Dieu Tien Bui

87 papers Journal 87
YearRankTypeTitle / Venue / Authors
2025 J jnl
Geospatial urban heat mapping with interpretable machine learning and deep learning: a case study in Hue City, Vietnam.
Earth Sci. Informatics
Nhat-Duc Hoang, Phu Anh Huy Pham, Thanh-Canh Huynh, Minh-Tu Cao, Dieu Tien Bui
2024 J jnl
A New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential.
IEEE Access
Viet-Ha Nhu, Phan Cao Duong, Pham Viet Hoa, Pham The Vinh, Dieu Tien Bui
2024 J jnl
Impacts of Resampling and Downscaling Digital Elevation Model and Its Morphometric Factors: A Comparison of Hopfield Neural Network, Bilinear, Bicubic, and Kriging Interpolations.
Remote. Sens.
Nguyen Quang Minh, Nguyen Thi Thu Huong, Pham Quoc Khanh, Phu Hien La, Dieu Tien Bui
2024 J jnl
Integrating Harris Hawks optimization and TensorFlow deep learning for flash flood susceptibility mapping using geospatial data.
Earth Sci. Informatics
Le Duc Tinh, Do Thi Phuong Thao, Dieu Tien Bui, Nguyen Gia Trong
2024 J jnl
One-dimensional deep learning driven geospatial analysis for flash flood susceptibility mapping: a case study in North Central Vietnam.
Earth Sci. Informatics
Pham Viet Hoa, Nguyen An Binh, Pham Viet Hong, Nguyen Ngoc An, Giang Thi Phuong Thao, Nguyen Cao Hanh, Phuong-Thao Thi Ngo, Dieu Tien Bui
2023 J jnl
A New Approach Based on Balancing Composite Motion Optimization and Deep Neural Networks for Spatial Prediction of Landslides at Tropical Cyclone Areas.
IEEE Access
Tran Anh Tuan, Phan Dong Pha, Tran Thi Tam, Dieu Tien Bui
2023 J jnl
A New Approach Based on TensorFlow Deep Neural Networks with ADAM Optimizer and GIS for Spatial Prediction of Forest Fire Danger in Tropical Areas.
Remote. Sens.
Xuan Truong Tran, Viet-Ha Nhu, Doan Thi Nam Phuong, Le Thanh Nghi, Nguyen Nhu Hung, Pham Viet Hoa, Dieu Tien Bui
2023 J jnl
A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net++ deep learning for predicting areas sensitive to pluvial flood at tropical area.
Int. J. Digit. Earth
Laura Melgar-García, Francisco Martínez-Álvarez, Dieu Tien Bui, Alicia Troncoso
2023 J jnl
Comparative Analysis of Deep Learning and Swarm-Optimized Random Forest for Groundwater Spring Potential Identification in Tropical Regions.
Remote. Sens.
Viet-Ha Nhu, Pham Viet Hoa, Laura Melgar-García, Dieu Tien Bui
2023 J jnl
Hybrid BBO-DE Optimized SPAARCTree Ensemble for Landslide Susceptibility Mapping.
Remote. Sens.
Duc Anh Hoang, Hung Van Le, Dong Van Pham, Pham Viet Hoa, Dieu Tien Bui
2023 J jnl
Spatial Prediction of Fluvial Flood in High-Frequency Tropical Cyclone Area Using TensorFlow 1D-Convolution Neural Networks and Geospatial Data.
Remote. Sens.
Nguyen Gia Trong, Pham Ngoc Quang, Nguyen Van Cuong, Hong Anh Le, Hoang Long Nguyen, Dieu Tien Bui
2022 J jnl
An advanced meta-learner based on artificial electric field algorithm optimized stacking ensemble techniques for enhancing prediction accuracy of soil shear strength.
Eng. Comput.
Minh-Tu Cao, Nhat-Duc Hoang, Viet-Ha Nhu, Dieu Tien Bui
2022 J jnl
Comparison of Machine Learning Techniques for Condition Assessment of Sewer Network.
IEEE Access
Lam Van Nguyen, Dieu Tien Bui, Razak Seidu
2022 J jnl
Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm.
Comput. Aided Civ. Infrastructure Eng.
Kien-Trinh Thi Bui, José F. Torres, David Gutiérrez-Avilés, Viet-Ha Nhu, Dieu Tien Bui, Francisco Martínez-Álvarez
2022 J jnl
Swarm intelligence optimization of the group method of data handling using the cuckoo search and whale optimization algorithms to model and predict landslides.
Appl. Soft Comput.
Abolfazl Jaafari, Mahdi Panahi, Davood Mafi Gholami, Omid Rahmati, Himan Shahabi, Ataollah Shirzadi, Saro Lee, Dieu Tien Bui, Biswajeet Pradhan
2021 J jnl
A hybrid sufficient performance measure approach to improve robustness and efficiency of reliability-based design optimization.
Eng. Comput.
Behrooz Keshtegar, Debiao Meng, Mohamed El Amine Ben Seghier, Mi Xiao, Trung Nguyen-Thoi, Dieu Tien Bui
2021 J jnl
A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas.
Ecol. Informatics
Hung Van Le, Duc Anh Hoang, Chuyen Trung Tran, Phi Quoc Nguyen, Van Hai Thi Tran, Nhat-Duc Hoang, Mahdis Amiri, Phuong-Thao Thi Ngo, Viet-Ha Nhu, Van Thong Hoang, Dieu Tien Bui
2021 J jnl
Fine-tuning of neural computing using whale optimization algorithm for predicting compressive strength of concrete.
Eng. Comput.
Dieu Tien Bui, Mu'azu Mohammed Abdullahi, Soheil Ghareh, Hossein Moayedi, Hoang Nguyen
2021 J jnl
Proposing two new metaheuristic algorithms of ALO-MLP and SHO-MLP in predicting bearing capacity of circular footing located on horizontal multilayer soil.
Eng. Comput.
Wensheng Liu, Hossein Moayedi, Hoang Nguyen, Zongjie Lyu, Dieu Tien Bui
2021 J jnl
Reliability-based structural design optimization: hybridized conjugate mean value approach.
Eng. Comput.
Shun-Peng Zhu, Behrooz Keshtegar, Trung Nguyen-Thoi, Zaher Mundher Yaseen, Dieu Tien Bui
2021 J jnl
Thirty-Year Dynamics of LULC at the Dong Thap Muoi Area, Southern Vietnam, Using Google Earth Engine.
ISPRS Int. J. Geo Inf.
Nguyen An Binh, Huynh Song Nhut, Nguyen Ngoc An, Tran Anh Phuong, Nguyen Cao Hanh, Giang Thi Phuong Thao, The Trinh Pham, Pham Viet Hong, Le Thi Thu Ha, Dieu Tien Bui, Pham Viet Hoa
2020 J jnl
A Monte Carlo simulation approach for effective assessment of flyrock based on intelligent system of neural network.
Eng. Comput.
Jian Zhou, Nasim Aghili, Ebrahim Noroozi Ghaleini, Dieu Tien Bui, Mahmood M. D. Tahir, Mohammadreza Koopialipoor
2020 J jnl
A New Hybrid Firefly-PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping.
Remote. Sens.
Viet-Ha Nhu, Phuong-Thao Thi Ngo, Tien Dat Pham, Jie Dou, Xuan Song, Nhat-Duc Hoang, An Dang Tran, Phan Cao Duong, Ibrahim Berkan Aydilek, Mahdis Amiri, Romulus Costache, Pham Viet Hoa, Dieu Tien Bui
2020 J jnl
A New Modeling Approach for Spatial Prediction of Flash Flood with Biogeography Optimized CHAID Tree Ensemble and Remote Sensing Data.
Remote. Sens.
Viet Nghia Nguyen, Peyman Yariyan, Mahdis Amiri, An Dang Tran, Tien Dat Pham, Minh Phuong Do, Phuong-Thao Thi Ngo, Viet-Ha Nhu, Nguyen Quoc Long, Dieu Tien Bui
2020 J jnl
A hybrid computational intelligence approach for predicting soil shear strength for urban housing construction: a case study at Vinhomes Imperia project, Hai Phong city (Vietnam).
Eng. Comput.
Viet-Ha Nhu, Nhat-Duc Hoang, Van-Binh Duong, Hong-Dang Vu, Dieu Tien Bui
2020 J jnl
A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping.
Eng. Appl. Artif. Intell.
Ataollah Shirzadi, Shahrokh Asadi, Himan Shahabi, Somayeh Ronoud, John J. Clague, Khabat Khosravi, Binh Thai Pham, Baharin Bin Ahmad, Dieu Tien Bui
2020 J jnl
A tree-based intelligence ensemble approach for spatial prediction of potential groundwater.
Int. J. Digit. Earth
Mohammadtaghi Avand, Saeid Janizadeh, Dieu Tien Bui, Pham Viet Hoa, Phuong-Thao Thi Ngo, Viet-Ha Nhu
2020 J jnl
Advanced Machine Learning and Big Data Analytics in Remote Sensing for Natural Hazards Management.
Remote. Sens.
Francisco Martínez-Álvarez, Dieu Tien Bui
2020 J jnl
Advanced soft computing techniques for predicting soil compression coefficient in engineering project: a comparative study.
Eng. Comput.
Viet-Ha Nhu, Pijush Samui, Deepak Kumar, Anshuman Singh, Nhat-Duc Hoang, Dieu Tien Bui
2020 J jnl
Assessing cohesion of the rocks proposing a new intelligent technique namely group method of data handling.
Eng. Comput.
Wusi Chen, Manoj Khandelwal, Bhatawdekar Ramesh Murlidhar, Dieu Tien Bui, Mahmood M. D. Tahir, Javad Katebi
2020 J jnl
Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam.
Remote. Sens.
Kinh Bac Dang, Manh Ha Nguyen, Duc Anh Nguyen, Thi Thanh Hai Phan, Tuan Linh Giang, Hoang Hai Pham, Thu Nhung Nguyen, Thi Thuy Van Tran, Dieu Tien Bui
2020 J jnl
Crime rate detection using social media of different crime locations and Twitter part-of-speech tagger with Brown clustering.
J. Intell. Fuzzy Syst.
Minh Thanh Vo, Rohit Sharma, Raghvendra Kumar, Le Hoang Son, Binh Thai Pham, Dieu Tien Bui, Ishaani Priyadarshini, Manash Sarkar, Tuong Le
2020 J jnl
Development of a novel hybrid intelligent model for solving engineering problems using GS-GMDH algorithm.
Eng. Comput.
Danial Jahed Armaghani, Mahdi Hasanipanah, Hassan Bakhshandeh Amnieh, Dieu Tien Bui, Peyman Mehrabi, Majid Khorami
2020 J jnl
Evaluation of Recent Advanced Soft Computing Techniques for Gully Erosion Susceptibility Mapping: A Comparative Study.
Sensors
Alireza Arabameri, Thomas Blaschke, Biswajeet Pradhan, Hamid Reza Pourghasemi, John P. Tiefenbacher, Dieu Tien Bui
2020 J jnl
GIS-Based Mapping of Seismic Parameters for the Pyrenees.
ISPRS Int. J. Geo Inf.
José Lázaro Amaro-Mellado, Dieu Tien Bui
2020 J jnl
Hybrid Computational Intelligence Models for Improvement Gully Erosion Assessment.
Remote. Sens.
Alireza Arabameri, Wei Chen, Luigi Lombardo, Thomas Blaschke, Dieu Tien Bui
2020 J jnl
Landslide Susceptibility Evaluation and Management Using Different Machine Learning Methods in The Gallicash River Watershed, Iran.
Remote. Sens.
Alireza Arabameri, Sunil Saha, Jagabandhu Roy, Wei Chen, Thomas Blaschke, Dieu Tien Bui
2020 J jnl
Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India.
Sensors
Sunil Saha, Jagabandhu Roy, Alireza Arabameri, Thomas Blaschke, Dieu Tien Bui
2020 J jnl
Morphometric Analysis for Soil Erosion Susceptibility Mapping Using Novel GIS-Based Ensemble Model.
Remote. Sens.
Alireza Arabameri, John P. Tiefenbacher, Thomas Blaschke, Biswajeet Pradhan, Dieu Tien Bui
2020 J jnl
Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility.
Remote. Sens.
Alireza Arabameri, Ebrahim Karimi-Sangchini, Subodh Chandra Pal, Asish Saha, Indrajit Chowdhuri, Saro Lee, Dieu Tien Bui
2020 J jnl
Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion Susceptibility.
Remote. Sens.
Paramita Roy, Subodh Chandra Pal, Alireza Arabameri, Rabin Chakrabortty, Biswajeet Pradhan, Indrajit Chowdhuri, Saro Lee, Dieu Tien Bui
2020 J jnl
Novel Machine Learning Approaches for Modelling the Gully Erosion Susceptibility.
Remote. Sens.
Alireza Arabameri, Omid Asadi Nalivan, Subodh Chandra Pal, Rabin Chakrabortty, Asish Saha, Saro Lee, Biswajeet Pradhan, Dieu Tien Bui
2020 J jnl
Prediction of ultimate bearing capacity through various novel evolutionary and neural network models.
Eng. Comput.
Hossein Moayedi, Arash Moatamediyan, Hoang Nguyen, Xuan-Nam Bui, Dieu Tien Bui, Ahmad Safuan A. Rashid
2019 J jnl
A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China.
Remote. Sens.
Yi Wang, Haoyuan Hong, Wei Chen, Shaojun Li, Dragan Pamucar, Ljubomir Gigovic, Sinisa Drobnjak, Dieu Tien Bui, Hexiang Duan
2019 J jnl
A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, India.
Remote. Sens.
Jagabandhu Roy, Sunil Saha, Alireza Arabameri, Thomas Blaschke, Dieu Tien Bui
2019 J jnl
A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran).
Sensors
Dieu Tien Bui, Ataollah Shirzadi, Himan Shahabi, Kamran Chapi, Ebrahim Omidvar, Binh Thai Pham, Dawood Talebpour Asl, Hossein Khaledian, Biswajeet Pradhan, Mahdi Panahi, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
2019 J jnl
A Novel Swarm Intelligence - Harris Hawks Optimization for Spatial Assessment of Landslide Susceptibility.
Sensors
Dieu Tien Bui, Hossein Moayedi, Bahareh Kalantar, Abdolreza Osouli, Biswajeet Pradhan, Hoang Nguyen, Ahmad Safuan A. Rashid
2019 J jnl
A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010-2018.
Sensors
Tien-Dat Pham, Junshi Xia, Nam Thang Ha, Dieu Tien Bui, Nga Nhu Le, Wataru Takeuchi
2019 J jnl
A Semi-empirical Approach Based on Genetic Programming for the Study of Biophysical Controls on Diameter-Growth of
Remote. Sens.
Mahmoud Bayat, Phan Thanh Noi, Rozita Zare, Dieu Tien Bui
2019 J jnl
A swarm intelligence-based machine learning approach for predicting soil shear strength for road construction: a case study at Trung Luong National Expressway Project (Vietnam).
Eng. Comput.
Dieu Tien Bui, Nhat-Duc Hoang, Viet-Ha Nhu
2019 J jnl
An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping.
Remote. Sens.
Omid Rahmati, Davoud Davoudi Moghaddam, Vahid Moosavi, Zahra Kalantari, Mahmood Samadi, Saro Lee, Dieu Tien Bui
2019 J jnl
Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, Iran.
Remote. Sens.
Alireza Arabameri, Jagabandhu Roy, Sunil Saha, Thomas Blaschke, Omid Ghorbanzadeh, Dieu Tien Bui
2019 J jnl
Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2019 J jnl
Evaluating GIS-Based Multiple Statistical Models and Data Mining for Earthquake and Rainfall-Induced Landslide Susceptibility Using the LiDAR DEM.
Remote. Sens.
Jie Dou, Ali P. Yunus, Dieu Tien Bui, Mehebub Sahana, Chi-Wen Chen, Zhongfan Zhu, Weidong Wang, Binh Thai Pham
2019 J jnl
Flood Spatial Modeling in Northern Iran Using Remote Sensing and GIS: A Comparison between Evidential Belief Functions and Its Ensemble with a Multivariate Logistic Regression Model.
Remote. Sens.
Dieu Tien Bui, Khabat Khosravi, Himan Shahabi, Prasad Daggupati, Jan Franklin Adamowski, Assefa M. Melesse, Binh Thai Pham, Hamid Reza Pourghasemi, Mehrnoosh Mahmoudi, Sepideh Bahrami, Biswajeet Pradhan, Ataollah Shirzadi, Kamran Chapi, Saro Lee
2019 J jnl
Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran.
Remote. Sens.
Omid Rahmati, Saleh Yousefi, Zahra Kalantari, Evelyn Uuemaa, Teimur Teimurian, Saskia Keesstra, Tien-Dat Pham, Dieu Tien Bui
2019 J jnl
Predicting Slope Stability Failure through Machine Learning Paradigms.
ISPRS Int. J. Geo Inf.
Dieu Tien Bui, Hossein Moayedi, Mesut Gör, Abolfazl Jaafari, Loke Kok Foong
2019 J jnl
Prediction of Pullout Behavior of Belled Piles through Various Machine Learning Modelling Techniques.
Sensors
Dieu Tien Bui, Hossein Moayedi, Mu'azu Mohammed Abdullahi, Ahmad Safuan A. Rashid, Hoang Nguyen
2019 J jnl
Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran).
Remote. Sens.
Alireza Arabameri, Artemi Cerdà, Jesús Rodrigo-Comino, Biswajeet Pradhan, Masoud Sohrabi, Thomas Blaschke, Dieu Tien Bui
2019 J jnl
Remote Sensing Approaches for Monitoring Mangrove Species, Structure, and Biomass: Opportunities and Challenges.
Remote. Sens.
Tien-Dat Pham, Naoto Yokoya, Dieu Tien Bui, Kunihiko Yoshino, Daniel A. Friess
2019 J jnl
Shallow Landslide Prediction Using a Novel Hybrid Functional Machine Learning Algorithm.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ebrahim Omidvar, Ataollah Shirzadi, Marten Geertsema, John J. Clague, Khabat Khosravi, Biswajeet Pradhan, Binh Thai Pham, Kamran Chapi, Zahra Barati, Baharin Bin Ahmad, Hosein Rahmani, Gyula Gróf, Saro Lee
2019 J jnl
Slope Stability Monitoring Using Novel Remote Sensing Based Fuzzy Logic.
Sensors
Hossein Moayedi, Dieu Tien Bui, Loke Kok Foong
2019 J jnl
Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam).
Remote. Sens.
Pham Viet Hoa, Nguyen Vu Giang, Nguyen An Binh, Le Vu Hong Hai, Tien-Dat Pham, Mahdi Hasanlou, Dieu Tien Bui
2019 J jnl
Spatial Landslide Susceptibility Assessment Based on Novel Neural-Metaheuristic Geographic Information System Based Ensembles.
Sensors
Hossein Moayedi, Abdolreza Osouli, Dieu Tien Bui, Loke Kok Foong
2019 J jnl
Spatial Modeling of Snow Avalanche Using Machine Learning Models and Geo-Environmental Factors: Comparison of Effectiveness in Two Mountain Regions.
Remote. Sens.
Omid Rahmati, Omid Ghorbanzadeh, Teimur Teimurian, Farnoush Mohammadi, John P. Tiefenbacher, Fatemeh Falah, Saied Pirasteh, Phuong-Thao Thi Ngo, Dieu Tien Bui
2019 J jnl
Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam.
Adv. Eng. Informatics
Dieu Tien Bui, Nhat-Duc Hoang, Hieu Nguyen, Xuan-Linh Tran
2019 J jnl
The Feasibility of Three Prediction Techniques of the Artificial Neural Network, Adaptive Neuro-Fuzzy Inference System, and Hybrid Particle Swarm Optimization for Assessing the Safety Factor of Cohesive Slopes.
ISPRS Int. J. Geo Inf.
Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan, Abolfazl Jaafari
2019 J jnl
Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics.
Remote. Sens.
Abolfazl Jaafari, Davood Mafi Gholami, Binh Thai Pham, Dieu Tien Bui
2018 J jnl
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.
Sensors
Phuong-Thao Thi Ngo, Nhat-Duc Hoang, Biswajeet Pradhan, Quang Khanh Nguyen, Xuan Truong Tran, Quang Minh Nguyen, Viet Nghia Nguyen, Pijush Samui, Dieu Tien Bui
2018 J jnl
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Nhat-Duc Hoang, Binh Thai Pham, Quang-Thanh Bui, Chuyen-Trung Tran, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2018 J jnl
A novel hybrid artificial intelligent approach based on neural fuzzy inference model and particle swarm optimization for horizontal displacement modeling of hydropower dam.
Neural Comput. Appl.
Kien-Trinh Thi Bui, Dieu Tien Bui, Jingui Zou, Chinh Van Doan, Inge Revhaug
2018 J jnl
GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method.
Ecol. Informatics
Dieu Tien Bui, Hung Van Le, Nhat-Duc Hoang
2018 J jnl
Image Processing-Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony.
J. Comput. Civ. Eng.
Nhat-Duc Hoang, Quoc-Lam Nguyen, Dieu Tien Bui
2018 J jnl
Improving Accuracy Estimation of Forest Aboveground Biomass Based on Incorporation of ALOS-2 PALSAR-2 and Sentinel-2A Imagery and Machine Learning: A Case Study of the Hyrcanian Forest Area (Iran).
Remote. Sens.
Sasan Vafaei, Javad Soosani, Kamran Adeli, Hadi Fadaei, Hamed Naghavi, Tien Dat Pham, Dieu Tien Bui
2018 J jnl
Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms.
Sensors
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Biswajeet Pradhan, Wei Chen, Khabat Khosravi, Mahdi Panahi, Baharin Bin Ahmad, Saro Lee
2018 J jnl
Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia.
Remote. Sens.
Dieu Tien Bui, Himan Shahabi, Ataollah Shirzadi, Kamran Chapi, Mohsen Alizadeh, Wei Chen, Ayub Mohammadi, Baharin Bin Ahmad, Mahdi Panahi, Haoyuan Hong, Yingying Tian
2018 J jnl
Landslide Susceptibility Assessment at Mila Basin (Algeria): A Comparative Assessment of Prediction Capability of Advanced Machine Learning Methods.
ISPRS Int. J. Geo Inf.
Abdelaziz Merghadi, Boumezbeur Abderrahmane, Dieu Tien Bui
2018 J jnl
Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping.
Sensors
Ataollah Shirzadi, Karim Soliamani, Mahmood Habibnejhad, Ataollah Kavian, Kamran Chapi, Himan Shahabi, Wei Chen, Khabat Khosravi, Binh Thai Pham, Biswajeet Pradhan, Anuar Ahmad, Baharin Bin Ahmad, Dieu Tien Bui
2018 J jnl
Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network.
Adv. Eng. Informatics
Dieu Tien Bui, Viet-Ha Nhu, Nhat-Duc Hoang
2018 J jnl
Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study.
Ecol. Informatics
Nguyen Ngoc Thach, Dang Bao-Toan Ngo, Pham Xuan-Canh, Nguyen Hong-Thi, Bui Hang Thi, Hoang Nhat-Duc, Dieu Tien Bui
2017 J jnl
A novel hybrid artificial intelligence approach for flood susceptibility assessment.
Environ. Model. Softw.
Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, Himan Shahabi, Dieu Tien Bui, Binh Thai Pham, Khabat Khosravi
2016 J jnl
A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides.
J. Comput. Civ. Eng.
Nhat-Duc Hoang, Dieu Tien Bui
2016 J jnl
A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India).
Environ. Model. Softw.
Binh Thai Pham, Biswajeet Pradhan, Dieu Tien Bui, Indra Prakash, M. B. Dholakia
2016 J jnl
Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine.
Appl. Soft Comput.
Nhat-Duc Hoang, Dieu Tien Bui, Kuo-Wei Liao
2016 J jnl
Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam.
Int. J. Digit. Earth
Dieu Tien Bui, Binh Thai Pham, Quoc Phi Nguyen, Nhat-Duc Hoang
2016 J jnl
Tropical Forest Fire Susceptibility Mapping at the Cat Ba National Park Area, Hai Phong City, Vietnam, Using GIS-Based Kernel Logistic Regression.
Remote. Sens.
Dieu Tien Bui, Kim-Thoa Thi Le, Van Cam Nguyen, Hoang Duc Le, Inge Revhaug
2012 J jnl
Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS.
Comput. Geosci.
Dieu Tien Bui, Biswajeet Pradhan, Owe Lofman, Inge Revhaug, Oystein B. Dick