Machine Learning Approach for Cognitive Condition Prediction
Propose a machine learning approach for the predicting cognitive condition based on the data from China Longitudinal Aging Study (CLAS). The best performance has an accuracy of 97.4% for MCI classification, and 99.4% for AD classification when the number of selected features is 10.
Supervised by Dr. Shengbo Chen.
Feb. 2020 - Oct. 2020, Python
Kaifeng Tour APP
Smart Scenic Area Android APP for Kaifeng visitors, with functions of walking navigation, voice explanation, travelogue sharing, recommendation of surrounding services, instant communication, etc. It provides a series of intelligent and scenario-based services for tourists.
Supervised by Dr. Shengbo Chen. Cooperation with Iron Tower Park.
Jun. 2019 - Jul. 2020, Java