A Deep Learning-Based Multimodal Resource Reconstruction Scheme for Digital Enterprise Management

T Yang, B Zheng - Journal of Circuits, Systems and Computers, 2023 - World Scientific
Nowadays, almost all of the enterprises are facing resources and materials with multimodal
format. For example, textual information can be mixed with visual scenes, and visual …

A Big Data-Driven Intelligent Knowledge Discovery Method for Epidemic Spreading Paths

Y Zhang, J Zhang - Journal of Circuits, Systems and Computers, 2023 - World Scientific
The prevention and control of communicable diseases such as COVID-19 has been a
worldwide problem, especially in terms of mining towards latent spreading paths. Although …

A Hybrid Neural Network-Based Intelligent Forecasting Approach for Capacity of Photovoltaic Electricity Generation

Y Zhang, Y Wang - Journal of Circuits, Systems and Computers, 2023 - World Scientific
In recent years, photovoltaic power generation technology has become the key planning
direction of the country. It is important to effectively predict photovoltaic (PV) electricity …

A deep neural network-based smart error measurement method for fiscal accounting data.

Y Cai, T Wang, S Wang - Mathematical Biosciences and …, 2023 - europepmc.org
The error measurement of fiscal accounting data can effectively slow down the change of
financial assets. Based on deep neural network theory, we constructed an error …

A Big Data-Driven Risk Assessment Method Using Machine Learning for Supply Chains in Airport Economic Promotion Areas

Z Ma, X Yang, R Miao - Journal of Circuits, Systems and Computers, 2023 - World Scientific
With the rapid development of economic globalization, population, capital and information
are rapidly flowing and clustering between regions. As the most important transportation …

An Artificial Neural Network-Based Intelligent Prediction Model for Financial Credit Default Behaviors

Z Chen, Z Wu, W Ye, S Wu - Journal of Circuits, Systems and …, 2023 - World Scientific
With the rapid development of intelligent techniques, smart finance has become a hot topic
in daily life. Currently, financial credit is facing increasing business volume, and it is …

[PDF][PDF] A vision sensing-enhanced knowledge graph inference method for a healthy operation index in higher education

Y Nie, X Luo, Y Yu - Mathematical Biosciences and Engineering, 2023 - aimspress.com
We adopted the method of knowledge mapping to conduct in-depth visualization to propose
the construction method of knowledge mapping-based inference of a healthy operation …

A Deep Learning-Based Surface Defects Detection and Color Classification Method for Solar Cells

H Zhang, Y Zhao, S Huang, H Kang… - Journal of Circuits …, 2023 - World Scientific
In recent years, solar photovoltaic-based power generation technology has become the key
planning direction of many countries around the world. In the process of making solar cells …

NETWORK-AWARE FEDERATED LEARNING ACROSS HIGHLY HETEROGENEOUS EDGE/FOG NETWORKS

S Wang - 2023 - hammer.purdue.edu
The parallel growth of contemporary machine learning (ML) technologies alongside edge/-
fog networking has necessitated the development of novel paradigms to effectively manage …

A novel architecture design for artificial intelligence-assisted culture conservation management system.

Z Zhou - Mathematical Biosciences and Engineering: MBE, 2023 - europepmc.org
Native culture construction has been a prevalent issue in many countries, and its integration
with intelligent technologies seems promising. In this work, we take the Chinese opera as …