Bài báo ISI/SCOPUS

Peyman Yariyan, Saeid Janizadeh, Tran Van Phong, Huu Duy Nguyen, Romulus Costache, Hiep Van Le, Binh Thai Pham, Biswajeet Pradhan, John P. Tiefenbacher

Improvement of Best First Decision Trees UsingBagging and Dagging Ensembles for FloodProbability Mapping

2020

Water Resources Management

Vol.34, pp.3037-3053, https://doi.org/10.1007/s11269-020-02603-7

Chou, T.-Y., Hoang, T.-V., Fang, Y.-M., Nguyen, Q.-H., Lai, T. A., Pham, V.-M., V.-M., Vu, Bui, Q.-T

Swarm-based optimizer for convolutional neural network: An application for flood susceptibility mapping

2020

Transactions in GIS, doi:https://doi.org/10.1111/tgis.12715

Chinh Luu, Hieu Xuan Tran, Binh Thai Pham, Nadhir Al-Ansari, Thai Quoc Tran, Nga Quynh Duong, Nam Hai Dao, Lam Phuong Nguyen, Huu Duy Nguyen, Huong Thu Ta, Hiep Van Le, Jason von Meding

Framework of Spatial Flood Risk Assessment for a Case Study in Quang Binh Province, Vietnam

2020

Sustainability

Vol.12(7), Art 3058, https://doi.org/10.3390/su12073058

Phong Tung Nguyen, Duong Hai Ha, Huu Duy Nguyen, Tran Van Phong, Phan Trong Trinh, Nadhir Al-Ansari, Hiep Van Le, Binh Thai Pham, Lanh Si Ho, Indra Prakash

Improvement of credal decision trees using ensemble frameworks for groundwater potential modeling

2020

Sustainability

Vol.12(7), Art 2622, https://doi.org/10.3390/su12072622

Binh Thai Pham, Chongchong Qi, Lanh Si Ho, Trung Nguyen-Thoi, Nadhir Al-Ansari, Manh Duc Nguyen, Huu Duy Nguyen, Hai-Bang Ly, Hiep Van Le and Indra Prakash

A novel hybrid soft computing model using random forest and particle swarm optimization for estimation of undrained shear strength of soil

2020

Sustainability 2020

Vol.12(6), Art 2218

Thu Thuy Nguyen, Huu Hao Ngo, Wenshan Guo, Hong Quan Nguyen, Chinh Luu, Kinh Bac Dang, Yiwen Liu, Xinbo Zhang

New approach of water quantity vulnerability assessment using satellite images and GIS-based model: An application to a case study in Vietnam

2020

Science of the Total Environment

Vol.737, Art 139784

Huu-Duy Nguyen, Vu-Dong Pham, Quoc-Huy Nguyen, Van-Manh Pham, Minh Hai Pham, Van Manh Vu & Quang-Thanh Bui

An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application

2020

Remote Sensing Letters

Vol.11(4), pp.353-362, DOI: 10.1080/2150704X.2020.1716409

Minh Hai Pham, Thi Hoai Do, Van-Manh Pham, Quang-Thanh Bui

Mangrove forest classification and aboveground biomass estimation using an atom search algorithm and adaptive neuro-fuzzy inference system

2020

PLoS ONE

Vol.15(5), Art e0233110. https://doi.org/10.1371/journal.pone.0233110

Thi Ha Thanh Nguyen, Thi Quynh Nhu Thai, Van Tuan Tran, Thi Phin Pham, Quang Cuong Doan, Khac Hung Vu, Huong Giang Doan and Quang Thanh Bui

Land consolidation at the household level in the Red River Delta, Vietnam

2020

Land

Vol.9, 196

Alexandru-Ionuţ Petrişor, Walid Hamma, Huu Duy Nguyen, Giovanni Randazzo, Anselme Muzirafuti, Mari-Isabella Stan, Van Truong Tran, Roxana Aştefănoaiei, Quang-Thanh Bui, Dragoş-Florian Vintilă, Quang Hai Truong, Cristina Lixăndroiu, Diana-Doina Ţenea, Igor Sîrodoev, Ioan Ianoş

Degradation of coastlines under the pressure of urbanization and tourism: evidence on the change of land systems from Europe, Asia and Africa

2020

Land

Vol.9(8), 275, https://doi.org/10.3390/land9080275

Binh Thai Pham, Chinh Luu, Tran Van Phong, Huu Duy Nguyen, Hiep Van Le, Thai Quoc Tran, Huong Thu Ta, Indra Prakash

Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

2020

Journal of Hydrology

Vol.592, Art 125815, https://doi.org/10.1016/j.jhydrol.2020.125815

Phong Tung Nguyen, Duong Hai Ha, Abolfazl Jaafari, Huu Duy Nguyen, Tran Van Phong, Nadhir Al-Ansari, Indra Prakash, Hiep Van Le, Binh Thai Pham

Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

2020

International Journal of Environmental Research and Public Health

Vol.17(7), Art 2473, https://doi.org/10.3390/ijerph17072473

Viet-Ha Nhu, Ataollah Shirzadi, Himan Shahabi, Sushant K. Singh, Nadhir Al-Ansari, John J. Clague, Abolfazl Jaafari, Wei Chen, Shaghayegh Miraki, Jie Dou, Chinh Luu, Krzysztof Górski, Binh Thai Pham, Huu Duy Nguyen and Baharin Bin Ahmad

Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

2020

International Journal of Environmental Research and Public Health,

Vol.17(8), 2749

Binh Thai Pham, Abolfazl Jaafari, Trung Nguyen-Thoi, Tran Van Phong, HuuDuy Nguyen, Neelima Satyam, Md Masroor, Sufia Rehman, Haroon Sajjad, Mehebub Sahana, Hiep Van Le & Indra Prakash

Ensemble machine learning models based on Reduced ErrorPruning Tree for prediction of rainfall-induced landslides

2020

International Journal of Digital Earth,

DOI:10.1080/17538947.2020.1860145

V. D. Pham, Q. Nguyen, H. Nguyen, V. Pham, V. M. Vu and Q.T Bui

Convolutional neural network - optimized moth flame algorithm for shallow landslide susceptible analysis

2020

IEEE Access

Vol.8, pp.32727-32736, DOI: 10.1109/ACCESS.2020.2973415

Giang T.L., Dang K.B., Le Q.T., Nguyen V.G., Tong S.S., Pham V.M.

U-Net convolutional networks for mining land cover classification based on high-resolution UAV imagery

2020

IEEE Access

Vol.8, pp.186257-186273

Dang Kinh Bac, Dang Van Bao, Bui Quang Thanh, Nguyen Van Vuong, Pham Thi Phuong Nga, Ngo Van Liem

A Convolutional Neural Network for coast classification based on ALOS and NOAA satellite data

2020

IEEE Access

Vol.8, pp.11824-11839

Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, Hoang Phan Hai Yen, Tran Thi Tuyen, Vu Van Luong, Huu Duy Nguyen, Hiep Van Le, Loke Kok Foong

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

2020

Geoscience Frontiers

Vol.12(3), Art 101105, https://doi.org/10.1016/j.gsf.2020.11.003

Mehebub Sahana, Binh Thai Pham, Manas Shukla, Romulus Costache, Do Xuan Thu, Rabin Chakrabortty, Neelima Satyam, Huu Duy Nguyen, Tran Van Phong, Hiep Van Le, Subodh Chandra Pal, G Areendran, Kashif Imdad, Indra Prakash

Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier

2020

Geocarto International, DOI: https://doi.org/10.1080/10106049.2020.1837262

Felix Müller, Sabine Bicking, Kai Ahrendt, Dang Kinh Bac, Irmgard Blindow, Christine Fürstf, Peter Haaseg, Marion Kruse, Tim Kruse, Liwei Ma, Marie Perennes, Ivana Ruljevic, Gerald Schernewski, Claus-Georg Schimming

Assessing ecosystem service potentials to evaluate terrestrial, coastal and marine ecosystem types in Northern Germany – An expert-based matrix approach

2020

Ecological Indicators

Vol.112, Art 106116