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1

Hybrid integration of Multilayer Perceptron Neural Networks and machine learning ensembles for landslide susceptibility assessment at Himalayan area (India) using GIS

Pham, Binh Thai, Tien Bui, Dieu, Prakash, Indra, Dholakia, M.B.

Journal:

Year:

2017

Language:

english

File:

PDF, 7.24 MB

english, 2017

2

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

Bui, Dieu Tien, Ngo, Phuong-Thao Thi, Pham, Tien Dat, Jaafari, Abolfazl, Minh, Nguyen Quang, Hoa, Pham Viet, Samui, Pijush

Journal:

Year:

2019

Language:

english

File:

PDF, 6.51 MB

english, 2019

3

Crime rate detection using social media of different crime locations and Twitter part-of-speech tagger with Brown clustering

Vo, Thanh, Sharma, Rohit, Kumar, Raghvendra, Son, Le Hoang, Pham, Binh Thai, Tien Bui, Dieu, Priyadarshini, Ishaani, Sarkar, Manash, Le, Tuong

Journal:

Journal of Intelligent & Fuzzy Systems

Year:

2020

Language:

english

File:

PDF, 569 KB

english, 2020

4

A New Intelligence Approach Based on GIS-Based Multivariate Adaptive Regression Splines and Metaheuristic optimization for Predicting Flash Flood Susceptible Areas at High-frequency Tropical Typhoon Area

Bui, Dieu Tien, Hoang, Nhat-Duc, Pham, Tien-Dat, Ngo, Phuong-Thao Thi, Hoa, Pham Viet, Minh, Nguyen Quang, Tran, Xuan-Truong, Samui, Pijush

Journal:

Journal of Hydrology

Year:

2019

Language:

english

File:

PDF, 6.12 MB

english, 2019

5

Green recruitment and selection: an insight into green patterns

Pham, Do Dieu Thu, PaillÃ©, Pascal

Journal:

International Journal of Manpower

Year:

2020

File:

PDF, 210 KB

2020

6

Energy supply, demand, and policy in Viet Nam, with future projections

Pham Khanh Toan, Nguyen Minh Bao, Nguyen Ha Dieu

Journal:

Year:

2011

Language:

english

File:

PDF, 2.26 MB

english, 2011

7

A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010–2018

Pham, Tien Dat, Xia, Junshi, Ha, Nam Thang, Bui, Dieu Tien, Le, Nga Nhu, Tekeuchi, Wataru

Journal:

Year:

2019

Language:

english

File:

PDF, 32.11 MB

english, 2019

8

Depositional environment and reservoir quality of Miocene sediments in the central part of the Nam Con Son Basin, southern Vietnam shelf

Dung, Bui Viet, Tuan, Hoang Anh, Van Kieu, Nguyen, Man, Ha Quang, Thanh Thuy, Nguyen Thi, Dieu Huyen, Pham Thi

Journal:

Marine and Petroleum Geology

Year:

2018

Language:

english

File:

PDF, 17.00 MB

english, 2018

9

A novel artificial intelligence approach based on Multi-layer Perceptron Neural Network and Biogeography-based Optimization for predicting coefficient of consolidation of soil

Pham, Binh Thai, Nguyen, Manh Duc, Bui, Kien-Trinh Thi, Prakash, Indra, Chapi, Kamran, Bui, Dieu Tien

Journal:

Year:

2019

Language:

english

File:

PDF, 2.86 MB

english, 2019

10

A Comparative Study of Least Square Support Vector Machines and Multiclass Alternating Decision Trees for Spatial Prediction of Rainfall-Induced Landslides in a Tropical Cyclones Area

Pham, Binh Thai, Tien Bui, Dieu, Dholakia, M. B., Prakash, Indra, Pham, Ha Viet

Journal:

Geotechnical and Geological Engineering

Year:

2016

Language:

english

File:

PDF, 6.45 MB

english, 2016

11

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

Pham, Binh Thai, Prakash, Indra, Singh, Sushant K., Shirzadi, Ataollah, Shahabi, Himan, Tran, Thi-Thu-Trang, Bui, Dieu Tien

Journal:

Year:

2019

Language:

english

File:

PDF, 6.92 MB

english, 2019

12

New neural fuzzy-based machine learning ensemble for enhancing the prediction accuracy of flood susceptibility mapping

Costache, Romulus, ÈÃ®ncu, Roxana, Elkhrachy, Ismail, Pham, Quoc Bao, Popa, Mihnea Cristian, Diaconu, Daniel Constantin, Avand, Mohammadtaghi, Costache, Iulia, Arabameri, Alireza, Bui, Dieu Tien

Journal:

Hydrological Sciences Journal

Year:

2020

File:

PDF, 11.35 MB

2020

13

Inferring air pollution from air quality index by different geographical areas: case study in India

Sharma, Rohit, Kumar, Raghvendra, Sharma, Devendra Kumar, Son, Le Hoang, Priyadarshini, Ishaani, Pham, Binh Thai, Tien Bui, Dieu, Rai, Sakshi

Journal:

Air Quality, Atmosphere & Health

Year:

2019

Language:

english

File:

PDF, 660 KB

english, 2019

14

A novel ensemble learning based on Bayesian Belief Network coupled with an extreme learning machine for flash flood susceptibility mapping

Shirzadi, Ataollah, Asadi, Shahrokh, Shahabi, Himan, Ronoud, Somayeh, Clague, John J., Khosravi, Khabat, Pham, Binh Thai, Ahmad, Baharin Bin, Bui, Dieu Tien

Journal:

Engineering Applications of Artificial Intelligence

Year:

2020

File:

PDF, 9.18 MB

2020

15

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Bui, Dieu Tien, Hoang, Nhat-Duc, Martínez-Álvarez, Francisco, Ngo, Phuong-Thao Thi, Hoa, Pham Viet, Pham, Tien Dat, Samui, Pijush, Costache, Romulus

Journal:

Science of The Total Environment

Year:

2019

Language:

english

File:

PDF, 3.56 MB

english, 2019

16

A hybrid machine learning ensemble approach based on a Radial Basis Function neural network and Rotation Forest for landslide susceptibility modeling: a case study in the Himalayan area, India

Thai Pham, Binh, Shirzadi, Ataollah, Tien Bui, Dieu, Prakash, Indra, Dholakia, M.B

Journal:

International Journal of Sediment Research

Year:

2017

Language:

english

File:

PDF, 7.61 MB

english, 2017

17

Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)

Hong, Haoyuan, Liu, Junzhi, Bui, Dieu Tien, Pradhan, Biswajeet, Acharya, Tri Dev, Pham, Binh Thai, Zhu, A-Xing, Chen, Wei, Ahmad, Baharin Bin

Journal:

Year:

2018

Language:

english

File:

PDF, 2.53 MB

english, 2018

18

Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study

Ngoc-Thach, Nguyen, Bao-Toan Ngo, Dang, Xuan-Canh, Pham, Hong-Thi, Nguyen, Hang Thi, Bui, NhatDuc, Hoang, Dieu, Tien Bui

Journal:

Ecological Informatics

Year:

2018

Language:

english

File:

PDF, 3.02 MB

english, 2018

19

A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers

Thai Pham, Binh, Prakash, Indra, Dou, Jie, Singh, Sushant K., Trinh, Phan Trong, Trung Tran, Hieu, Minh Le, Tu, Tran, Van Phong, Kim Khoi, Dang, Shirzadi, Ataollah, Tien Bui, Dieu

Journal:

Geocarto International

Year:

2018

Language:

english

File:

PDF, 2.69 MB

english, 2018

20

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

Nhu, Viet-Ha, Hoang, Nhat-Duc, Nguyen, Hieu, Ngo, Phuong Thao Thi, Thanh Bui, Tinh, Hoa, Pham Viet, Samui, Pijush, Tien Bui, Dieu

Journal:

Year:

2020

Language:

english

File:

PDF, 7.10 MB

english, 2020

21

[IEEE 2019 6th NAFOSTED Conference on Information and Computer Science (NICS) - Hanoi, Vietnam (2019.12.12-2019.12.13)] 2019 6th NAFOSTED Conference on Information and Computer Science (NICS) - Smooth Viewport Bitrate Adaptation for 360 Video Streaming

Dieu Huong, Hoang Le, Nguyen, Duc V., Huong, Truong Thu, Ngoc Nam, Pham, Thang, Truong Cong

Year:

2019

File:

PDF, 9.17 MB

2019

22

Willingness to pay for mangrove restoration in the context of climate change in the Cat Ba biosphere reserve, Vietnam

Pham, Tien Dat, Kaida, Naoko, Yoshino, Kunihiko, Nguyen, Xuan Huu, Nguyen, Hao Thi, Bui, Dieu Tien

Journal:

Ocean & Coastal Management

Year:

2018

Language:

english

File:

PDF, 1.09 MB

english, 2018

23

Spatial predicting of flood potential areas using novel hybridizations of fuzzy decision-making, bivariate statistics, and machine learning

Costache, Romulus, Popa, Mihnea Cristian, Tien Bui, Dieu, Diaconu, Daniel Constantin, Ciubotaru, Nicu, Minea, Gabriel, Pham, Quoc Bao

Journal:

Journal of Hydrology

Year:

2020

File:

PDF, 7.59 MB

2020

24

A comparison study of DRASTIC methods with various objective methods for groundwater vulnerability assessment

Khosravi, Khabat, Sartaj, Majid, Tsai, Frank T.-C., Singh, Vijay P., Kazakis, Nerantzis, Melesse, Assefa M., Prakash, Indra, Tien Bui, Dieu, Pham, Binh Thai

Journal:

Science of The Total Environment

Year:

2018

Language:

english

File:

PDF, 4.17 MB

english, 2018

25

Evaluating GIS-Based Multiple Statistical Models and Data Mining for Earthquake and Rainfall-Induced Landslide Susceptibility Using the LiDAR DEM

Dou, Jie, Yunus, Ali P., Tien Bui, Dieu, Sahana, Mehebub, Chen, Chi-Wen, Zhu, Zhongfan, Wang, Weidong, Pham, Binh Thai

Journal:

Year:

2019

Language:

english

File:

PDF, 5.61 MB

english, 2019

26

GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks

Tien Bui, Dieu, Ho, Tien-Chung, Pradhan, Biswajeet, Pham, Binh-Thai, Nhu, Viet-Ha, Revhaug, Inge

Journal:

Environmental Earth Sciences

Year:

2016

Language:

english

File:

PDF, 5.95 MB

english, 2016

27

Multi-Hazard Exposure Mapping Using Machine Learning Techniques: A Case Study from Iran

Rahmati, Omid, Yousefi, Saleh, Kalantari, Zahra, Uuemaa, Evelyn, Teimurian, Teimur, Keesstra, Saskia, Pham, Tien, Tien Bui, Dieu

Journal:

Year:

2019

Language:

english

File:

PDF, 5.06 MB

english, 2019

28

A novel hybrid artificial intelligence approach for flood susceptibility assessment

Chapi, Kamran, Singh, Vijay P., Shirzadi, Ataollah, Shahabi, Himan, Bui, Dieu Tien, Pham, Binh Thai, Khosravi, Khabat

Journal:

Environmental Modelling & Software

Year:

2017

Language:

english

File:

PDF, 6.55 MB

english, 2017

29

CdTe and CdSe quantum dots: synthesis, characterizations and applications in agriculture

Ung, Thi Dieu Thuy, Tran, Thi Kim Chi, Pham, Thu Nga, Nguyen, Duc Nghia, Dinh, Duy Khang, Nguyen, Quang Liem

Journal:

Advances in Natural Sciences: Nanoscience and Nanotechnology

Year:

2012

Language:

english

File:

PDF, 1.71 MB

english, 2012

30

A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides

Tien Bui, Dieu, Shahabi, Himan, Shirzadi, Ataollah, Chapi, Kamran, Hoang, Nhat-Duc, Pham, Binh, Bui, Quang-Thanh, Tran, Chuyen-Trung, Panahi, Mahdi, Bin Ahamd, Baharin, Saro, Lee

Journal:

Year:

2018

Language:

english

File:

PDF, 5.05 MB

english, 2018

31

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

Dou, Jie, Yunus, Ali P., Tien Bui, Dieu, Merghadi, Abdelaziz, Sahana, Mehebub, Zhu, Zhongfan, Chen, Chi-Wen, Khosravi, Khabat, Yang, Yong, Pham, Binh Thai

Journal:

Science of The Total Environment

Year:

2019

File:

PDF, 5.63 MB

2019

32

Optimized rule-based logistic model tree algorithm for mapping mangrove species using ALOS PALSAR imagery and GIS in the tropical region

Pham, Tien Dat, Bui, Dieu Tien, Yoshino, Kunihiko, Le, Nga Nhu

Journal:

Environmental Earth Sciences

Year:

2018

Language:

english

File:

PDF, 8.69 MB

english, 2018

33

Rich essential properties of boron, carbon, and nitrogen substituted germanenes

Pham, Hai Duong, Nguyen, Thi Dieu Hien, Vo, Khuong Dien, Huynh, Thi My Duyen, Lin, Ming-Fa

Journal:

Applied Physics Express

Year:

2020

File:

PDF, 17.30 MB

2020

34

A comparative study of sequential minimal optimization-based support vector machines, vote feature intervals, and logistic regression in landslide susceptibility assessment using GIS

Pham, Binh Thai, Tien Bui, Dieu, Prakash, Indra, Nguyen, Long Hoang, Dholakia, M. B.

Journal:

Environmental Earth Sciences

Year:

2017

Language:

english

File:

PDF, 10.74 MB

english, 2017

35

Marine Gravity Anomaly Mapping for the Gulf of Tonkin area (Vietnam) using Cryosat-2 and Saral/AltiKa satellite altimetry data

Nguyen, Van-Sang, Pham, Van-Tuyen, Van Nguyen, Lam, Baltazar Andersen, Ole, Forsberg, Rene, Tien Bui, Dieu

Journal:

Advances in Space Research

Year:

2020

File:

PDF, 4.34 MB

2020

36

Flood impact in the Mekong Delta, Vietnam

Balica, Stefania, Dinh, Quang, Popescu, Ioana, Vo, Thanh Q., Pham, Dieu Q.

Journal:

Journal of Maps

Year:

2014

Language:

english

File:

PDF, 318 KB

english, 2014

37

A study on size effect of carboxymethyl starch nanogel crosslinked by electron beam radiation

Doan Binh, Pham Thi Thu Hong, Nguyen Ngoc Duy, Nguyen Thanh Duoc, Nguyen Nguyet Dieu

Journal:

Radiation Physics and Chemistry

Year:

2012

Language:

english

File:

PDF, 894 KB

english, 2012

38

Shallow landslide susceptibility assessment using a novel hybrid intelligence approach

Shirzadi, Ataollah, Bui, Dieu Tien, Pham, Binh Thai, Solaimani, Karim, Chapi, Kamran, Kavian, Ataollah, Shahabi, Himan, Revhaug, Inge

Journal:

Environmental Earth Sciences

Year:

2017

Language:

english

File:

PDF, 5.80 MB

english, 2017

39

Limonoids From Choerospondias axillaris

Phan, Nguyen Huu Toan, Thuan, Nguyen Thi Dieu, Hien, Nguyen Thi Thu, Huyen, Pham Van, Hanh, Tran Thi Hong, Vien, Le Thi, Hong Quang, Tran, Cuong, Nguyen Xuan, Nam, Nguyen Hoai, Van Kiem, Phan, Van Min

Journal:

Natural Product Communications

Year:

2020

File:

PDF, 783 KB

2020

40

Rotation forest fuzzy rule-based classifier ensemble for spatial prediction of landslides using GIS

Pham, Binh Thai, Tien Bui, Dieu, Prakash, Indra, Dholakia, M. B.

Journal:

Natural Hazards

Year:

2016

Language:

english

File:

PDF, 14.05 MB

english, 2016

41

AIP Conference Proceedings [Author(s) PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON APPLIED SCIENCES (ICAS-2) - Ho Chi Minh City, Vietnam (24–25 May 2018)] - Changes in total phenol, flavonoid contents and anti-Lactobacillus activity of Callisia fragrans due to extraction solvent

Le, Thom, Cao, Diem Kieu, Pham, Thanh Vy, Huynh, Tan Dat, Ta, Nhat Thuy Anh, Nguyen, Ngoc Thao Linh, Nguyen, Huu Thanh, Le, Hue Huong, Bui, Anh Vo, Truong, Dieu-Hien

Year:

2018

Language:

english

File:

PDF, 264 KB

english, 2018

42

[IEEE 2019 IEEE 27th International Requirements Engineering Conference Workshops (REW) - Jeju Island, Korea (South) (2019.9.23-2019.9.27)] 2019 IEEE 27th International Requirements Engineering Conference Workshops (REW) - Renovating Requirements Engineering: First Thoughts to Shape Requirements Engineering as a Profession

Pham, Yen Dieu, Montgomery, Lloyd, Maalej, Walid

Year:

2019

File:

PDF, 3.69 MB

2019

43

Child Desire Among Men and Women Living with HIV/AIDS in the Traditional Culture of Vietnam

Tran, Bach Xuan, Duong, Ha Dai, Nguyen, Anh Quynh, Pham, Linh Dieu, Tran, Tung Thanh, Latkin, Carl A.

Journal:

AIDS and Behavior

Year:

2018

Language:

english

File:

PDF, 719 KB

english, 2018

44

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Bui, Dieu Tien, Hoang, Nhat-Duc, Martínez-Álvarez, Francisco, Ngo, Phuong-Thao Thi, Hoa, Pham Viet, Pham, Tien Dat, Samui, Pijush, Costache, Romulus

Journal:

Science of The Total Environment

Year:

2019

File:

PDF, 3.56 MB

2019

45

Towards eco-agro industrial clusters in aquatic production: the case of shrimp processing industry in Vietnam

Pham Thi Anh, Tran Thi My Dieu, Arthur P.J. Mol, Carolien Kroeze, Simon R. Bush

Journal:

Journal of Cleaner Production

Year:

2011

Language:

english

File:

PDF, 898 KB

english, 2011

46

[ACM Press the 2nd International Workshop - Gothenburg, Sweden (2018.06.02-2018.06.02)] Proceedings of the 2nd International Workshop on Software Engineering Education for Millennials - SEEM '18 - A first implementation of a design thinking workshop during a mobile app development course project

Pham, Yen Dieu, Fucci, Davide, Maalej, Walid

Year:

2018

Language:

english

File:

PDF, 829 KB

english, 2018

47

Coastal Wetland Classification with Deep U-Net Convolutional Networks and Sentinel-2 Imagery: A Case Study at the Tien Yen Estuary of Vietnam

Dang, Kinh Bac, Nguyen, Manh Ha, Nguyen, Duc Anh, Phan, Thi Thanh Hai, Giang, Tuan Linh, Pham, Hoang Hai, Nguyen, Thu Nhung, Tran, Thi Thuy Van, Bui, Dieu Tien

Journal:

Year:

2020

File:

PDF, 13.86 MB

2020

48

Prediction of shear strength of soft soil using machine learning methods

Pham, Binh Thai, Son, Le Hoang, Hoang, Tuan-Anh, Nguyen, Duc-Manh, Tien Bui, Dieu

Journal:

Year:

2018

Language:

english

File:

PDF, 2.50 MB

english, 2018

49

Synthesis of Vanadium doped tantalum oxy-nitride for photocatalytic reduction of carbon dioxide under visible light

Thi Phuong Le Chi, Nguyen, Thi Dieu Cam, Nguyen, Van Thuan, Doan, Tam Truong, Thanh, Thi Thanh Truc, Nguyen, Van Hoang, Cao, Thi Thu Phuong, Tran, Pham, Thanh-Dong, Hung Thanh Tung, Mai, Thi Minh Thu,

Journal:

Applied Surface Science

Year:

2018

Language:

english

File:

PDF, 1.51 MB

english, 2018

50

Landslide Hazard Assessment Using Random SubSpace Fuzzy Rules Based Classifier Ensemble and Probability Analysis of Rainfall Data: A Case Study at Mu Cang Chai District, Yen Bai Province (Viet Nam)

Pham, Binh Thai, Tien Bui, Dieu, Pham, Ha Viet, Le, Hung Quoc, Prakash, Indra, Dholakia, M. B.

Journal:

Journal of the Indian Society of Remote Sensing

Year:

2016

Language:

english

File:

PDF, 6.98 MB

english, 2016

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