Author(s)

Xiaochen Xiao, Jiepu Cui and Qishan Cai

Corresponding Author

Xiaochen Xiao

ABSTRACT

Through the preprocessing of the data set, the data set is divided according to the laboratory status, and the positive ID is selected. We use linear regression to make regression analysis on the time series of the selected data set, and further build BP neural network algorithm model to analyze the relationship between the longitude and latitude of the Bumblebee witness report and the detection date in the data set, and finally predict and analyze the model. The results showed that the longitude and latitude of the witness report and the detection date could predict the propagation of bumblebee.

KEYWORDS

Univariate linear regression, BP neural network, convolution neural network, CNN, image recognition