Xiaoyan Liu

Private colleges teachers evaluation system based on support vector machine (SVM)

2015 · Advances in engineering research/Advances in Engineering Research

Private college is the important constituent of higher education system ,To improve the quality of teaching,to promote teachers' quality and enhancement the teachers' teaching ability ,it is necessary to evaluate teacher's ability.Paper is on the …

An Explainable Educational Resource Recommendation Model Based on Matrix Factorization

2021 · 2021 7th IEEE International Conference on Network Intelligence and Digital Content (IC-NIDC)

The recommendation algorithm based on hidden variables are widely used in educational resource recommendation systems. However, such algorithms and their recommendation results lack explainability, which affects the application effect of recommendation. Therefore, we propose an …

Design of plasmonic enhanced all-optical phase-change memory for secondary storage applications

2022 · Nanotechnology

Phase-change optical device has recently gained tremendous interest due to its ultra-fast transmitting speed, multiplexing and large bandwidth. However, majority of phase-change optical devices are only devoted to on-chip components such as optical tensor core …

Consensus-Based Decentralized Federated Learning for Model Training Services in IoV

2025

With the rapid development of the Internet of Vehicles (IoV), massive amounts of distributed data are continuously generated, raising critical challenges in ensuring service reliability and security. Federated Learning (FL) has emerged as a promising …