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Faculty of Civil Engineering
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top-articles
Faculty of Civil Engineering
87
(top 1%)
papers
3.6K
(top 1%)
citations
37
(top 1%)
h
-index
59
(top 1%)
g
-index
92
all documents
3.9K
doc citations
700
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network
Automation in Construction
2018
221
2
A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area
Science of the Total Environment
2020
216
3
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
Landslides
2017
207
4
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
International Journal of Digital Earth
2016
117
5
Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network
Advanced Engineering Informatics
2018
117
6
A novel method for asphalt pavement crack classification based on image processing and machine learning
Engineering With Computers
2019
114
7
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
Landslides
2017
103
8
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
2018
101
9
Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area
Catena
2020
96
10
Spatial pattern assessment of tropical forest fire danger at Thuan Chau area (Vietnam) using GIS-based advanced machine learning algorithms: A comparative study
Ecological Informatics
2018
91
11
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
Bulletin of Engineering Geology and the Environment
2018
90
12
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)
Journal of Environmental Management
2019
87
13
Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment: A multinational data analysis
Expert Systems With Applications
2016
85
14
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides
Remote Sensing
2018
84
15
An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction
Advances in Civil Engineering
2018
80
16
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
Journal of Hydrology
2019
76
17
Punching shear capacity estimation of FRP-reinforced concrete slabs using a hybrid machine learning approach
Structure and Infrastructure Engineering
2016
75
18
Predicting electrical power output of combined cycle power plants using a novel artificial neural network optimized by electrostatic discharge algorithm
Measurement: Journal of the International Measurement Confederation
2022
74
19
A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems
Applied Soft Computing Journal
2020
73
20
Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding
Advances in Civil Engineering
2018
72
21
Groutability estimation of grouting processes with cement grouts using Differential Flower Pollination Optimized Support Vector Machine
Applied Soft Computing Journal
2016
67
22
Prediction of chloride diffusion in cement mortar using Multi-Gene Genetic Programming and Multivariate Adaptive Regression Splines
Measurement: Journal of the International Measurement Confederation
2017
64
23
Estimating punching shear capacity of steel fibre reinforced concrete slabs using sequential piecewise multiple linear regression and artificial neural network
Measurement: Journal of the International Measurement Confederation
2019
63
24
Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model
Advances in Civil Engineering
2016
61
25
Automatic detection of asphalt pavement raveling using image texture based feature extraction and stochastic gradient descent logistic regression
Automation in Construction
2019
61
26
A Bayesian framework based on a Gaussian mixture model and radial-basis-function Fisher discriminant analysis (BayGmmKda V1.1) for spatial prediction of floods
Geoscientific Model Development
2017
57
27
Enhancing the accuracy of rainfall-induced landslide prediction along mountain roads with a GIS-based random forest classifier
Bulletin of Engineering Geology and the Environment
2019
54
28
A Novel GIS-Based Random Forest Machine Algorithm for the Spatial Prediction of Shallow Landslide Susceptibility
Forests
2020
54
29
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)
Engineering With Computers
2019
53
30
Bolt-Loosening Monitoring Framework Using an Image-Based Deep Learning and Graphical Model
Sensors
2020
49
31
Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithms
Geomatics, Natural Hazards and Risk
2021
48
32
Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach
Computational Intelligence and Neuroscience
2019
46
33
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)
Engineering With Computers
2020
46
34
A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping
Remote Sensing
2020
46
35
Vision-based autonomous bolt-looseness detection method for splice connections: Design, lab-scale evaluation, and field application
Automation in Construction
2021
46
36
Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach
Advanced Engineering Informatics
2019
44
37
Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance
Mathematical Problems in Engineering
2018
39
38
Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model
Neural Computing and Applications
2020
38
39
Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam
Advanced Engineering Informatics
2019
37
40
Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters
Computational Intelligence and Neuroscience
2018
36
41
Metaheuristic Optimized Edge Detection for Recognition of Concrete Wall Cracks: A Comparative Study on the Performances of Roberts, Prewitt, Canny, and Sobel Algorithms
Advances in Civil Engineering
2018
35
42
Prediction of interface yield stress and plastic viscosity of fresh concrete using a hybrid machine learning approach
Advanced Engineering Informatics
2020
35
43
Influences of fiber reinforced polymer layer on the dynamic deflection of concrete pipes containing nanoparticle subjected to earthquake load
Polymer Composites
2021
34
44
Typhoon-induced slope collapse assessment using a novel bee colony optimized support vector classifier
Natural Hazards
2015
33
45
Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis
Complexity
2019
33
46
A Swarm-Optimized Fuzzy Instance-based Learning approach for predicting slope collapses in mountain roads
Knowledge-Based Systems
2015
30
47
A Novel Hybrid Approach Based on Instance Based Learning Classifier and Rotation Forest Ensemble for Spatial Prediction of Rainfall-Induced Shallow Landslides using GIS
Sustainability
2017
30
48
Sensor Fault Diagnosis for Impedance Monitoring Using a Piezoelectric-Based Smart Interface Technique
Sensors
2020
28
49
Deep learning-based autonomous damage-sensitive feature extraction for impedance-based prestress monitoring
Engineering Structures
2022
28
50
Spatial prediction of rainfall-induced shallow landslides using gene expression programming integrated with GIS: a case study in Vietnam
Natural Hazards
2018
27
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