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Lista de obras de Dieu Tien Bui

A Bayesian Framework Based on Gaussian Mixture Model and Radial Basis Function Fisher Discriminant Analysis for Flood Spatial Prediction (BayGmmKda V1.1)

A Bayesian framework based on a Gaussian mixture model and radial-basis-function Fisher discriminant analysis (BayGmmKda V1.1) for spatial prediction of floods

artículo científico publicado en 2017

A Comparative Assessment Between the Application of Fuzzy Unordered Rules Induction Algorithm and J48 Decision Tree Models in Spatial Prediction of Shallow Landslides at Lang Son City, Vietnam

scholarly article published 2014

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

article by Binh Thai Pham et al published 19 February 2016 in Geotechnical and Geological Engineering

A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China

article

A New Approach Based on TensorFlow Deep Neural Networks with ADAM Optimizer and GIS for Spatial Prediction of Forest Fire Danger in Tropical Areas

artículo científico publicado en 2023

A New Approach of Hybrid Bee Colony Optimized Neural Computing to Estimate the Soil Compression Coefficient for a Housing Construction Project

artículo científico publicado en 2019

A Novel Hybrid Approach Based on Instance Based Learning Classifier and Rotation Forest Ensemble for Spatial Prediction of Rainfall-Induced Shallow Landslides Using GIS

scholarly article published 4 May 2017

A Novel Hybrid Approach Based on Instance Based Learning Classifier and Rotation Forest Ensemble for Spatial Prediction of Rainfall-Induced Shallow Landslides using GIS

article by Quang-Khanh Nguyen et al published 13 May 2017 in Sustainability

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

article published in 2018

A Novel Hybrid Model of Rotation Forest Based Functional Trees for Landslide Susceptibility Mapping: A Case Study at Kon Tum Province, Vietnam

scholarly article published 6 October 2017

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

article by Dieu Tien Bui et al published 25 September 2018 in Remote Sensing

A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides

A Novel Swarm Intelligence-Harris Hawks Optimization for Spatial Assessment of Landslide Susceptibility

artículo científico publicado en 2019

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

artículo científico publicado en 2018

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

scholarly article by Kennedy Were et al published May 2015 in Ecological Indicators

A comparative study between popular statistical and machine learning methods for simulating volume of landslides

scholarly article by Ataollah Shirzadi et al published October 2017 in CATENA

A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)

scholarly article by Binh Thai Pham et al published October 2016 in Environmental Modelling and Software

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

A comparison of Support Vector Machines and Bayesian algorithms for landslide susceptibility modelling

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

artículo científico publicado en 2018

A comprehensive study of new hybrid models for Adaptive Neuro-Fuzzy Inference System (ANFIS) with Invasive Weed Optimization (IWO), Differential Evolution (DE), Firefly (FA), Particle Swarm Optimization (PSO) and Bees (BA) algorithms for spatial pred

A hybrid artificial intelligence approach using GIS-based neural-fuzzy inference system and particle swarm optimization for forest fire susceptibility modeling at a tropical area

scholarly article by Dieu Tien Bui et al published February 2017 in Agricultural and Forest Meteorology

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)

scholarly article by Viet-Ha Nhu et al published 6 February 2019 in Engineering with computers

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

scholarly article

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

scholarly article by Binh Thai Pham et al published February 2019 in CATENA

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

artículo científico publicado en 2019

A novel ensemble classifier of rotation forest and Naïve Bayer for landslide susceptibility assessment at the Luc Yen district, Yen Bai Province (Viet Nam) using GIS

scholarly article by Binh Thai Pham et al published 21 November 2016 in Geomatics, Natural Hazards and Risk

A novel ensemble modeling approach for the spatial prediction of tropical forest fire susceptibility using LogitBoost machine learning classifier and multi-source geospatial data

scholarly article by Mahyat Shafapour Tehrany et al published 11 September 2018 in Theoretical and Applied Climatology

A novel fuzzy K-nearest neighbor inference model with differential evolution for spatial prediction of rainfall-induced shallow landslides in a tropical hilly area using GIS

article by Dieu Tien Bui et al published 21 April 2016 in Landslides

A novel hybrid approach of Bayesian Logistic Regression and its ensembles for landslide susceptibility assessment

A novel hybrid artificial intelligence approach for flood susceptibility assessment

artículo científico publicado en 2017

A novel hybrid artificial intelligent approach based on neural fuzzy inference model and particle swarm optimization for horizontal displacement modeling of hydropower dam

A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)

article

A novel hybrid integration model using support vector machines and random subspace for weather-triggered landslide susceptibility assessment in the Wuning area (China)

article

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)

scholarly article by Dieu Tien Bui et al published 15 September 2018 in Engineering with computers

Adaptive Network Based Fuzzy Inference System with Meta-Heuristic Optimizations for International Roughness Index Prediction

artículo científico publicado en 2019

An Automated Python Language-Based Tool for Creating Absence Samples in Groundwater Potential Mapping

artículo científico publicado en 2019

An Integration of Least Squares Support Vector Machines and Firefly Optimization Algorithm for Flood Susceptible Modeling Using GIS

scholarly article published 6 October 2017

Analysis of Outbreak and Global Impacts of the COVID-19

artículo científico publicado en 2020

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

scientific article published on 21 January 2019

Bagging based Support Vector Machines for spatial prediction of landslides

Biomass estimation of Sonneratia caseolaris (l.) Engler at a coastal area of Hai Phong city (Vietnam) using ALOS-2 PALSAR imagery and GIS-based multi-layer perceptron neural networks

scholarly article by Tien Dat Pham et al published 20 December 2016 in GIScience & remote sensing

Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China)

article

Current status of radiotherapy in Vietnam, 2002.

artículo científico publicado en 2004

Design and implementation of site-specific rainfall-induced landslide early warning and monitoring system: a case study at Nam Dan landslide (Vietnam)

scholarly article by Quoc Anh Gian et al published 21 November 2017 in Geomatics, Natural Hazards and Risk

Detection and Prediction of Urban Expansion of Hanoi Area (Vietnam) Using SPOT-5 Satellite Imagery and Markov Chain Model

scholarly article published 6 October 2017

Enhancing Prediction Performance of Landslide Susceptibility Model Using Hybrid Machine Learning Approach of Bagging Ensemble and Logistic Model Tree

article

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. 2018, 10, 1538

scholarly article published in Remote Sensing

Estimating aboveground biomass of a mangrove plantation on the Northern coast of Vietnam using machine learning techniques with an integration of ALOS-2 PALSAR-2 and Sentinel-2A data

article

Estimating the incidence of malignant mesothelioma in Vietnam: a pilot descriptive cancer registration study

artículo científico publicado en 2016

GIS-Based Landslide Spatial Modeling Using Batch-Training Back-propagation Artificial Neural Network: A Study of Model Parameters

scholarly article published 6 October 2017

GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method

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

GIS-based spatial prediction of tropical forest fire danger using a new hybrid machine learning method

scholarly article by Dieu Tien Bui et al published November 2018 in Ecological Informatics

Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches

article

Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine

Hybrid Intelligent Model Based on Least Squares Support Vector Regression and Artificial Bee Colony Optimization for Time-Series Modeling and Forecasting Horizontal Displacement of Hydropower Dam

scholarly article published 2017

Hybrid Machine Learning Approaches for Landslide Susceptibility Modeling

scholarly article by Vu Nguyen et al published 12 February 2019 in Forests

Hybrid artificial intelligence approach based on neural fuzzy inference model and metaheuristic optimization for flood susceptibilitgy modeling in a high-frequency tropical cyclone area using GIS

scholarly article by Dieu Tien Bui et al published September 2016 in Journal of Hydrology

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

scholarly article by Binh Thai Pham et al published February 2017 in CATENA

Identification of areas prone to flash-flood phenomena using multiple-criteria decision-making, bivariate statistics, machine learning and their ensembles

artículo científico publicado en 2020

Identifying sources of dust aerosol using a new framework based on remote sensing and modelling

artículo científico publicado en 2020

Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony

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)

scholarly article by Sasan Vafaei et al published 25 January 2018 in Remote Sensing

Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms

artículo científico publicado en 2018

Landslide Detection and Susceptibility Mapping by AIRSAR Data Using Support Vector Machine and Index of Entropy Models in Cameron Highlands, Malaysia

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)

scholarly article by Binh Thai Pham et al published 17 September 2016 in Journal of the Indian Society of Remote Sensing

Landslide Susceptibility Assessment Using Bagging Ensemble Based Alternating Decision Trees, Logistic Regression and J48 Decision Trees Methods: A Comparative Study

Landslide Susceptibility Assessment at Mila Basin (Algeria): A Comparative Assessment of Prediction Capability of Advanced Machine Learning Methods

scholarly article by Abdelaziz Merghadi et al published 10 July 2018 in International Journal of Geo Information

Landslide Susceptibility Assessment at a Part of Uttarakhand Himalaya, India using GIS – based Statistical Approach of Frequency Ratio Method

Landslide Susceptibility Assessment at the Xiushui Area (China) Using Frequency Ratio Model

artículo científico publicado en 2015

Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models

article

Landslide Susceptibility Mapping Along the National Road 32 of Vietnam Using GIS-Based J48 Decision Tree Classifier and Its Ensembles

scholarly article by Dieu Tien Bui et al published 17 August 2013 in Lecture Notes in Geoinformation and Cartography

Landslide susceptibility analysis in the Hoa Binh province of Vietnam using statistical index and logistic regression

scholarly article by Dieu Tien Bui et al published 27 May 2011 in Natural Hazards

Landslide susceptibility assessment in the Hoa Binh province of Vietnam: A comparison of the Levenberg–Marquardt and Bayesian regularized neural networks

article

Landslide susceptibility assesssment in the Uttarakhand area (India) using GIS: a comparison study of prediction capability of naïve bayes, multilayer perceptron neural networks, and functional trees methods

Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS

scholarly article by Dieu Tien Bui et al published August 2012 in Computers and Geosciences

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

article

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

scholarly article by Binh Thai Pham et al published April 2019 in CATENA

Landslide susceptibility modelling using different advanced decision trees methods

Lightweight Unmanned Aerial Vehicle and Structure-from-Motion Photogrammetry for Generating Digital Surface Model for Open-Pit Coal Mine Area and Its Accuracy Assessment

article

Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern India

scientific article published on 28 February 2020

Meta optimization of an adaptive neuro-fuzzy inference system with grey wolf optimizer and biogeography-based optimization algorithms for spatial prediction of landslide susceptibility

scholarly article by Abolfazl Jaafari et al published April 2019 in CATENA

New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling

Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide Susceptibility

artículo científico publicado en 2020

Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods

artículo científico publicado en 2018

Novel Nature-Inspired Hybrids of Neural Computing for Estimating Soil Shear Strength

artículo científico publicado en 2019

Novel ensembles of COPRAS multi-criteria decision-making with logistic regression, boosted regression tree, and random forest for spatial prediction of gully erosion susceptibility

artículo científico publicado en 2019

Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan

artículo científico publicado en 2015

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

scholarly article by Tien Dat Pham et al published 23 February 2018 in Environmental Earth Sciences

Predicting earthquake-induced soil liquefaction based on a hybridization of kernel Fisher discriminant analysis and a least squares support vector machine: a multi-dataset study

scholarly article by Nhat-Duc Hoang & Dieu Tien Bui published 30 July 2016 in Bulletin of Engineering Geology and the Environment

Prediction of Pullout Behavior of Belled Piles through Various Machine Learning Modelling Techniques

scientific article published on 24 August 2019

Prediction of shear strength of soft soil using machine learning methods

scholarly article by Binh Thai Pham et al published July 2018 in CATENA

Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network

scholarly article by Dieu Tien Bui et al published October 2018 in Advanced Engineering Informatics

Prevalence of cervical human papilloma virus infection among married women in Vietnam, 2011.

artículo científico publicado en 2012

Prevalence of cervical infection with HPV type 16 and 18 in Vietnam: implications for vaccine campaign

artículo científico publicado en 2013

Rainfall-induced landslide susceptibility assessment at the Chongren area (China) using frequency ratio, certainty factor, and index of entropy

article

Reducing the impacts of intra-class spectral variability on the accuracy of soft classification and super-resolution mapping of shoreline

Regional prediction of landslide hazard using probability analysis of intense rainfall in the Hoa Binh province, Vietnam

article

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

Shallow landslide susceptibility assessment using a novel hybrid intelligence approach

artículo científico publicado en 2017

Slope Stability Evaluation Using Radial Basis Function Neural Network, Least Squares Support Vector Machines, and Extreme Learning Machine

scholarly article published 2017

Slope Stability Monitoring Using Novel Remote Sensing Based Fuzzy Logic

scientific article published on 24 October 2019

Spatial Landslide Susceptibility Assessment Based on Novel Neural-Metaheuristic Geographic Information System Based Ensembles

scientific article published on 29 October 2019

Spatial Prediction of Landslide Hazard at the Yihuang Area (China): A Comparative Study on the Predictive Ability of Backpropagation Multi-layer Perceptron Neural Networks and Radial Basic Function Neural Networks

artículo científico publicado en 2015

Spatial Prediction of Rainfall-Induced Landslides Using Aggregating One-Dependence Estimators Classifier

article published in 2018

Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam)

scholarly article by Dieu Tien Bui et al published May 2019 in Journal of Environmental Management

Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree

article

Spatial prediction of groundwater spring potential mapping based on an adaptive neuro-fuzzy inference system and metaheuristic optimization

article

Spatial prediction of landslide hazard at the Luxi area (China) using support vector machines

article

Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines

article

Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models

article

Spatial prediction of landslide susceptibility using data mining-based kernel logistic regression, naive Bayes and RBFNetwork models for the Long County area (China)

article

Spatial prediction of landslide susceptibility using integrated frequency ratio with entropy and support vector machines by different kernel functions

Spatial prediction of landslides using a hybrid machine learning approach based on Random Subspace and Classification and Regression Trees

scholarly article by Binh Thai Pham et al published February 2018 in Geomorphology

Spatial prediction of rainfall-induced landslides for the Lao Cai area (Vietnam) using a hybrid intelligent approach of least squares support vector machines inference model and artificial bee colony optimization

scholarly article by Dieu Tien Bui et al published 25 April 2016 in Landslides

Spatial prediction of rainfall-induced shallow landslides using gene expression programming integrated with GIS: a case study in Vietnam

article

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

scholarly article by Dieu Tien Bui et al published 22 April 2016 in International Journal of Digital Earth

Tropical Forest Fire Susceptibility Mapping at the Cat Ba National Park Area, Hai Phong City, Vietnam, Using GIS-Based Kernel Logistic Regression

scholarly article by Dieu Tien Bui et al published 20 April 2016 in Remote Sensing

Uncertainties of prediction accuracy in shallow landslide modeling: Sample size and raster resolution

article by Ataollah Shirzadi et al published July 2019 in CATENA

Wildfire Probability Mapping: Bivariate vs. Multivariate Statistics

scholarly article by Abolfazl Jaafari et al published 13 March 2019 in Remote Sensing

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

scholarly article by Tien Dat Pham et al published September 2018 in Ocean and Coastal Management

iGeoTrans – a novel iOS application for GPS positioning in geosciences

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