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D

Dieu Tien Bui

Department of Business and IT

112H-index
300Paper Count
3.6WCitation Count
Published Papers 152
Publication Date
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An interpretable machine learning framework for mapping hotspots and identifying their driving factors in urban environments during heat waves
errEnvironmental Monitoring and Assessment
IF3
err2025-08-14
err0
PREAI
errNhat-Duc Hoang; Thanh-Canh Huynh; Dieu-Tien Bui
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A New Approach Based on Deep Neural Networks and Multisource Geospatial Data for Spatial Prediction of Groundwater Spring Potential
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errNhu, Viet-Ha; Phan, Duong Cao; Hoa, Pham Viet; Vinh, Pham The; Bui, Dieu Tien
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Utilization of Augmented Reality Technique for Sewer Condition Visualization
errWATER
IF3
err2023-12-08
err0
errOAAI
errNguyen, Lam Van; Bui, Dieu Tien; Seidu, Razak
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A novel semantic segmentation approach based on U-Net, WU-Net, and U-Net plus plus deep learning for predicting areas sensitive to pluvial flood at tropical area
errINTERNATIONAL JOURNAL OF DIGITAL EARTH
IF4.9
err2023-09-13
err4
errOAAI
errMelgar-Garcia, Laura; Martinez-Alvarez, Francisco; Bui, Dieu Tien; Troncoso, Alicia
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A New Approach Based on Balancing Composite Motion Optimization and Deep Neural Networks for Spatial Prediction of Landslides at Tropical Cyclone Areas
errIEEE ACCESS
IF3.6
err2023-01-01
err7
errOAAI
errTuan, Tran Anh; Pha, Phan Dong; Tam, Tran Thi; Bui, Dieu Tien
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errSave
Comparing the Soil Conservation Service model with new machine learning algorithms for predicting cumulative infiltration in semi-arid regions
errPEDOSPHERE
IF7.3
err2022-10-01
err2
PREAI
errKhosravi, Khabat; Ngo, Phuong T. T.; Barzegar, Rahim; Quilty, John; Aalami, Mohammad T.; Bui, Dieu T.
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errSave
Predicting Discharges in Sewer Pipes Using an Integrated Long Short-Term Memory and Entropy A-TOPSIS Modeling Framework
errWATER
IF3
err2022-01-19
err7
errOAAI
errNguyen, Lam Van; Tornyeviadzi, Hoese Michel; Bui, Dieu Tien; Seidu, Razak
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errSave
Deformation forecasting of a hydropower dam by hybridizing a long short-term memory deep learning network with the coronavirus optimization algorithm
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2022-01-12
err37
errOAAI
errBui, Kien-Trinh T.; Torres, Jose F.; Gutierrez-Aviles, David; Nhu, Viet-Ha; Bui, Dieu Tien; Martinez-Alvarez, Francisco
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errSave
Comparison of Machine Learning Techniques for Condition Assessment of Sewer Network
errIEEE ACCESS
IF3.6
err2022-01-01
err7
errOAAI
errNguyen, Lam Van; Bui, Dieu Tien; Seidu, Razak
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errSave
A hybridized model based on neural network and swarm intelligence-grey wolf algorithm for spatial prediction of urban flood-inundation
errJOURNAL OF HYDROLOGY
IF6.3
err2021-12-01
err41
errOAAI
errDarabi, Hamid; Haghighi, Ali Torabi; Rahmati, Omid; Shahrood, Abolfazl Jalali; Rouzbeh, Sajad; Pradhan, Biswajeet; Bui, Dieu Tien
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Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods (vol 8, 15364, 2018)
errSCIENTIFIC REPORTS
IF3.9
err2021-07-20
err0
errOAAI
errBui, Dieu Tien; Panahi, Mahdi; Shahabi, Himan; Singh, Vijay P.; Shirzadi, Ataollah; Chapi, Kamran; Khosravi, Khabat; Chen, Wei; Panahi, Somayeh; Li, Shaojun; Ahmad, Baharin Bin
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A new approach of deep neural computing for spatial prediction of wildfire danger at tropical climate areas
errECOLOGICAL INFORMATICS
IF7.3
err2021-07-01
err45
PREAI
errHung Van Le; Duc Anh Hoang; Chuyen Trung Tran; Phi Quoc Nguyen; Van Hai Thi Tran; Nhat Duc Hoang; Amiri, Mahdis; Thao Phuong Thi Ngo; Ha Viet Nhu; Thong Van Hoang; Dieu Tien Bui
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Development of a novel hybrid multi-boosting neural network model for spatial prediction of urban flood
errGEOCARTO INTERNATIONAL
IF3.5
err2021-05-13
err20
errOAAI
errDarabi, Hamid; Rahmati, Omid; Naghibi, Seyed Amir; Mohammadi, Farnoush; Ahmadisharaf, Ebrahim; Kalantari, Zahra; Torabi Haghighi, Ali; Soleimanpour, Seyed Masoud; Tiefenbacher, John P.; Tien Bui, Dieu
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First comprehensive quantification of annual land use/cover from 1990 to 2020 across mainland Vietnam
errSCIENTIFIC REPORTS
IF3.9
err2021-05-11
err55
errOAAI
errDuong Cao Phan; Ta Hoang Trung; Van Thinh Truong; Sasagawa, Taiga; Thuy Phuong Thi Vu; Dieu Tien Bui; Hayashi, Masato; Tadono, Takeo; Nasahara, Kenlo Nishida
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Debris flows modeling using geo-environmental factors: developing hybridized deep-learning algorithms
errGEOCARTO INTERNATIONAL
IF3.5
err2021-05-05
err32
PREAI
errLi, Yang; Chen, Wei; Rezaie, Fatemeh; Rahmati, Omid; Davoudi Moghaddam, Davoud; Tiefenbacher, John; Panahi, Mahdi; Lee, Moung-Jin; Kulakowski, Dominik; Tien Bui, Dieu; Lee, Saro
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A novel hybrid quantum-PSO and credal decision tree ensemble for tropical cyclone induced flash flood susceptibility mapping with geospatial data
errJOURNAL OF HYDROLOGY
IF6.3
err2021-05-01
err42
PREAI
errPhuong-Thao Thi Ngo; Tien Dat Pham; Viet-Ha Nhu; Le, Thu Trang; Dang An Tran; Duong Cao Phan; Pham Viet Hoa; Amaro-Mellado, Jose Lazaro; Bui, Dieu Tien
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Deep learning neural networks for spatially explicit prediction of flash flood probability
errGEOSCIENCE FRONTIERS
IF8.9
err2021-05-01
err79
errOAAI
errPanahi, Mahdi; Jaafari, Abolfazl; Shirzadi, Ataollah; Shahabi, Himan; Rahmati, Omid; Omidvar, Ebrahim; Lee, Saro; Dieu Tien Bui
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Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm
errGEOSCIENCE FRONTIERS
IF8.9
err2021-05-01
err100
errOAAI
errShahabi, Himan; Shirzadi, Ataollah; Ronoud, Somayeh; Asadi, Shahrokh; Binh Thai Pham; Mansouripour, Fatemeh; Geertsema, Marten; Clague, John J.; Dieu Tien Bui
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Cu-Au mineralization of the Sin Quyen deposit in north Vietnam: A product of Cenozoic left-lateral movement along the Red River shear zone
errOre Geology Reviews
IF3.6
err2021-05-01
err11
PREAI
errDuong, Van-Hao; Trinh, Phan Trong; Nguyen, Thanh-Duong; Piestrzyski, Adam; Nguyen, Dinh Chau; Pieczonka, Jadwiga; Ngo, Xuan Dac; Van, Phong Tran; Pham, Binh Thai; Nguyen-Van, Huong; Van, Liem Ngo; Bui, Dieu Tien; Khac, Dang Vu; Bui, Chi Tien
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Assessment of Gini-, entropy- and ratio-based classification trees for groundwater potential modelling and prediction
errGEOCARTO INTERNATIONAL
IF3.5
err2021-02-02
err16
PREAI
errRahmati, Omid; Avand, Mohammadtaghi; Yarian, Peyman; Tiefenbacher, John P.; Azareh, Ali; Bui, Dieu Tien
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Research Directions

No research directions
Co-authors
Cooperation Journals
B
Biswajeet Pradhan
H-index: 145 · Papers: 1.1K
M
Marc A. Rosen
H-index: 121 · Papers: 1.3K
A
Artemi Cerdà
H-index: 103 · Papers: 720
V
Vijay P. Singh
H-index: 103 · Papers: 1.1K
H
Hamid Reza Pourghasemi
H-index: 98 · Papers: 376
View more