Legal Consulting
Chi-Yun Liu, Jui-Sheng Chou (2025), **Automated legal consulting in construction procurement using metaheuristically optimized large language models, Automation in Construction,** Volume 170, February 2025, 105891.
Risk Assessment
Jui-Sheng Chou, Chi-Jung Chen, Chi-Yun Liu (2025), Amodal instance segmentation optimized by metaheuristics for enhanced safety behavior detection on construction sites, Automation in Construction, Volume 178, October 2025, 106412.
Jui-Sheng Chou, Pin-Chao Liao, Chi-Yun Liu, Chia-Yung Hou (2024), **Machine learning of electroencephalography signals and eye movements to classify work-in-progress risk at construction site, Journal of Civil Engineering and Management**, 31(3), 190–205.
Jui-Sheng Chou, Pei-Lun Chong, Chi-Yun Liu (2024), **Deep learning-based chatbot by natural language processing for supportive risk management in river dredging projects, Engineering Applications of Artificial Intelligence**, Volume 131, May 2024, 10774.
Quality Control and Management
Jui-Sheng Chou, Yu-Hsuan Chen, Chi-Yun Liu, Wai Oswald Chong (2023), **Quality management platform inspired during COVID-19 pandemic for use by subcontractors in private housing projects, Journal of Civil Engineering and Management**, April 2023, Volume 29, Issue 5: 398–417.
Jui-Sheng Chou, Li-Ying Chen, Chi-Yun Liu (2023), **Forensic-based investigation-optimized extreme gradient boosting system for predicting compressive strength of ready-mixed concrete, Journal of Computational Design and Engineering**, Volume 10, Issue 1, February 2023, Pages 425–445. (EDITOR'S CHOICE)
Jui-Sheng Chou, Chi-Yun Liu, Handy Prayogo, Riqi Radian Khasani, Danny Gho, Gretel Gaby Lalitan (2022), **Predicting nominal shear capacity of reinforced concrete wall in building by metaheuristics-optimized machine learning, Journal of Building Engineering**, Volume 61, 1 December 2022, 105046.
Jui-Sheng Chou, Stela Tjandrakusuma, Chi-Yun Liu (2022), **Jellyfish Search-Optimized Deep Learning for Compressive Strength Prediction in Images of Ready-Mixed Concrete, Computational Intelligence and Neuroscience**, Volume 2022 (August), Article ID 9541115, 26 pages.
Building Energy
Yanlin Li, Chi-Yun Liu, Hsiao-Ping Ni, Fermodelie Paul, Wai Oswald Chong, Jui-Sheng Chou (2025), **Generative artificial intelligence-based framework for bridging lifecycle gaps in semiconductor HVAC systems, Journal of Building Engineering,** Volume 105, 1 July 2025, 112349.
Hsiao-Ping Ni, Chi-Yun Liu, Yanlin Li, Wai Oswald Chong, Jui-Sheng Chou (2025), **Enhancing HVAC Energy Efficiency Modeling in Semiconductor Facilities Using Tree-Structured Parzen Estimator-Optimized Deep Learning, Building and Environment**, Volume 271, 1 March 2025, 112589.
Jui-Sheng Chou, Tsung-Chi Cheng, Chi-Yun Liu, Chung-Yu Guan, Chang-Ping Yu (2022), **Metaheuristics-optimized deep learning to predict generation of sustainable energy from rooftop plant microbial fuel cells, International Journal of Energy Research**, Volume 46, Issue 15, December 2022, Pages 21001-21027. (Featured Cover of the journal issue)