A novel architecture and algorithm for prediction of students psychological health based on big data

C Cheng, X Cheng, Y Zheng, L Cao… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
Psychological health of students has become a widespread social problem, while the
management and assessment of college students' psychological health is still stay in …

Efficient Vertical Mining of Frequent Quantitative Patterns

TJ Czubryt, CCJ Hryhoruk, CK Leung… - 2023 IEEE Intl Conf …, 2023 - ieeexplore.ieee.org
Frequent pattern mining has become popular in big data analytics and knowledge discovery
as it discovers sets of items (eg, merchandise items or events) that co-occur frequently …

Cell Load and Resource-aware Flow Shifting Scheme based on Heterogeneous Mobile Networks Data

L Xu, G Cui, C Wang, X Hu, H Xing… - … on Information and …, 2021 - ieeexplore.ieee.org
In the past decade, 4G networks have been widely deployed, meanwhile, 5G networks start
to deploy recently. 4G and 5G heterogeneous mobile networks envisage the challenge of …

A new algorithm for demographic expansion based on multi-scene differentiated communication data

Y Han, C Cheng, X Cheng, L Xu, Y Jin… - 2021 IEEE 20th …, 2021 - ieeexplore.ieee.org
Data expansion is one of the commonly used steps in big data analysis applications. This
paper proposes a data expansion method, which is based on operator data and considers …

Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer

X Zhu, Y Zheng, B Li, Y Li, Y Jin, R Xia… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
The introduction of co-construction and sharing makes the network structure increasingly
complex. The 5G network should meet the business needs of both operators. How to …

Research and Application of 5G Edge AI in Medical Industry

S Tang, M Huo, Y Du, Y Huo, Y Zhang… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
With the development of 5G and AI technology, the infectious virus detection framework
system based on the combination of 5G MEC and medical sensors can effectively assist in …

Research on Abnormal Energy Consumption Monitoring of Base Station Equipment Based on LightGBM

Y Fang, X Qi, S Zhang, A Shen, Y Cen… - 2023 IEEE 23rd …, 2023 - ieeexplore.ieee.org
With the large-scale construction of 5G, the operating cost of the communication industry is
increasing year by year, and the energy consumption management of wireless base stations …

Coverage Estimation of Wireless Network Using Attention U-Net

F Lyu, X Cheng, L Xu, L Liu, J Qiao… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
MDT data have been widely used for 4G/5G wireless network coverage estimation. Whereas
the sparsity of the MDT data makes coverage rate bias when it applied into realistic network …

Research on 5G Network Capacity and Expansion

X Zhu, Y Li, Y Zheng, R Xia, L Xu, B Li… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
The high popularity of 5G has spawned a large number of emerging application scenarios
and diversified business models, meanwhile, it also leads to the increase in network …

Research on Capability Building of Mobile Network Data Analysis and Visualization

J Guan, X Cheng, K Chao, X He, Y Jia… - … Conference on Trust …, 2022 - ieeexplore.ieee.org
In order to meet the needs of data analysis and visualization to assist mobile network
operation decision-making, telecom operators have established several mobile network …