Tong Zhang
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Research Interests
Tong Zhang has a total of 4 co-authors. Here are the top co-authors by number of shared publications:
- Chengquan Hu
College of Computer Science and Technology, Jilin University, Changchun 130012, China
1 shared publication - Kai Wang
College of Computer Science and Technology, Jilin University, Changchun 130012, China
1 shared publication - Yu Gou
College of Computer Science and Technology, Jilin University, Changchun 130012, China
1 shared publication - Yu Jiang
College of Computer Science and Technology, Jilin University, Changchun, China
1 shared publication
Latest Publications
- Open Access
A Machine Learning Approach to Argo Data Analysis in a Thermocline
With the rapid development of sensor networks, big marine data arises. To efficiently use these data to predict thermoclines, we propose a machine learning approach. We firstly focus on analyzing how temperature, salinity, and geographic location features affect the formation of thermocline. Then, an improved model based on entropy value method for the thermocline selection is demonstrated. The experiments adopt BOA Argo data sets and the experimental results show that our novel model can predict thermoclines and related data effectively.
Open AccessA Machine Learning Approach to Argo Data Analysis in a Thermocline
With the rapid development of sensor networks, big marine data arises. To efficiently use these data to predict thermoclines, we propose a machine learning approach. We firstly focus on analyzing how temperature, salinity, and geographic location features affect the formation of thermocline. Then, an improved model based on entropy value method for the thermocline selection is demonstrated. The experiments adopt BOA Argo data sets and the experimental results show that our novel model can predict thermoclines and related data effectively.