Jiahuan Liu

Defect detection of injection molding products on small datasets using transfer learning

Jiahuan Liu, Fei Guo, Huang Gao et al. · Journal of Manufacturing Processes · 2021 · 84 citations

Image Analysis, Machine Learning, Data Science +12

A reinforcement learning decision model for online process parameters optimization from offline data in injection molding

Fei Guo, Xiaowei Zhou, Jiahuan Liu et al. · Applied Soft Computing · 2019 · 69 citations

Injection Molding, Data-driven Optimization, Engineering +9

A Concise TSK Fuzzy Ensemble Classifier Integrating Dropout and Bagging for High-Dimensional Problems

Fei Guo, Jiahuan Liu, Maoyuan Li et al. · IEEE Transactions on Fuzzy Systems · 2021 · 29 citations

Artificial Intelligence, Engineering, Machine Learning +18

Defect classification on limited labeled samples with multiscale feature fusion and semi-supervised learning

Jiahuan Liu, Fei Guo, Yun Zhang et al. · Applied Intelligence · 2021 · 25 citations

Image Analysis, Machine Learning, Data Science +12

Image classification method on class imbalance datasets using multi-scale CNN and two-stage transfer learning

Jiahuan Liu, Fei Guo, Huang Gao et al. · Neural Computing and Applications · 2021 · 19 citations

Image Classification, Classification Method, Image Analysis +11