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#	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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