Matrix factorization recommendation algorithm based on multiple social relationships

S Bin, G Sun - Mathematical Problems in Engineering, 2021 - Wiley Online Library
With the widespread use of social networks, social recommendation algorithms that add
social relationships between users to recommender systems have been widely applied …

Optimal energy resources allocation method of wireless sensor networks for intelligent railway systems

S Bin, G Sun - Sensors, 2020 - mdpi.com
The rapid increase of train speed has brought greater challenges to the safety and reliability
of railway systems. Therefore, it is necessary to monitor the operation status of trains …

Study of cascading failure in multisubnet composite complex networks

G Sun, CC Chen, S Bin - Symmetry, 2021 - mdpi.com
Current research on the cascading failure of coupling networks is mostly based on
hierarchical network models and is limited to a single relationship. In reality, many …

[HTML][HTML] An ecommerce recommendation algorithm based on link prediction

G Liu - Alexandria Engineering Journal, 2022 - Elsevier
In the field of ecommerce, most recommendation algorithms are based on user-item bipartite
graph network (BGN). But this kind of recommendation algorithm is severely lacking in …

Spread of infectious disease modeling and analysis of different factors on spread of infectious disease based on cellular automata

S Bin, G Sun, CC Chen - … journal of environmental research and public …, 2019 - mdpi.com
Infectious diseases are an important cause of human death. The study of the pathogenesis,
spread regularity, and development trend of infectious diseases not only provides a …

A time-sensitive network scheduling algorithm based on improved ant colony optimization

Y Wang, J Chen, W Ning, H Yu, S Lin, Z Wang… - Alexandria Engineering …, 2021 - Elsevier
Cyber-physical system (CPS) is the core technology of Industry 4.0. The deterministic
behaviors of the CPS require real-time deterministic guarantee. Therefore, this paper …

[PDF][PDF] A multi-objective flexible job-shop scheduling model based on fuzzy theory and immune genetic algorithm

DL Shi, BB Zhang, Y Li - International Journal of Simulation Modelling, 2020 - ijsimm.com
This paper explores flexible job-shop scheduling problem (FJSP), using the rolling window
rescheduling strategy. The fuzzy delivery time was considered, which satisfies the …

Vital sign measurement in telemedicine rehabilitation based on intelligent wearable medical devices

Y Fan, P Xu, H Jin, J Ma, L Qin - Ieee Access, 2019 - ieeexplore.ieee.org
This paper explores the effects of wearable medical devices (WMDs) in vital sign monitoring,
which is the key to telemedicine rehabilitation. First, 60 young patients were selected from …

[PDF][PDF] Collaborative filtering recommendation algorithm based on multi-relationship social network

S Bin, G Sun, N Cao, J Qiu, Z Zheng… - … Materials & Continua, 2019 - cdn.techscience.cn
Recommendation system is one of the most common applications in the field of big data.
The traditional collaborative filtering recommendation algorithm is directly based on user …

Prediction of passenger flow in urban rail transit based on big data analysis and deep learning

K Zhu, P Xun, W Li, Z Li, R Zhou - IEEE Access, 2019 - ieeexplore.ieee.org
Passenger flow prediction is the key to operation efficiency and safety of urban rail transit
(URT). This paper combines the deep learning (DL) theory and support vector machine …