Sustainable Human-AI INteractions and Ergonomics Group

​2024

• Zhang, X., Feng, S., Ma, J., Lin, H., Li, X., Ye, Y., Li, F., Ong, Y.S. FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting. The 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD-2024, CORE-A*, CCF-A).

• Jiang, Z., Peng, H., Feng, S., Li, F., Li, D. LLMs can Find Mathematical Reasoning Mistakes by Pedagogical Chain-of-Thought. (IJCAI-2024, CORE-A*, CCF-A).

• Li, F., Feng, S., Yan, Y., Lee, C.H., Ong, Y.S. Virtual Co-Pilot: Multimodal Large Language Model-enabled Quick-access Procedures for Single Pilot Operations. 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024).

• Feng, S., Lyu, H., Li, F., Sun, Z., Chen, C. Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation. 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024).

• Li, F., Chen, C. H., Liu, Y., Chang, D., Cui, J., & Sourina, O. (2024). Autoencoder-enabled eye-tracking data analytics for objective assessment of user preference in humanoid robot appearance design. Expert Systems with Applications, 249, 123857. (IF: 7.5, QI, computer science, artificial intelligence, 24/197)

• Lyu, M., Li, F.*, Lee, C. H., & Chen, C. H. (2024). VALIO: Visual attention-based linear temporal logic method for explainable out-of-the-loop identification. Knowledge-Based Systems, 112086. (IF: 7.2, QI, computer science, artificial intelligence, 27/197)

• Liu, Q., Li, F.*, & Ng, K. K. (2024). Unveiling the determinants of injury severities across age groups and time: A deep dive into the unobserved heterogeneity among pedestrian crashes. Analytic Methods in Accident Research, 100336. (IF: 12.5, QI, public, environmental & occupational health, 8/403)

• Li, Z., Li, R., Yuan, L., Cui, J., & Li, F*. (2024). A benchmarking framework for eye-tracking-based vigilance prediction of vessel traffic controllers. Engineering Applications of Artificial Intelligence, 129, 107660.  (IF: 7.5, QI, automation & control systems, 6/84)

• Trappey, A. J., Li, F., Lee, C. H., Mo, J. P., Stjepandic, J., & Jiao, R. (2024). How to manage and balance uncertainty by transdisciplinary engineering methods focusing on digital transformations of complex systems. Advanced Engineering Informatics, 59, 102330. (IF: 8.0, QI, computer science, artificial intelligence, 22/197)

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​2023​

• Lyu, M., Li, F.*, Xu, G., & Han, S. (2023). Leveraging eye-tracking technologies to promote aviation safety-A review of key aspects, challenges, and future perspectives. Safety Science, 168, 106295. (JCR Q1, IF=6.1, SCI)

• Chang, D., Li, F.*, Xue, J., & Zhang, L. (2023). A TRIZ-inspired knowledge-driven approach for user-centric smart product-service system: A case study on intelligent test tube rack design. Advanced Engineering Informatics, 56, 101901. (JCR Q1, IF=8.8, SCI)

• Lee, C. H., Wang, C., Fan, X., Li, F.*, & Chen, C. H. (2023). Artificial intelligence-enabled digital transformation in elderly healthcare field: Scoping review. Advanced Engineering Informatics, 55, 101874. (JCR Q1, IF=8.8, SCI)

• Lee, Y. C., & Li, F.* (2023). Multidimensional foot measurements-based sex estimation for Taiwanese population in foot length overlapping interval. Australian Journal of Forensic Sciences, 1-15.  (IF: 0.8, Q4, medicine, legal, 19/23)

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2022

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• Li, F., Chen, C. H., Lee, C. H., & Feng, S. (2022). Artificial intelligence-enabled non-intrusive vigilance assessment approach to reducing traffic controller’s human errors. Knowledge-Based Systems, 108047. (JCR Q1, IF=8.139, SCI)

• Li, F., Trappey, A. J., Lee, C. H., & Li, L. (2022). Immersive technology-enabled digital transformation in transportation fields: A literature overview. Expert Systems with Applications, 202, 117459. (JCR Q1, IF=8.665, SCI)

• Chang, D., Xiang, Y., Zhao, J., Qian, Y., & Li, F*. (2022). Exploration of Brain-Computer Interaction for Supporting Children’s Attention Training: A Multimodal Design Based on Attention Network and Gamification Design. International Journal of Environmental Research and Public Health, 19(22), 15046.

• Lee, C. H., Li, L., Li, F.*, & Chen, C. H. (2022). Requirement-driven evolution and strategy-enabled service design for new customized quick-response product order fulfillment process. Technological Forecasting and Social Change, 176, 121464. (JCR Q1, IF=12, SCI)

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2021

• Feng, S., Chen, L., Zhao, K., Wei, W., Li, F., Shang, S. Node2LV: Squared Lorentzian Representations for Node Proximity. In 2021 IEEE 37th International Conference on Data Engineering. (ICDE-2021, CORE-A*, CCF-A)

• Tschoerner, B., Li, F., Lan, Z., Liu, Y., Lim, W. L., Cui, J., ... & Mueller-Wittig, W. (2021). Human factors evaluation in VR-based shunting training. The Visual Computer, 37(12), 3063-3076. (IF=2.835, SCI)

• Cui, J., Lan, Z., Liu, Y., Li, R., Li, F., Sourina, O., & Müller-Wittig, W. (2021). A compact and interpretable convolutional neural network for cross-subject driver drowsiness detection from single-channel EEG. Methods. (JCR Q1, IF=4.8, SCI)

• Duan, J., & Li, F.*, (2021). Transient heat transfer analysis of phase change material melting in metal foam by experimental study and artificial neural network. Journal of Energy Storage, 33, 102160. (JCR Q1, IF=8.907, SCI)​

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2020

• Feng. S., Tran, L.V., Cong, G., Chen, L., Li, J., Li, F. HME: A hyperbolic metric embedding approach for next-poi recommendation.In Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR-2020, CORE-A*, CCF-A)

• Li, F., Chen, C. H., Zheng, P., Feng, S., Xu, G., & Khoo, L. P. (2020). An explorative context-aware machine learning approach to reducing human fatigue risk of traffic control operators. Safety Science, 125, 104655. (JCR Q1, IF=6.1, SCI)

• Li, F., Chen, C. H., Khoo, L. P., & Xu. G. (2020), Hierarchical Eye-Tracking Data Analytics for Human Fatigue Detection at a Traffic Control Center, IEEE Transactions on human machine system. (SJR Q1, IF=4.124, SCI)

• Li, F., Katsumata, S., Lee, C.H., Ye, Q., Dahana, W.D., Tu, R., & Li, X., (2020). Autoencoder-enabled Potential Buyer Identification and Purchase Intention Model of Vacation Homes. IEEE Access. (JCR Q1, IF=3.9, SCI)

• Li, F., Chen, C. H., Xu, G., Chang, D., & Khoo, L. P. (2020) Causal Factors and Symptoms of Task-Related Human Fatigue in Vessel Traffic Service: A Task-Driven Approach, The Journal of Navigation. (JCR Q2, IF=2.647, SCI)

• Xu, G., Chen, C. H., Li, F.*, & Qiu, X. (2020), AIS Data Analytics for Adaptive Rotating Shift in Vessel Traffic Service, Industrial Management & Data Systems. (JCR Q1, IF=4.83, SCI)

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2019

• Chang, D., Gu, Z., Li, F., & Jiang, R. (2019). A user-centric smart product-service system development approach: A case study on medication management for the elderly. Advanced Engineering Informatics, 42, 100979. (JCR Q1, IF=8.8, SCI)

• Li, F., Lee, C. H., Chen, C. H., & Khoo, L. P. (2019). Hybrid data-driven vigilance model in traffic control center using eye-tracking data and context data. Advanced Engineering Informatics, 42, 100940. (JCR Q1, IF=8.8, SCI)

• Li, F., Chen, C. H., Xu, G., Khoo, L. P., & Liu, Y. (2019). Proactive mental fatigue detection of traffic control operators using bagged trees and gaze-bin analysis. Advanced Engineering Informatics, 42, 100987. (JCR Q1, IF=8.8, SCI)

• Li, F., Chen, C. H., Lee, C. H., & Khoo, L. P. (2019). A User Requirement-driven Approach Incorporating TRIZ and QFD for Designing a Smart Vessel Alarm System to Reduce Alarm Fatigue. The Journal of Navigation, 1-21. (JCR Q2, IF=2.647, SCI)

• Lee, C. H., Chen, C. H., Lin, C. Y., Li, F.*, Zhao, X. J. (2019). Developing a quick response product configuration system under industry 4.0 based on customer requirement modelling and optimization method. Applied Science. 2019, 9(23), 5004. (JCR Q2, IF=2.838, SCI)

• Lee, C. H., Li, F.*, & Shie, A. J. (2019), Customized and Knowledge-centric Service Design Model Integrating Case-based Reasoning and TRIZ, Expert System with Applications. (JCR Q1, IF=8.665, SCI)