdi Panahi, Abolfazl Jaafari, Ataollah Shirzadi, Himan Shahabi, Omid Rahmati, Ebrahim Omidvar, Saro Lee & Dieu Tien Bui. (2021) Deep learning neural networks for spatially explicit prediction of flash flood probability. Geoscience Frontiers 12:3, pages 101076.
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Ali R. Kashani, Raymond Chiong, Seyedali Mirjalili & Amir H. Gandomi. (2020) Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis. Archives of Computational Methods in Engineering 28:3, pages 1871-1927.
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Hossein Moayedi & Abbas Rezaei. (2020) The feasibility of PSO–ANFIS in estimating bearing capacity of strip foundations rested on cohesionless slope. Neural Computing and Applications 33:9, pages 4165-4177.
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Alireza Arabameri, Subodh Chandra Pal, Fatemeh Rezaie, Rabin Chakrabortty, Indrajit Chowdhuri, Thomas Blaschke & Phuong Thao Thi Ngo. (2021) Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonation. Journal of Environmental Management 284, pages 112067.
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Hossein Moayedi & Amir Mosavi. (2021) Double-Target Based Neural Networks in Predicting Energy Consumption in Residential Buildings. Energies 14:5, pages 1331.
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Alireza Arabameri, Nitheshnirmal Sadhasivam, Hamza Turabieh, Majdi Mafarja, Fatemeh Rezaie, Subodh Chandra Pal & M. Santosh. (2021) Credal decision tree based novel ensemble models for spatial assessment of gully erosion and sustainable management. Scientific Reports 11:1.
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Asish Saha, Subodh Pal, Alireza Arabameri, Thomas Blaschke, Somayeh Panahi, Indrajit Chowdhuri, Rabin Chakrabortty, Romulus Costache & Aman Arora. (2021) Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression Algorithms. Water 13:2, pages 241.
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Shuai Zhao & Zhou Zhao. (2021) A Comparative Study of Landslide Susceptibility Mapping Using SVM and PSO-SVM Models Based on Grid and Slope Units. Mathematical Problems in Engineering 2021, pages 1-15.
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Javed Mallick, Saeed Alqadhi, Swapan Talukdar, Majed AlSubih, Mohd. Ahmed, Roohul Abad Khan, Nabil Ben Kahla & Saud M. Abutayeh. (2021) Risk Assessment of Resources Exposed to Rainfall Induced Landslide with the Development of GIS and RS Based Ensemble Metaheuristic Machine Learning Algorithms. Sustainability 13:2, pages 457.
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Dieu Tien Bui, Mu’azu Mohammed Abdullahi, Soheil Ghareh, Hossein Moayedi & Hoang Nguyen. (2019) Fine-tuning of neural computing using whale optimization algorithm for predicting compressive strength of concrete. Engineering with Computers 37:1, pages 701-712.
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Hossein Moayedi, Abdolreza Osouli, Hoang Nguyen & Ahmad Safuan A. Rashid. (2019) A novel Harris hawks’ optimization and k-fold cross-validation predicting slope stability. Engineering with Computers 37:1, pages 369-379.
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Seyed Ziae Mousavi Mojab, Seyedmohammad Shams, Hamid Soltanian-Zadeh & Farshad Fotouhi. 2021. Intelligent Computing. Intelligent Computing
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Anqi Lin, Hao Wu, Guanghua Liang, Abraham Cardenas-Tristan, Xia Wu, Chong Zhao & Dan Li. (2020) A big data-driven dynamic estimation model of relief supplies demand in urban flood disaster. International Journal of Disaster Risk Reduction 49, pages 101682.
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Anik Saha, Sujit Mandal & Sunil Saha. (2020) Geo-spatial approach-based landslide susceptibility mapping using analytical hierarchical process, frequency ratio, logistic regression and their ensemble methods. SN Applied Sciences 2:10.
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Binh Thai Pham, Tran Van Phong, Trung Nguyen-Thoi, Phan Trong Trinh, Quoc Cuong Tran, Lanh Si Ho, Sushant K. Singh, Tran Thi Thanh Duyen, Loan Thi Nguyen, Huy Quang Le, Hiep Van Le, Nguyen Thi Bich Hanh, Nguyen Kim Quoc & Indra Prakash. (2020) GIS-based ensemble soft computing models for landslide susceptibility mapping. Advances in Space Research 66:6, pages 1303-1320.
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Sina Paryani, Aminreza Neshat, Saman Javadi & Biswajeet Pradhan. (2020) Comparative performance of new hybrid ANFIS models in landslide susceptibility mapping. Natural Hazards 103:2, pages 1961-1988.
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Weibiao Qiao, Hossein Moayedi & Loke Kok Foong. (2020) Nature-inspired hybrid techniques of IWO, DA, ES, GA, and ICA, validated through a k-fold validation process predicting monthly natural gas consumption. Energy and Buildings 217, pages 110023.
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Romulus Costache, Quoc Bao Pham, Ema Corodescu-Roșca, Cătălin Cîmpianu, Haoyuan Hong, Nguyen Thi Thuy Linh, Chow Ming Fai, Ali Najah Ahmed, Matej Vojtek, Siraj Muhammed Pandhiani, Gabriel Minea, Nicu Ciobotaru, Mihnea Cristian Popa, Daniel Constantin Diaconu & Binh Thai Pham. (2020) Using GIS, Remote Sensing, and Machine Learning to Highlight the Correlation between the Land-Use/Land-Cover Changes and Flash-Flood Potential. Remote Sensing 12:9, pages 1422.
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Xianyu Yu & Huachen Gao. (2020) A landslide susceptibility map based on spatial scale segmentation: A case study at Zigui-Badong in the Three Gorges Reservoir Area, China. PLOS ONE 15:3, pages e0229818.
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Moayedi, Bui & Thi Ngo. (2019) Neural Computing Improvement Using Four Metaheuristic Optimizers in Bearing Capacity Analysis of Footings Settled on Two-Layer Soils. Applied Sciences 9:23, pages 5264.
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Hossein Moayedi, Dieu Tien Bui, Anastasios Dounis, Loke Kok Foong & Bahareh Kalantar. (2019) Novel Nature-Inspired Hybrids of Neural Computing for Estimating Soil Shear Strength. Applied Sciences 9:21, pages 4643.
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Hossein Moayedi, Bahareh Kalantar, Anastasios Dounis, Dieu Tien Bui & Loke Kok Foong. (2019) Development of Two Novel Hybrid Prediction Models Estimating Ultimate Bearing Capacity of the Shallow Circular Footing. Applied Sciences 9:21, pages 4594.
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Hossein Moayedi, Dieu Tien Bui & Loke Kok Foong. (2019) Slope Stability Monitoring Using Novel Remote Sensing Based Fuzzy Logic. Sensors 19:21, pages 4636.
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Bui, Moayedi, Kalantar, Osouli, Gör, Pradhan, Nguyen & Rashid. (2019) Harris Hawks Optimization: A Novel Swarm Intelligence Technique for Spatial Assessment of Landslide Susceptibility. Sensors 19:16, pages 3590.
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