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La bibliographie suivante contient toutes les publications répertoriées dans la base de données qui sont reliées à ce nom en tant qu'auteur, éditeur ou collaborateur.

  1. Hoang, Nhat-Duc (2022): Compressive Strength Estimation of Rice Husk Ash-Blended Concrete Using Deep Neural Network Regression with an Asymmetric Loss Function. Dans: Iranian Journal of Science and Technology, Transactions of Civil Engineering, v. 47, n. 3 (décembre 2022).

    https://doi.org/10.1007/s40996-022-01015-4

  2. 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. Dans: Automation in Construction, v. 140 (août 2022).

    https://doi.org/10.1016/j.autcon.2022.104371

  3. Hoang, Nhat-Duc / Tran, Xuan-Linh / Huynh, Thanh-Canh (2022): Prediction of Pile Bearing Capacity Using Opposition-Based Differential Flower Pollination-Optimized Least Squares Support Vector Regression (ODFP-LSSVR). Dans: Advances in Civil Engineering, v. 2022 (janvier 2022).

    https://doi.org/10.1155/2022/7183700

  4. 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. Dans: Advances in Civil Engineering, v. 2022 (janvier 2022).

    https://doi.org/10.1155/2022/9193511

  5. 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. Dans: Advances in Civil Engineering, v. 2021 (janvier 2021).

    https://doi.org/10.1155/2021/5551555

  6. Hoang, Nhat-Duc (2020): Image Processing-Based Spall Object Detection Using Gabor Filter, Texture Analysis, and Adaptive Moment Estimation (Adam) Optimized Logistic Regression Models. Dans: Advances in Civil Engineering, v. 2020 (janvier 2020).

    https://doi.org/10.1155/2020/8829715

  7. 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. Dans: Advances in Civil Engineering, v. 2020 (janvier 2020).

    https://doi.org/10.1155/2020/4190682

  8. Cheng, Min-Yuan / Tran, Duc-Hoc / Hoang, Nhat-Duc (2017): Fuzzy Clustering Chaotic-based Differential Evolution for Resource Leveling in Construction Projects. Dans: Journal of Civil Engineering and Management, v. 23, n. 1 (janvier 2017).

    https://doi.org/10.3846/13923730.2014.982699

  9. 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. Dans: Journal of Civil Engineering and Management, v. 21, n. 6 (juin 2015).

    https://doi.org/10.3846/13923730.2014.893906

  10. Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Groutability Prediction of Microfine Cement Based Soil Improvement Using Evolutionary Ls-svm Inference Model. Dans: Journal of Civil Engineering and Management, v. 20, n. 6 (décembre 2014).

    https://doi.org/10.3846/13923730.2013.802717

  11. Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Interval Estimation of Construction Cost At Completion Using Least Squares Support Vector Machine. Dans: Journal of Civil Engineering and Management, v. 20, n. 2 (avril 2014).

    https://doi.org/10.3846/13923730.2013.801891

  12. Hoang, Nhat-Duc (2019): Automatic detection of asphalt pavement raveling using image texture based feature extraction and stochastic gradient descent logistic regression. Dans: Automation in Construction, v. 105 (septembre 2019).

    https://doi.org/10.1016/j.autcon.2019.102843

  13. 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. Dans: Journal of Computing in Civil Engineering, v. 32, n. 5 (septembre 2018).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000781

  14. Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): Groutability Estimation of Grouting Processes with Microfine Cements Using an Evolutionary Instance-Based Learning Approach. Dans: Journal of Computing in Civil Engineering, v. 28, n. 4 (juillet 2014).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000370

  15. Pham, Anh-Duc / Hoang, Nhat-Duc / Nguyen, Quang-Trung (2016): Predicting Compressive Strength of High-Performance Concrete Using Metaheuristic-Optimized Least Squares Support Vector Regression. Dans: Journal of Computing in Civil Engineering, v. 30, n. 3 (mai 2016).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000506

  16. Tran, Thu-Hien / Hoang, Nhat-Duc (2016): Predicting Colonization Growth of Algae on Mortar Surface with Artificial Neural Network. Dans: Journal of Computing in Civil Engineering, v. 30, n. 6 (novembre 2016).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000599

  17. Hoang, Nhat-Duc / Tien Bui, Dieu (2016): A Novel Relevance Vector Machine Classifier with Cuckoo Search Optimization for Spatial Prediction of Landslides. Dans: Journal of Computing in Civil Engineering, v. 30, n. 5 (septembre 2016).

    https://doi.org/10.1061/(asce)cp.1943-5487.0000557

  18. 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. Dans: Automation in Construction, v. 35 (novembre 2013).

    https://doi.org/10.1016/j.autcon.2013.05.018

  19. Cheng, Min-Yuan / Hoang, Nhat-Duc (2014): A novel groutability estimation model for ground improvement projects in sandy silt soil based on Bayesian framework. Dans: Tunnelling and Underground Space Technology, v. 43 (juillet 2014).

    https://doi.org/10.1016/j.tust.2014.07.001

  20. 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. Dans: Advances in Civil Engineering, v. 2016 ( 2016).

    https://doi.org/10.1155/2016/2861380

  21. Hoang, Nhat-Duc / Nguyen, Quoc-Lam / Pham, Quang-Nhat (2015): Optimizing Construction Project Labor Utilization Using Differential Evolution: A Comparative Study of Mutation Strategies. Dans: Advances in Civil Engineering, v. 2015 ( 2015).

    https://doi.org/10.1155/2015/108780

  22. Hoang, Nhat-Duc / Pham, Anh-Duc (2016): Estimating Concrete Workability Based on Slump Test with Least Squares Support Vector Regression. Dans: Journal of Construction Engineering, v. 2016 ( 2016).

    https://doi.org/10.1155/2016/5089683

  23. Hoang, Nhat-Duc (2014): NIDE: A Novel Improved Differential Evolution for Construction Project Crashing Optimization. Dans: Journal of Construction Engineering, v. 2014 ( 2014).

    https://doi.org/10.1155/2014/136397

  24. Tran, Hong-Hai / Hoang, Nhat-Duc (2014): A Novel Resource-Leveling Approach for Construction Project Based on Differential Evolution. Dans: Journal of Construction Engineering, v. 2014 ( 2014).

    https://doi.org/10.1155/2014/648938

  25. Tran, Hong-Hai / Hoang, Nhat-Duc (2014): An Artificial Intelligence Approach for Groutability Estimation Based on Autotuning Support Vector Machine. Dans: Journal of Construction Engineering, v. 2014 ( 2014).

    https://doi.org/10.1155/2014/109184

  26. 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. Dans: Advances in Civil Engineering, v. 2018 ( 2018).

    https://doi.org/10.1155/2018/5989246

  27. 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. Dans: Advances in Civil Engineering, v. 2018 ( 2018).

    https://doi.org/10.1155/2018/7419058

  28. Hoang, Nhat-Duc (2018): Detection of Surface Crack in Building Structures Using Image Processing Technique with an Improved Otsu Method for Image Thresholding. Dans: Advances in Civil Engineering, v. 2018 ( 2018).

    https://doi.org/10.1155/2018/3924120

  29. 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. Dans: Advances in Civil Engineering, v. 2018 ( 2018).

    https://doi.org/10.1155/2018/7163580

  30. 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. Dans: Journal of Civil Structural Health Monitoring, v. 8, n. 3 (juin 2018).

    https://doi.org/10.1007/s13349-018-0287-2

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