A Multimodal Network Security Framework for Healthcare Based on Deep Learning.

As the network is closely related to people's daily life, network security has become an important factor affecting the physical and mental health of human beings. Network flow classification is the foundation of network security. It is the basis for providing various network services such as network security maintenance, network monitoring, and network quality of service (QoS).

[Regional environment, family's endowment and straw disposal behavior: A case study of dry farming areas in Gansu Province, China].

Understanding the treatment and influencing factors of straw is important to improve the utilization efficiency of straw resources and alleviate the negative external effects of the environment. Here, we proposed an analysis framework of farmers' straw disposal behavior based on ecological rationality. The Logit model was used to analyze the farmers' willingness and influencing factors for the selection of straw burning and feed utilization with a dataset of 424 valid questionnaires in dry farming areas of Gansu Province.

[Effects of different tillage measures on upland soil respiration in Loess Plateau].

A field experiment was conducted in Lijiabu Town of Dingxi City, Gansu Province to study the soil respiration and its relations with the canopy temperature and soil moisture content in a rotation system with spring wheat and pea under effects of different tillage measures. Six treatments were installed, i.e.