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Enhancing the accuracy of rainfall-induced landslide prediction along mountain roads with a GIS-based random forest classifier.
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- Bulletin of Engineering Geology & the Environment, 2019, v. 78, n. 4, p. 2835, doi. 10.1007/s10064-018-1273-y
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- Article
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.
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- Bulletin of Engineering Geology & the Environment, 2018, v. 77, n. 1, p. 191, doi. 10.1007/s10064-016-0924-0
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- Article
Automatic Detection of Concrete Spalling Using Piecewise Linear Stochastic Gradient Descent Logistic Regression and Image Texture Analysis.
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- Complexity, 2019, p. 1, doi. 10.1155/2019/5910625
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- Article
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.
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- Landslides, 2017, v. 14, n. 2, p. 447, doi. 10.1007/s10346-016-0711-9
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- Article
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.
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- Landslides, 2017, v. 14, n. 1, p. 1, doi. 10.1007/s10346-016-0708-4
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- Article
Automatic Impervious Surface Area Detection Using Image Texture Analysis and Neural Computing Models with Advanced Optimizers.
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- Computational Intelligence & Neuroscience, 2021, p. 1, doi. 10.1155/2021/8820116
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- Article
Image Processing-Based Detection of Pipe Corrosion Using Texture Analysis and Metaheuristic-Optimized Machine Learning Approach.
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- Computational Intelligence & Neuroscience, 2019, p. 1, doi. 10.1155/2019/8097213
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- Article
Image Processing-Based Recognition of Wall Defects Using Machine Learning Approaches and Steerable Filters.
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- Computational Intelligence & Neuroscience, 2018, p. 1, doi. 10.1155/2018/7913952
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- Article
Automatic Recognition of Asphalt Pavement Cracks Based on Image Processing and Machine Learning Approaches: A Comparative Study on Classifier Performance.
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- Mathematical Problems in Engineering, 2018, p. 1, doi. 10.1155/2018/6290498
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- Article
Leveraging a Hybrid Machine Learning Approach for Compressive Strength Estimation of Roller-Compacted Concrete with Recycled Aggregates.
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- Mathematics (2227-7390), 2024, v. 12, n. 16, p. 2542, doi. 10.3390/math12162542
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- Article
Predicting Compressive Strength of High-Performance Concrete Using Hybridization of Nature-Inspired Metaheuristic and Gradient Boosting Machine.
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- Mathematics (2227-7390), 2024, v. 12, n. 8, p. 1267, doi. 10.3390/math12081267
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- Article
Machine Learning-Based Estimation of the Compressive Strength of Self-Compacting Concrete: A Multi-Dataset Study.
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- Mathematics (2227-7390), 2022, v. 10, n. 20, p. 3771, doi. 10.3390/math10203771
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- Article
Evaluation of Different Machine Learning Models for Predicting Soil Erosion in Tropical Sloping Lands of Northeast Vietnam.
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- Applied & Environmental Soil Science, 2021, p. 1, doi. 10.1155/2021/6665485
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- Article
Concrete Spalling Severity Classification Using Image Texture Analysis and a Novel Jellyfish Search Optimized Machine Learning Approach.
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- Advances in Civil Engineering, 2021, p. 1, doi. 10.1155/2021/5551555
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- Article
Remote Sensing–Based Urban Green Space Detection Using Marine Predators Algorithm Optimized Machine Learning Approach.
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- Mathematical Problems in Engineering, 2021, p. 1, doi. 10.1155/2021/5586913
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- Article
A Proof-of-Concept Study of Stability Monitoring of Implant Structure by Deep Learning of Local Vibrational Characteristics.
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- Journal of Sensor & Actuator Networks, 2024, v. 13, n. 5, p. 52, doi. 10.3390/jsan13050052
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- Article
Structural Condition Assessment of Steel Anchorage Using Convolutional Neural Networks and Admittance Response.
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- Buildings (2075-5309), 2024, v. 14, n. 6, p. 1635, doi. 10.3390/buildings14061635
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- Article
An approach based on socio-politically optimized neural computing network for predicting shallow landslide susceptibility at tropical areas.
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- Environmental Earth Sciences, 2021, v. 80, n. 7, p. 1, doi. 10.1007/s12665-021-09525-6
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- Article
A New Hybrid Firefly–PSO Optimized Random Subspace Tree Intelligence for Torrential Rainfall-Induced Flash Flood Susceptible Mapping.
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- Remote Sensing, 2020, v. 12, n. 17, p. 2688, doi. 10.3390/rs12172688
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- Article
A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides.
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- Remote Sensing, 2018, v. 10, n. 10, p. 1538, doi. 10.3390/rs10101538
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- Article
Modeling Punching Shear Capacity of Fiber-Reinforced Polymer Concrete Slabs: A Comparative Study of Instance-Based and Neural Network Learning.
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- Applied Computational Intelligence & Soft Computing, 2017, p. 1, doi. 10.1155/2017/9897078
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- Article
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.
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- Sensors (14248220), 2018, v. 18, n. 11, p. 3704, doi. 10.3390/s18113704
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- Article
Estimation of algal colonization growth on mortar surface using a hybridization of machine learning and metaheuristic optimization.
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- Sādhanā: Academy Proceedings in Engineering Sciences, 2017, v. 42, n. 6, p. 929, doi. 10.1007/s12046-017-0652-6
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- Article
Analytical impedance model for piezoelectric‐based smart Strand and its feasibility for prestress force prediction.
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- Structural Control & Health Monitoring, 2022, v. 29, n. 11, p. 1, doi. 10.1002/stc.3061
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- Article
A New Approach of Hybrid Bee Colony Optimized Neural Computing to Estimate the Soil Compression Coefficient for a Housing Construction Project.
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- Applied Sciences (2076-3417), 2019, v. 9, n. 22, p. 4912, doi. 10.3390/app9224912
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- Article
Image Processing-Based Spall Object Detection Using Gabor Filter, Texture Analysis, and Adaptive Moment Estimation (Adam) Optimized Logistic Regression Models.
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- Advances in Civil Engineering, 2020, p. 1, doi. 10.1155/2020/8829715
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- Article
A Novel Approach for Automatic Detection of Concrete Surface Voids Using Image Texture Analysis and History-Based Adaptive Differential Evolution Optimized Support Vector Machine.
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- Advances in Civil Engineering, 2020, p. 1, doi. 10.1155/2020/4190682
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- Article
Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach.
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- Computational Intelligence & Neuroscience, 2018, p. 1, doi. 10.1155/2018/1312787
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- Article
A Self-Adaptive Fuzzy Inference Model Based on Least Squares SVM for Estimating Compressive Strength of Rubberized Concrete.
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- International Journal of Information Technology & Decision Making, 2016, v. 15, n. 3, p. 603, doi. 10.1142/S0219622016500140
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- Article
Computer Vision-Based Patched and Unpatched Pothole Classification Using Machine Learning Approach Optimized by Forensic-Based Investigation Metaheuristic.
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- Complexity, 2021, p. 1, doi. 10.1155/2021/3511375
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- Article
Prediction of Pile Bearing Capacity Using Opposition-Based Differential Flower Pollination-Optimized Least Squares Support Vector Regression (ODFP-LSSVR).
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- Advances in Civil Engineering, 2022, p. 1, doi. 10.1155/2022/7183700
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- Article
A Novel Approach for Detection of Pavement Crack and Sealed Crack Using Image Processing and Salp Swarm Algorithm Optimized Machine Learning.
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- Advances in Civil Engineering, 2022, p. 1, doi. 10.1155/2022/9193511
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- Article
An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction.
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- Advances in Civil Engineering, 2018, p. 1, doi. 10.1155/2018/7419058
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- Article
Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding.
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- Advances in Civil Engineering, 2018, p. 1, doi. 10.1155/2018/3924120
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- Article
Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model.
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- Advances in Civil Engineering, 2016, p. 1, doi. 10.1155/2016/2861380
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- Article
Optimizing Construction Project Labor Utilization Using Differential Evolution: A Comparative Study of Mutation Strategies.
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- Advances in Civil Engineering, 2015, v. 2015, p. 1, doi. 10.1155/2015/108780
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- Article
A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles.
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- Neural Computing & Applications, 2023, v. 35, n. 5, p. 3825, doi. 10.1007/s00521-022-07896-w
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- Article
Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2021, v. 25, n. 20, p. 12839, doi. 10.1007/s00500-021-06086-5
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- Article
Spatial prediction of rainfall-induced shallow landslides using gene expression programming integrated with GIS: a case study in Vietnam.
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- Natural Hazards, 2018, v. 92, n. 3, p. 1871, doi. 10.1007/s11069-018-3286-z
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- Article
Typhoon-induced slope collapse assessment using a novel bee colony optimized support vector classifier.
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- Natural Hazards, 2015, v. 78, n. 3, p. 1961, doi. 10.1007/s11069-015-1813-8
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- Article
Entrepreneurs' Leadership Experiences with Specific Regard to Mentorship.
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- Journal of Leadership, Accountability & Ethics, 2017, v. 14, n. 3, p. 91
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- Article
Metaheuristic Optimized Edge Detection for Recognition of Concrete Wall Cracks: A Comparative Study on the Performances of Roberts, Prewitt, Canny, and Sobel Algorithms.
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- Advances in Civil Engineering, 2018, p. 1, doi. 10.1155/2018/7163580
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- Article
Fast Local Laplacian-Based Steerable and Sobel Filters Integrated with Adaptive Boosting Classification Tree for Automatic Recognition of Asphalt Pavement Cracks.
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- Advances in Civil Engineering, 2018, p. 1, doi. 10.1155/2018/5989246
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- Article
Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model.
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- Neural Computing & Applications, 2020, v. 32, n. 11, p. 7289, doi. 10.1007/s00521-019-04258-x
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- Article
Estimating construction duration of diaphragm wall using firefly-tuned least squares support vector machine.
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- Neural Computing & Applications, 2018, v. 30, n. 8, p. 2489, doi. 10.1007/s00521-017-2840-z
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- Article
Predicting Rainfall-Induced Soil Erosion Based on a Hybridization of Adaptive Differential Evolution and Support Vector Machine Classification.
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- Mathematical Problems in Engineering, 2021, p. 1, doi. 10.1155/2021/6647829
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- Article
Estimating landslide occurrence via small watershed method with relevance vector machine.
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- Earth Science Informatics, 2020, v. 13, n. 2, p. 249, doi. 10.1007/s12145-019-00419-7
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- Article
Image Processing-Based Pitting Corrosion Detection Using Metaheuristic Optimized Multilevel Image Thresholding and Machine-Learning Approaches.
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- Mathematical Problems in Engineering, 2020, p. 1, doi. 10.1155/2020/6765274
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- Article
Fuzzy clustering chaotic-based differential evolution for resource leveling in construction projects.
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- Journal of Civil Engineering & Management, 2017, v. 23, n. 1, p. 113, doi. 10.3846/13923730.2014.982699
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- Article
Cash flow prediction for construction project using a novel adaptive time-dependent least squares support vector machine inference model.
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- Journal of Civil Engineering & Management, 2015, v. 21, n. 6, p. 679, doi. 10.3846/13923730.2014.893906
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- Article