| Predicting energy consumption in multiple buildings using machine learning for improving energy efficiency and sustainability AD Pham, NT Ngo, TTH Truong, NT Huynh, NS Truong Journal of Cleaner Production 260, 121082, 2020 | 220 | 2020 |
| Time series analytics using sliding window metaheuristic optimization-based machine learning system for identifying building energy consumption patterns JS Chou, NT Ngo Applied energy 177, 751-770, 2016 | 159 | 2016 |
| Smart grid data analytics framework for increasing energy savings in residential buildings JS Chou, NT Ngo Automation in construction 72, 247-257, 2016 | 112 | 2016 |
| Shear strength prediction in reinforced concrete deep beams using nature-inspired metaheuristic support vector regression JS Chou, NT Ngo, AD Pham Journal of Computing in Civil Engineering 30 (1), 04015002, 2016 | 108 | 2016 |
| The use of artificial intelligence combiners for modeling steel pitting risk and corrosion rate JS Chou, NT Ngo, WK Chong Engineering Applications of Artificial Intelligence 65, 471-483, 2017 | 107 | 2017 |
| Enhancing building energy efficiency by adaptive façade: A computational optimization approach DK Bui, TN Nguyen, A Ghazlan, NT Ngo, TD Ngo Applied energy 265, 114797, 2020 | 100 | 2020 |
| Modified firefly algorithm for multidimensional optimization in structural design problems JS Chou, NT Ngo Structural and Multidisciplinary Optimization 55, 2013-2028, 2017 | 67 | 2017 |
| Continuous-time Bayesian calibration of energy models using BIM and energy data A Chong, W Xu, S Chao, NT Ngo Energy and Buildings 194, 177-190, 2019 | 59 | 2019 |
| Shear strength prediction of reinforced concrete beams by baseline, ensemble, and hybrid machine learning models JS Chou, TPT Pham, TK Nguyen, AD Pham, NT Ngo Soft Computing 24 (5), 3393-3411, 2020 | 48 | 2020 |
| Hybrid machine learning system to forecast electricity consumption of smart grid-based air conditioners JS Chou, SC Hsu, NT Ngo, CW Lin, CC Tsui IEEE Systems Journal 13 (3), 3120-3128, 2019 | 41 | 2019 |
| Hybrid machine learning for predicting strength of sustainable concrete AD Pham, NT Ngo, QT Nguyen, NS Truong Soft Computing 24 (19), 14965-14980, 2020 | 37 | 2020 |
| Proposing a hybrid metaheuristic optimization algorithm and machine learning model for energy use forecast in non-residential buildings NT Ngo, TTH Truong, NS Truong, AD Pham, NT Huynh, TM Pham, ... Scientific Reports 12 (1), 1065, 2022 | 33 | 2022 |
| Engineering strength of fiber-reinforced soil estimated by swarm intelligence optimized regression system JS Chou, NT Ngo Neural Computing and Applications 30 (7), 2129-2144, 2018 | 27 | 2018 |
| Big data analytics and cloud computing for sustainable building energy efficiency JS Chou, NT Ngo, WK Chong, GE Gibson Jr Start-up creation, 397-412, 2016 | 27 | 2016 |
| Identifying critical project management techniques and skills for construction professionals to achieving project success JS Chou, NT Ngo 2014 IEEE international conference on industrial engineering and engineering …, 2014 | 25 | 2014 |
| Machine learning for predicting long-term deflections in reinforce concrete flexural structures AD Pham, NT Ngo, TK Nguyen Journal of Computational Design and Engineering 7 (1), 95-106, 2020 | 24 | 2020 |
| Integration of support vector regression and grey wolf optimization for estimating the ultimate bearing capacity in concrete-filled steel tube columns NT Ngo, HA Le, TPT Pham Neural Computing and Applications, 1-18, 2021 | 22 | 2021 |
| An ensemble machine learning model for enhancing the prediction accuracy of energy consumption in buildings NT Ngo, AD Pham, TTH Truong, NS Truong, NT Huynh, TM Pham Arabian Journal for Science and Engineering, 1-13, 2022 | 21 | 2022 |
| Forecasting time-series energy data in buildings using an additive artificial intelligence model for improving energy efficiency NS Truong, NT Ngo, AD Pham Computational Intelligence and Neuroscience 2021, 2021 | 16 | 2021 |
| Forecasting time series data using moving-window swarm intelligence-optimised machine learning regression NT Ngo, TTH Truong International Journal of Intelligent Engineering Informatics 7 (5), 422-440, 2019 | 14 | 2019 |
Jui-Sheng ChouChair Professor, National Taiwan University of Science and TechnologyVerified email at mail.ntust.edu.tw
