Yichen Zhu

Research on Design Method of Interactive Interface of Industrial Robot Teaching Device

2018 · Proceedings of the 2018 2nd International Conference on Management, Education and Social Science (ICMESS 2018)

This paper discussed the basic concepts, topic selection principles, and the assessment methods of project teaching. The application process of CDIO teaching method in project teaching is introduced according to the steps of "Conceive -Design …

Classification Trees for Imbalanced Data: Surface-to-Volume Regularization

2021 · Journal of the American Statistical Association

Classification algorithms face difficulties when one or more classes have limited training data. We are particularly interested in classification trees, due to their interpretability and flexibility. When data are limited in one or more of …