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Huynh, Thanh-Canh / Hoang, Nhat-Duc / Pham, Quang-Quang / Truong, Gia Toai / Nguyen, Thanh-Truong: Electromechanical admittance-based automatic damage assessment in plate structures via one-dimensional CNN-based deep learning models. In: Frontiers of Structural and Civil Engineering.
https://doi.org/10.1007/s11709-024-1125-8
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Dang, Ngoc-Loi / Phan, Ngoc-Tuong-Vy / Hoang, Nhat-Duc / Truong, My-Pham / Pham, Quang-Quang / Kim, Jeong-Tae / Truong, Gia Toai / Huynh, Thanh-Canh (2024): Enhancement of PZT-based damage detection in real-scale post-tensioned anchorage under ambient conditions. In: Journal of Constructional Steel Research, v. 220 (September 2024).
https://doi.org/10.1016/j.jcsr.2024.108841
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Hoang, Nhat-Duc (2022): Compressive Strength Estimation of Rice Husk Ash-Blended Concrete Using Deep Neural Network Regression with an Asymmetric Loss Function. In: Iranian Journal of Science and Technology, Transactions of Civil Engineering, v. 47, n. 3 (December 2022).
https://doi.org/10.1007/s40996-022-01015-4
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Nguyen, Hieu / Hoang, Nhat-Duc (2022): Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural Network. In: Automation in Construction, v. 140 (August 2022).
https://doi.org/10.1016/j.autcon.2022.104371
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Hoang, Nhat-Duc / Huynh, Thanh-Canh / Tran, Xuan-Linh / Tran, Van-Duc (2022): A Novel Approach for Detection of Pavement Crack and Sealed Crack Using Image Processing and Salp Swarm Algorithm Optimized Machine Learning. In: Advances in Civil Engineering, v. 2022 (January 2022).
https://doi.org/10.1155/2022/9193511
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Hoang, Nhat-Duc / Huynh, Thanh-Canh / Tran, Van-Duc (2021): Concrete Spalling Severity Classification Using Image Texture Analysis and a Novel Jellyfish Search Optimized Machine Learning Approach. In: Advances in Civil Engineering, v. 2021 (January 2021).
https://doi.org/10.1155/2021/5551555
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Hoang, Nhat-Duc (2020): Image Processing-Based Spall Object Detection Using Gabor Filter, Texture Analysis, and Adaptive Moment Estimation (Adam) Optimized Logistic Regression Models. In: Advances in Civil Engineering, v. 2020 (January 2020).
https://doi.org/10.1155/2020/8829715
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Hoang, Nhat-Duc / Nguyen, Quoc-Lam (2020): A Novel Approach for Automatic Detection of Concrete Surface Voids Using Image Texture Analysis and History-Based Adaptive Differential Evolution Optimized Support Vector Machine. In: Advances in Civil Engineering, v. 2020 (January 2020).
https://doi.org/10.1155/2020/4190682
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Cheng, Min-Yuan / Tran, Duc-Hoc / Hoang, Nhat-Duc (2017): Fuzzy Clustering Chaotic-based Differential Evolution for Resource Leveling in Construction Projects. In: Journal of Civil Engineering and Management, v. 23, n. 1 (January 2017).
https://doi.org/10.3846/13923730.2014.982699
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Cheng, Min-Yuan / Hoang, Nhat-Duc / Wu, Yu-Wei (2015): Cash Flow Prediction for Construction Project Using A Novel Adaptive Time-dependent Least Squares Support Vector Machine Inference Model. In: Journal of Civil Engineering and Management, v. 21, n. 6 (June 2015).
https://doi.org/10.3846/13923730.2014.893906
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Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Groutability Prediction of Microfine Cement Based Soil Improvement Using Evolutionary Ls-svm Inference Model. In: Journal of Civil Engineering and Management, v. 20, n. 6 (December 2014).
https://doi.org/10.3846/13923730.2013.802717
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Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Interval Estimation of Construction Cost At Completion Using Least Squares Support Vector Machine. In: Journal of Civil Engineering and Management, v. 20, n. 2 (April 2014).
https://doi.org/10.3846/13923730.2013.801891
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Hoang, Nhat-Duc (2019): Automatic detection of asphalt pavement raveling using image texture based feature extraction and stochastic gradient descent logistic regression. In: Automation in Construction, v. 105 (September 2019).
https://doi.org/10.1016/j.autcon.2019.102843
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Hoang, Nhat-Duc / Nguyen, Quoc-Lam / Tien Bui, Dieu (2018): Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony. In: Journal of Computing in Civil Engineering, v. 32, n. 5 (September 2018).
https://doi.org/10.1061/(asce)cp.1943-5487.0000781
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Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Groutability Estimation of Grouting Processes with Microfine Cements Using an Evolutionary Instance-Based Learning Approach. In: Journal of Computing in Civil Engineering, v. 28, n. 4 (July 2014).
https://doi.org/10.1061/(asce)cp.1943-5487.0000370
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Tran, Thu-Hien / Hoang, Nhat-Duc (2016): Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network. In: Journal of Computing in Civil Engineering, v. 30, n. 6 (November 2016).
https://doi.org/10.1061/(asce)cp.1943-5487.0000599
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Hoang, Nhat-Duc / Tien Bui, Dieu (2016): A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides. In: Journal of Computing in Civil Engineering, v. 30, n. 5 (September 2016).
https://doi.org/10.1061/(asce)cp.1943-5487.0000557
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Cheng, Min-Yuan / Hoang, Nhat-Duc / Wu, Yu-Wei (2013): Hybrid intelligence approach based on LS-SVM and Differential Evolution for construction cost index estimation: A Taiwan case study. In: Automation in Construction, v. 35 (November 2013).
https://doi.org/10.1016/j.autcon.2013.05.018
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Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): A novel groutability estimation model for ground improvement projects in sandy silt soil based on Bayesian framework. In: Tunnelling and Underground Space Technology, v. 43 (July 2014).
https://doi.org/10.1016/j.tust.2014.07.001
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Hoang, Nhat-Duc / Pham, Anh-Duc / Nguyen, Quoc-Lam / Pham, Quang-Nhat (2016): Estimating Compressive Strength of High Performance Concrete with Gaussian Process Regression Model. In: Advances in Civil Engineering, v. 2016 ( 2016).
https://doi.org/10.1155/2016/2861380
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Hoang, Nhat-Duc / Nguyen, Quoc-Lam / Pham, Quang-Nhat (2015): Optimizing Construction Project Labor Utilization Using Differential Evolution: A Comparative Study of Mutation Strategies. In: Advances in Civil Engineering, v. 2015 ( 2015).
https://doi.org/10.1155/2015/108780
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Hoang, Nhat-Duc / Pham, Anh-Duc (2016): Estimating Concrete Workability Based on Slump Test with Least Squares Support Vector Regression. In: Journal of Construction Engineering, v. 2016 ( 2016).
https://doi.org/10.1155/2016/5089683
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Hoang, Nhat-Duc (2014): NIDE: A Novel Improved Differential Evolution for Construction Project Crashing Optimization. In: Journal of Construction Engineering, v. 2014 ( 2014).
https://doi.org/10.1155/2014/136397
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Tran, Hong-Hai / Hoang, Nhat-Duc (2014): A Novel Resource-Leveling Approach for Construction Project Based on Differential Evolution. In: Journal of Construction Engineering, v. 2014 ( 2014).
https://doi.org/10.1155/2014/648938
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Tran, Hong-Hai / Hoang, Nhat-Duc (2014): An Artificial Intelligence Approach for Groutability Estimation Based on Autotuning Support Vector Machine. In: Journal of Construction Engineering, v. 2014 ( 2014).
https://doi.org/10.1155/2014/109184
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Hoang, Nhat-Duc / Nguyen, Quoc-Lam (2018): Fast Local Laplacian-Based Steerable and Sobel Filters Integrated with Adaptive Boosting Classification Tree for Automatic Recognition of Asphalt Pavement Cracks. In: Advances in Civil Engineering, v. 2018 ( 2018).
https://doi.org/10.1155/2018/5989246
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Hoang, Nhat-Duc (2018): An Artificial Intelligence Method for Asphalt Pavement Pothole Detection Using Least Squares Support Vector Machine and Neural Network with Steerable Filter-Based Feature Extraction. In: Advances in Civil Engineering, v. 2018 ( 2018).
https://doi.org/10.1155/2018/7419058
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Hoang, Nhat-Duc (2018): Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding. In: Advances in Civil Engineering, v. 2018 ( 2018).
https://doi.org/10.1155/2018/3924120
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Hoang, Nhat-Duc / Nguyen, Quoc-Lam (2018): Metaheuristic Optimized Edge Detection for Recognition of Concrete Wall Cracks: A Comparative Study on the Performances of Roberts, Prewitt, Canny, and Sobel Algorithms. In: Advances in Civil Engineering, v. 2018 ( 2018).
https://doi.org/10.1155/2018/7163580
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Hoang, Nhat-Duc / Liao, Kuo-Wei / Tran, Xuan-Linh (2018): Estimation of scour depth at bridges with complex pier foundations using support vector regression integrated with feature selection. In: Journal of Civil Structural Health Monitoring, v. 8, n. 3 (June 2018).
https://doi.org/10.1007/s13349-018-0287-2