Peizhi Shi

Peizhi Shi

Lecturer in Applied AI

Publications

Machine learning research

  1. P. Shi, Q. Qi, Y. Qin, F. Meng, S. Lou, P. J. Scott, and X. Jiang, "Learn to rotate: Part orientation for reducing support volume via generalizable reinforcement learning", IEEE Transactions on Industrial Informatics (Impact Factor: 12.3), 2023.
  2. P. Shi, Q. Qi, Y. Qin, P. J. Scott, and X. Jiang, "Highly interacting machining feature recognition via small sample learning", Robotics and Computer-Integrated Manufacturing (Impact Factor: 10.4), 2022.
  3. P. Shi, Q. Qi, Y. Qin, P. J. Scott, and X. Jiang, "Intersecting machining feature localisation and recognition via single shot multibox detector", IEEE Transactions on Industrial Informatics (Impact Factor: 12.3), 2021.
  4. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Automatic determination of part build orientation for laser powder bed fusion", Virtual and Physical Prototyping (Impact Factor: 10.962), 2021.
  5. P. Shi, Q. Qi, Y. Qin, P. J. Scott, and X. Jiang, "A novel learning-based feature recognition method using multiple sectional view representation", Journal of Intelligent Manufacturing (Impact Factor: 7.136), 2020.
  6. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Automatic generation of alternative build orientations for laser powder bed fusion based on facet clustering", Virtual and Physical Prototyping (Impact Factor: 10.962), 2020.
  7. P. Shi, and K. Chen, "Learning constructive primitives for real-time dynamic difficulty adjustment in Super Mario Bros", IEEE Transactions on Games, 2017.
  8. P. Shi, and K. Chen, "Online level generation in Super Mario Bros via learning constructive primitives", in IEEE Conference on Computational Intelligence and Games, 2016.

Other artificial intelligence research

  1. Y. Qin, P. Shi, S. Lou, TL See, M Jamal, W. Zeng, L Blunt, P. J. Scott, and X. Jiang, "Data-driven optimisation of process parameters for reducing developed surface area ratio in laser powder bed fusion", The International Journal of Advanced Manufacturing Technology, 2025.
  2. Y. Qin, S. Lou, P. Shi, W. Zeng, P. J. Scott, and X. Jiang, "Optimisation of process parameters for improving surface quality in laser powder bed fusion", The International Journal of Advanced Manufacturing Technology, 2024.
  3. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "A novel weighted averaging operator of linguistic interval-valued intuitionistic fuzzy numbers for cognitively inspired decision-making", Cognitive Computation, 2023.
  4. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Selection of materials in metal additive manufacturing via three-way decision-making", The International Journal of Advanced Manufacturing Technology, 2023.
  5. Y. Qin, Q. Qi, P. Shi, S. Lou, P. J. Scott, and X. Jiang, "Multi-attribute decision-making methods in additive manufacturing: The state of the art", Processes, 2023.
  6. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "A multi-criterion three-way decision-making method under linguistic interval-valued intuitionistic fuzzy environment", Journal of Ambient Intelligence and Humanized Computing, 2022.
  7. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Status, issues, and future of computer-aided part orientation for additive manufacturing", The International Journal of Advanced Manufacturing Technology, 2021.
  8. Y. Qin, X. Cui, M. Huang, Y. Zhong, Z. Tang, and P. Shi, "Multiple-attribute decision-making based on picture fuzzy archimedean power Maclaurin symmetric mean operators", Granular Computing, 2021.
  9. Y. Qin, X. Cui, M. Huang, Y. Zhong, Z. Tang, and P. Shi, "Linguistic interval-valued intuitionistic fuzzy archimedean power muirhead mean operators for multiattribute group decision-making", Complexity, 2020.
  10. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Linguistic interval-valued intuitionistic fuzzy archimedean prioritised aggregation operators for multi-criteria decision making", Journal of Intelligent & Fuzzy Systems, 2020.
  11. Y. Qin, Q. Qi, P. Shi, P. J. Scott, and X. Jiang, "Novel operational laws and power muirhead mean operators of picture fuzzy values in the framework of Dempster-Shafer theory for multiple criteria decision making", Computers & Industrial Engineering (Impact Factor: 7.18), 2020.
  12. Y. Qin, X. Cui, M. Huang, Y. Zhong, Z. Tang, and P. Shi, "Archimedean Muirhead aggregation operators of q-rung orthopair fuzzy numbers for multicriteria group decision making", Complexity, 2019.
  13. Y. Guo, X. Feng, Z. Shao, and P. Shi, "Modular verification of concurrent thread management", in Asian Symposium on Programming Languages and Systems, 2012.

For details, please visit my Google Scholar pages.