Yang Zhou

An electricity data cluster analysis method based on SAGA-FCM algorithm

2017

The key technology to analyzing electricity data is cluster methods, of which the traditional way has already lost its agility and quality due to the increasing data volume. To this end, this paper presented an …

Research on Construction and Application of TCM Knowledge Graph Based on Ancient Chinese Texts

2019

At present, the “document-centered” literature retrieval and information acquisition methods can no longer meet the demand, and instead are “knowledge-centric” structured, networked and intelligent knowledge services. In order to more effectively analyze the connection between …

Liver Tumor Image Enhancement and CDK1 Gene Mutation Prediction Method

2020

Liver cancer is one of the most common malignancies, which has extremely high mortality rate. Gene sequencing can reveal genetic variants of hepatocytes. The CDK1 gene has the potential to target anti-tumor. Therefore, the prediction …

Federated Fingerprint Learning with Heterogeneous Architectures

2022 · 2022 IEEE International Conference on Data Mining (ICDM)

Recent studies on federated learning (FL) have sought to solve the system heterogeneity issue by designing customized local models for different clients. However, public dataset introduction, sensitive information exchange, non-trivial computational cost, or particular architecture …

Improved Variable Structure Interacting Multimodels for Target Trajectory Tracking and Extrapolation

2024 · International Journal of Aerospace Engineering

To improve the lengthy computation time of conventional variable structure interacting multiple model (VSIMM) algorithm and increase the precision of target prediction and extrapolation, the target state and flight intent information captured by the Automatic …

A Survey on Multimodal Large Language Models for Autonomous Driving

2024

With the emergence of Large Language Models (LLMs) and Vision Foundation Models (VFMs), multimodal AI systems benefiting from large models have the potential to equally perceive the real world, make decisions, and control tools as …