Biography

Prof. Jui-Sheng (Rayson) Chou

Department of Civil and Construction Engineering

National Taiwan University of Science and Technology, Chinese Taipei

Professor in Project Management


Email: jschou@mail.ntust.edu.tw


Qualifications

2005 Ph.D., The University of Texas at Austin

1997 M.S., National Taiwan University

1995 B.S., National Taiwan University


Publications (selected)

  1. JS Chou, PL Chong, CY Liu. Deep learning-based chatbot by natural language processing for supportive risk management in river dredging projects. Engineering Applications of Artificial Intelligence 131, 10774. https://doi.org/10.1016/j.engappai.2023.107744
  2. JS Chou, HM Nguyen. Simulating long-term energy consumption prediction in campus buildings through enhanced data augmentation and metaheuristic-optimized artificial intelligence. Energy and Buildings 312, 114191. https://doi.org/10.1016/j.enbuild.2024.114191
  3. JS Chou, KE Chen. Optimizing investment portfolios with a sequential ensemble of decision tree-based models and the FBI algorithm for efficient financial analysis. Applied Soft Computing 158, 111550. https://doi.org/10.1016/j.asoc.2024.111550
  4. DN Truong, JS Chou. Metaheuristic algorithm inspired by enterprise development for global optimization and structural engineering problems with frequency constraints. Engineering Structures 318, 118679. https://doi.org/10.1016/j.engstruct.2024.118679
  5. HP Ni, WO Chong, JS Chou. Optimizing HVAC systems for semiconductor fabrication: A data-intensive framework for energy efficiency and sustainability. Journal of Building Engineering 89, 109397. https://doi.org/10.1016/j.jobe.2024.109397
  6. NM Nguyen, JS Chou. Forecasting Mechanical Properties of Steel Structures through Dynamic Metaheuristic Optimization for Adaptive Machine Learning. Journal of Civil Engineering and Management 30 (5), 414–436. https://doi.org/10.3846/jcem.2024.21356
  7. Chou, J. S., & Pham, T. B. Q. (2024). Enhancing soil liquefaction risk assessment with metaheuristics and hybrid learning techniques. Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, 1–19. https://doi.org/10.1080/17499518.2024.2379962
  8. Chou, J. S., & Molla, A. (2024). Arctic tern-optimized weighted feature regression system for predicting bridge scour depth. Engineering Applications of Computational Fluid Mechanics, 18(1). https://doi.org/10.1080/19942060.2024.2364745
  9. JS Chou, AM Reta. Arctic Tern-Optimized Weighted Feature Regression System for Predicting Bridge Scour Depth. Engineering Applications of Computational Fluid Mechanics 18 (1), 2364745.
  10. CY Liu, JS Chou. Bayesian-optimized deep learning model to segment deterioration patterns underneath bridge decks photographed by unmanned aerial vehicle. Automation in Construction 146, 104666. https://doi.org/10.1016/j.autcon.2022.104666
  11. JS Chou, LY Chen, CY Liu. Forensic-based investigation-optimized extreme gradient boosting system for predicting compressive strength of ready-mixed concrete. Journal of Computational Design and Engineering 10 (1), 425–445. https://doi.org/10.1093/jcde/qwac133
  12. DN Truong, JS Chou. Fuzzy adaptive forensic-based investigation algorithm for optimizing frequency-constrained structural dome design. Mathematics and Computers in Simulation 210, 473-531. https://doi.org/10.1016/j.matcom.2023.03.007
  13. JS Chou, YH Chen, CY Liu, WO Chong. Quality management platform inspired during COVID-19 pandemic for use by subcontractors in private housing projects. Journal of Civil Engineering and Management, 398–417. https://doi.org/10.3846/jcem.2023.18687
  14. JS Chou, YH Chang, A Molla, WO Chong. Determining critical success factors for residential reconstruction in the urban city from the perspective of developers. Sustainable Cities and Society 99, 104977. https://doi.org/10.1016/j.scs.2023.104977
  15. JS Chou, CY Liu. Pilgrimage walk optimization: Folk culture-inspired algorithm for identification of bridge deterioration. Automation in Construction 155, 105055. https://doi.org/10.1016/j.autcon.2023.105055
  16. DN Truong, JS Chou. Integrating enhanced optimization with finite element analysis for designing steel structure weight under multiple constraints. Journal of Civil Engineering and Management 29 (8), 757–786. https://doi.org/10.3846/jcem.2023.20399
  17. JS Chou, A Molla. Recent advances in use of bio-inspired jellyfish search algorithm for solving optimization problems. Scientific Reports 12, .
  18. JS Chou, DB Fleshman, DN Truong. Comparison of machine learning models to provide preliminary forecasts of real estate prices. Journal of Housing and the Built Environment 37 (4), 2079–2114
  19. DT Nguyen, JS Chou, DH Tran. Integrating a novel multiple-objective FBI with BIM to determine tradeoff among resources in project scheduling. Knowledge-Based Systems 235, 107640
  20. JS Chou, DN Truong. Multiobjective forensic-based investigation algorithm for solving structural design problems. Automation in Construction 134, 104084
  21. JS Chou, CY Liu, H Prayogo, RR Khasani, D Gho, GG Lalitan. Predicting nominal shear capacity of reinforced concrete wall in building by metaheuristics-optimized machine learning. Journal of Building Engineering 61, 105046
  22. JS Chou, NM Nguyen. Scour depth prediction at bridge piers using metaheuristics-optimized stacking system. Automation in Construction 140, 104297
  23. JS Chou, NM Nguyen, CP Chang. Intelligent candlestick system for financial time-series analysis using metaheuristics-optimized multi-output machine learning. Applied Soft Computing 130, 109642. https://doi.org/10.1016/j.asoc.2022.109642
  24. Tran, DH., Chou, JS. & Luong, DL. Optimizing non-unit repetitive project resource and scheduling by evolutionary algorithms. Oper Res Int J 22, 77–103 (2022). https://doi.org/10.1007/s12351-019-00544-7
  25. DN Truong, JS Chou. Fuzzy adaptive jellyfish search-optimized stacking machine learning for engineering planning and design. Automation in Construction 143, 104579. https://doi.org/10.1016/j.autcon.2022.104579
  26. Jui-Sheng Chou, Min-Yuan Cheng, Yu-Wei Wu, Anh-Duc Pham (2014), Optimizing parameters of support vector machine using fast messy genetic algorithm for dispute classification, Expert Systems with Applications, Volume 41, Issue 8, June 2014, Pages 3955–3964.
  27. Jui-Sheng Chou, Thanh-Son Le (2014), Probabilistic Multiobjective Optimization of Sustainable Engineering Design, KSCE Journal of Civil Engineering, Vol. 18, No. 4, May 2014, Pages 1-12. (Accepted in June 2013, In Press)
  28. Jui-Sheng Chou, Abdi Suryadinata Telaga (2014), Real-time detection of anomalous power consumption, Renewable and Sustainable Energy Reviews, Volume 33, May 2014, Pages 400-411.
  29. H. Ping Tserng, S. Ping Ho, Jui-Sheng Chou, Chieh Lin (2014), Proactive Measures of Governmental Debt Guarantees for Facilitating Public-Private Partnerships Project, Journal of Civil Engineering and Management, Vol. 20, May 2014, Pages 1-13. (Accepted in Jan. 2012, In Press)
  30. Jui-Sheng Chou, Yu-Chien Hsu, Liang-Tse Lin (2014), Smart Meter Monitoring and Data Mining Techniques for Predicting Refrigeration System Performance, Expert Systems with Applications, Volume 41, Issue 5, April 2014, Pages 2144-2156.


Profile Details

http://www.ct.ntust.edu.tw/ct_eng/users/view/8?itemid=17

https://scholar.google.com/citations?user=cW9slf4AAAAJ&hl=zh-CN

https://orcid.org/0000-0002-8372-9934

WoS ResearcherID: C-8795-2009

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