PROCEEDINGS



ISBN: 978-981-18-8813-7

Publisher
RESEARCH PUBLISHING
Singapore

Table of Contents


Preface

Organizing Committee

Program Committee

List of Reviewers


Intelligent Algorithms

Research on Factors Influencing and Strategies to Address Excessive Use of Short Videos among College Students
Lei Cao

The Impact of Digital Finance on Corporate Risk Taking
Lun Yu, Le Yu

The Urgent Strategy of Moral Education in University under the Background of "Internet+"
Meng-Dan Li

Research on Blended Teaching Mode in Continuing Education Under the Background of Internet+
Ya-Ling Luo

A Study on the Impact of Influencer Livestream Marketing on Consumers' Purchase Intention
Fen Tan, Rong Ye, Bing Luo

Research on Multi-task Segmentation Method for Breast Mammography Based on Improved U-Net
Yuan Xu, Tao Tan, Le-Ben Niu

A Novel Matting Algorithm based on Mahalanobis Distance and Fuzzy C-Means Clustering
Min Zhang, Lequan Min, Qun Zhang

A Two-stage Hybrid Multi-objective Competitive Particle Swarm Optimization Algorithm with Assisted Search Techniques
Xiaoding Meng, Hecheng Li

A Multi-Objective Evolutionary Algorithm Based on Reduced-Dimensional Space Partition
Li Xu, Xia Wang, Guo-Sheng Hao, Xiao-Han Yang

A Multitasking Optimization Algorithm based on Multi-elite Transfer
Xiaoyu Li, Lei Wang, Qingzheng Xu

Efficient Ontology Matching Through Co-Evolutionary Compact Genetic Algorithm with Niching Strategy
Xingsi Xue, Tong Su, Miao Ye, Huaiyuan Zheng

Evolutionary Reinforcement Learning by Rank-one Evolution Strategy with Population Size Control
Shuo Wang, Zhenhua Li, Minghui Hu

Firefly Evolutionary Algorithm Based on Decomposition for Many-Objective Optimization
Zhu Liu, Cai Dai

Multi-stage Co-Evolutionary Differential Evolutionary for Solving Constrained Optimization Problems
Zhang Tianfeng, Hecheng Li

Optimization of Low-frequency Acoustic Performance of Micro-seam Plate Absorber
Junfeng Chen, Yuqi Lu

A MOEA/D Algorithm of Weight Vectors and Neighborhood Size with Adaptive Learning
Xiaoling Li, Wei Li, Ying Huang

SPEA2-NIA: A Strength Pareto Evolutionary Algorithm with a Neighborhood Interval Advantage Indicator
Ziqiong Liu, Wei Li, Ying Huang

Solving the Multi-Objective Flexible Job Shop Scheduling Problem with Improved NSGA-II
Hao Fu, Caida Zhu, Dazhi Jiang, Jiali Lin, Qiaomei Li

A Bi-level Optimization Model and Improved Differential Evolutionary for Wind Farm Layout with Different Turbine Types
Erping Song

A Surrogate Model Driven Many-Objective Evolutionary Algorithm
Haojia Yin, Hecheng Li, Tianfeng Zhang

A Novel Niche-based Decomposition Evolutionary Algorithm for Many-objective Optimization
Haonan Zhang, Xiaofang Guo, Xiaoli Wang

A Rapid Network Structure Analysis Method for Low-cost Multi-objective Neural Architecture Search
Siyuan Chen, Wei Fang, Shuwei Zhu

Constrained Single-Objective Optimization Model for Vegetable Automatic Pricing and Replenishment
Yibo Wang, Yanlin Li, Hongrong Wang, Lei Chen

A Short Survey of Large-scale Multi-objective Optimization Algorithms
Hanqing Deng, Xiangjuan Wu, Li Miao, Shuai Li


Intelligent Models

Evolutionary Game Analysis and Simulation of Intelligent Construction Strategies for Logistics Enterprises
Ying Zhao

Construction of Digital Teaching Model for Ideological and Political Courses
Jie Tang, Shuai He

Enhancing Intelligent Tourism Model and Platform Through Big Data
Qiao-Ran Jia, Zeng-Qiang Kong, Ding Li

(G,V)-Invexity Nondifferentiable Generalized Minimax Fractional Programming
Jing Yuan, Xiangyou Li

Properties of G-a-E-Semi-preinvex Functions and Applications in Nonlinear Programming
Yu Li, Jia Wei

A Class of Wolfe-type Duality for Symmetric Differentiable Invex Multiobjective Programming
Yuan Zhang, Yu Li

Coalbed Methane Production Forecasting Based on CNN-GRU Model
Yongchao Ren, Sheng Zheng

Epidemic Prevention and Control of Data Pre-train Large-language Model Application
Yang Fang, Guo Wei Xi, Xu E

Infrared and Visible Image Fusion Based on Two-stage Optimization Model
Lingyuan Zeng, Jin Xie, Weifeng Gao, Hong Li

Blind Image Deblurring Using Spatial Stimuli Gradient Based Regularization (BDSSGR)
Nazia Bibi, Hassan Dawood, Hussain Dawood

Adaptive Regularization Parameter Selection in L1-TV Model for Impulse Noise Removal
Huimin Zhu, Zhibin Chen, Shiyu Pan, Youwei Wen

Graph Convolution Repair GAN for Text-to-Images Synthesis
Li Jianghua, Zhang Shouxin, Xia Weihuan


Machine Learning and Neural Networks

A Review of Graph Convolutional Networks for Skeleton-based Human Action Recognition
Nan Ma, Mengye Zhang, Mohan Wang, Genbao Xu, Chuansheng Xiao, Shangyuan Li

Research on the Effectiveness Evaluation of Epidemic Prevention Education Based on Deep Learning Technology
Wei-Li Zhao, Yuan Xu

Development of a Water Surface Cleaning System Based on Deep Learning
Wei Sun, Yuan Xu, Yi Niu

A Model for Evaluating Undergraduates' Vocational Competence of New Business Education in China
Hai-Dong Li, Rong-Jun Huang, Ya-Juan Yang

Impact of Teacher-Student Relationship on Teaching Evaluations in University's Primary Education Major
Yan-Man Huang, Jie-Yi Zhou

Machine Learning Applications in Psychotherapy: Opportunities and Challenges for Personalized Interventions
You-Yang Ge, Zhi-Hua Xie, Yan-Hong Hu, Jian Zhang, Jing-Ya Yu

Research on the Geographical Location Optimization of Merchandise Exports in Dongguan
Bing Luo, Xiao-Qing Ming, Fen Tan, Ya-Juan Yang

Multi-Zone Temperature Decoupling Control System Based on Fuzzy Neural Network PID Algorithm
Zhanpeng Li, Sheng Zheng

Efficient Mask Recognition Using Modified Faster R-CNN with Depth-wise Separable Convolutions
Yanjun Liu, Lingrui Zhang, Zeyu Fang, Yongyuan Peng, Miao Yu

Algorithm for Enhancing Turbid Water Underwater Images Based on Lightweight Neural Network
Niu Zhijie, Zhang Hao

Focal Neural Network for the Imbalanced COVID-19 Imaging Data
Zhang Xiujun, Sun Xiaoli

LBME: Low-Budget Model Extraction Based on GAN
Yangzhong Wang, Moxuan Zeng, Yangming Zhang, Yaling Zhu, Jia Zeng, Yuqing Zhang

Refining Adversarial Perturbations by Evolutionary Strategies in Black-Box Attack
Shu You, Zhenhua Li, Yining Li

Improving Traffic Sign Detection in YOLOv7
Youfeng Tao, Lin Jiang, Miao Hu, Zhijian Zhang

Research on Data Enhancement Technology for Locomotive Wheel Tread Based on Generative Adversarial Networks
Tianjian Sun

An Improved Shallow-UWnet Based Image Enhancement Method for Turbid Water
Zhang Wenqi, Hao Zhang

The Algorithm of Gene Expression Based on Machine Learning
Fanghan Liu, Zhendong Liu

Optimization of Power Batteries in Reverse Logistics Network
Xue Chen, Lijuan Lu, Pan Fang, Yuxiang Yang, Shuang Yao

Predicting Algorithms of Transcription Factor Binding Sites Based on Deep Learning
Fanghan Liu, Zhendong Liu

Stability Analysis for T-S Fuzzy Neural Network with Two Kind of Delay
Wang Ruliang, Pan Chao, Xia Xin, Li Yaning

Kernel Non-negative Matrix Factorization using Modified Cosine Similarity
Fang Li, Wen-Sheng Chen, Binbin Pan, Bo Chen

Adaptive Fusion Learning on Kernel PLS Method with Derivative Preprocessing for FT-NIR Spectral Data
Huazhou Chen, Quanxi Feng, Wu Ai, Bin Lin, An Chen, Guoqiang Tang, Hai Xie

SODM:Stealing Object Detection Models via Diffusion Model
Yangming Zhang, Suyu An, Moxuan Zeng, Yangzhong Wang, Jun Niu, Yuqing Zhang

Soft Measurement Modeling of Electric Arc Furnace Current and Voltage Based on Iwoa Optimization Support Vector Regression
Dong Xu, Sheng Zheng

A Novel Directed Acyclic Graph-based Hierarchical Propulsion (DAG-HP) Algorithm for MLCS Problem
Shiwei Wei, Quanyou Zhao, Wei Deng, Na Zhao, Junhua Liu

Construction of Regional Carbon Emission Model Based on Random Forest and Grey Relational Analysis
Yinghui Guo , Yongfa Chen, Yingjie Zhu, Jie Wang, Zhijuan Li

A Lightweight Pose Estimation Model Based on Coordinate Classification
Zhijun Wu, Bo Cheng

Bilateral Branch Network Framework Based on Multi-View Feature Aggregation
Xiyan Deng, Xusheng Zhao, Siju Tian, Shangling Chai, Xiaoli Wang, Yuping Wang

A Stochastic Variational Inference Based Bayesian Neural Network Algorithm
Rui Zhao, JinXie, BenChong Li, Weifeng Gao, Hong Li

IIBD: Intra- and Inter-Block Densely CNN for Segmentation Application
Ziyang Huang, Qinmu Peng, Guangxi Peng


Intelligent and Complex Systems

A System for Porphyra Cultivation Environment Monitoring and Equipment Control
Suxiao Wang, Miao Ye, Jin Cheng

On Impact of Cold Chain Logistics for Export of Agricultural Products in Guangdong
Jin-Feng Wang, Ke-Xuan Huang

Vision-based UAV Line Patrol System
Jihao Zheng, Miao Ye, Jinqiang Li

On the Scheme for Performance Management System of Private University Teachers Based on Competency
Xiao-Hong Ju

Application Research of Blockchain Technology in Financial Digital Transformation
Qing-Quan Huang

Design and Realization of Intelligent Delivery Trolley
Shiquan Sun, Miao Ye, Yejin Yang

Cold Chain Logistics Environment Monitoring and Early Warning System Based on Edge Computing
Xu E, Zhenpeng Dai

Research on an Improved Real Time Semantic RGB-DSLAM System for Dynamic Environments
Mingyue Xiao, Shuwen Dang

Design and Implementation of Intelligent Tennis Ball Recycling Robot
Zhibang Jiang, Miao Ye, Peng Wen

Research on Application and Optimization Path of Intelligent Technology in Precision Teaching
Dan Yi, Liju Li

Design of Agricultural Irrigation Control System Based on STM32
Jue Wang, Miao Ye, Hongwen Hu


Clustering and Classification

Matrix Profile based Shapelets Discovery for Time Series Classification
Qin Tao, Jun Yang, Bing Wang, Siyuan Jing

Research on Innovative Paths for Teaching Ideological and Political Education in the Context of Public Opinion
Jun Liu

The Relationship between Corporate Social Responsibility and Corporate Performance: The Moderating Role of Government Intervention and Media Attention
Xiao-Jian Lu, Min-Qiang Zhang, Yan-Fen Chen

SPACE2: Dual Space Learning for Categorical Data Clustering
Fanqi Nie, Pengcheng Yan, Yiqun Zhang, Fangqing Gu, Yang Lu, Yue Zhang

Multi-view Subspace Clustering via Simultaneous Nonconvex Low-rank Tensor Approximation and Structured Sparse Regularization
Jianping Wang, Liqi Huang, Min Li

Video-based Isolated Chinese Sign Language Recognition via MediaPipe and Time Series Classification
Qin Tao, Jun Yang, Bing Wang, Siyuan Jing

A Two-stage Clustering Algorithm Based on Partition and Merge
Zhihe Wang, Xinxin Shi, Hui Du, Huan Wang

Spherical Spectral Clustering Based on Density and Neighbor Rule
Hui Du, Luping Su, Zhiyuan Hu, Qiwen Li

A Noise Points Detection Algorithm for Clustering
Wuning Tong, Jing Wang, Yang Wang, Junhua Liu

Extended Compressed Random Shapelet Forest for Multivariate Time Series Classification
Jun Yang, Guanying Huang, Siyuan Jing, Yong Zhong


Cryptography and Cryptanalysis

Assessment of Guangzhou's Digital Economy Development Level Using the Entropy Method
Xiao-Qing Ming, Bing Luo

An Efficient Reconfigurable Data Path for Different Operation Modes in Symmetric-Key Cryptography
Hua Li

Design of Masking Matrices for Tanner (5,11)-Regular QC-LDPC Codes
Hengzhou Xu, Mengmeng Xu, Jian Wang, Zhongyang Yu, Huaan Li, Hai Zhu

An Automatic Fault Injection Analysis Method Against FPGA Bitstream
Wan Lei, Dan Liu, Lihui Wang

Grover on Fruit-F: Quantum Resource Estimation
Mengxi Xu, Lihua Dong, Yong Zeng, Zeming Li

S-Auditor: an Efficient Data Auditing Solution for Ensuring Integrity and Semantic Correctness
Guodong Han, Hecheng Li


Information Security and Integrity

On the Application of Modern Educational Technology in the Course Teaching of Situation and Policy
Yan Song, Zhu Lv

The Impact of COVID-19 on Thailand's Tourism Industry from the Perspective of International Competitiveness
Rong-Jun Huang, Fen Tan, He-Tao Li, Hui Chen

On Rationality of Performance Evaluation in Level-3 Public Hospitals across Different Regions
Hui-Min Song, Fei-Hu Shen

Financial Risk of Snack Food Industry under New Retail Mode
Jing Han

Double-layer Adaptive Stacking Credit Risk Prediction Based on mRMR-ADASYN
Yiwen Wang, Haifeng Hu, Yingjie Zhu

Empirical Study on Static European Option Hedging with Maximum Utility
Yuxin Zhao, Jianhui Yang

Research on Explicit Solution of Dynamic European Option Hedging Model
Jianhui Yang, Yuxin Zhao

Research on Supply Chain Carbon Emission Reduction Cooperation Under Consumers' Low-carbon Preference and Government Subsidy Policy
Le Ge, Pan Fang, Lijuan Lu, Yuxiang Yang, Shuang Yao

Research on Third-Party Library Detection in Mobile Applications: A Systematic Literature Overview
Han Dan,Zeng Jia,Zhu Yaling,Weng Fangchen, Zhang Yuqing

A Honeypot Deception Game Based on Vulnerability Signal Release
Meijie Zhan, Yuqing Zhang

MADV: A Framework for Copyright Protection of NLP Models Based on Multi-level Adversarial Samples
Suyu An, Yangming Zhang, Moxuan Zeng, Yangzhong Wang, Jun Niu, Yuqing Zhang

A Method for Generating Data that Preserves Privacy and Enhances Utility
Xiaopeng Luo, Zongwei Luo

Surface Defect Detection Model Combining Multi-scale Feature Fusion and Attention Mechanism
Xinghua Ren, Shaolin Hu, Yandong Hou, Ye Ke, Zhengquan Chen, Zhengbo Wu

Research on Partial Centralized Coordination Strategy of Fresh Supply Chain Considering Preservation Costs
Hangzheng Tao, Yuxiang Yang, Mingshun Song

Research on Fire Risk Assessment System for Converter Stations
Yanfei Yu

A Framework for Network Service Analysis based on Multi-dimensional Situation Aggregation
Jiahao Dai, Yongqun Chen, Yucheng Chen, Suixing Wang

Research on the Framework of Large-scale Event Security System Based on Big Data
Lingling Hu

Research Hotspots in Conflict Risks Between Tourism Development and Environmental Protection in Foreign Research
Yi Ding, Junyi Li, Yining Xiong

Research on Agricultural Product Traceability System Based on Blockchain
Chuan-Yu Xiong, You-Hua Xu

Multi-Stage Attack Prediction Model Based on Attack Warning Weight Clustering
Zhang Yaling, Wang Jianian, Wang Yichuan

A Multi-Meta Stacking Ensemble Learning Approach for Intrusion Detection in Industrial Control Systems
Yuchen Du, Yong Zeng, Zhihong Liu, Jianfeng Ma, Qiyun Chen

Overview of Intelligent Connected Vehicle Security
Yaling Zhu, Yongchao Zhong, Haonan Yang, Bo Yang, Jia Zeng, Yangzhong Wang, Yuqing Zhang

A Method for Device Similarity Identification Based on Web Pages Similarity
Fangchen Weng, Jia Zeng, Dan Han, Yaling Zhu, Yuqing Zhang

A Survey of Third-Party Library Security Research in Application Software
Jia Zeng, Dan Han, Yaling Zhu, Yangzhong Wang, Fangchen Weng, Yuqing Zhang

Improved Circular Secure Homomorphic Encryption Scheme
Meng Wu, Xiufeng Zhao, Yu Fu, Weitao Song

Shamir Secret Sharing Scheme Based on Gauss Ring over Finite Fields
Chengtang Cao, Gengran Hu

Recover Secrets from an SGX Enclave with Horizontal Power Analysis
Kun Jiang, Qing Li, Jun Yu

A Zero-watermarking Algorithm Against Rotation Attack Based on DCT
Li Jianghua, Ou Zhiqiang

Network Traffic Anomaly Detection Based on CNN-LSTM Hybrid Neural Network
Siyu Xiang, Caiming Liu, Jingle Shan

RF Fingerprinting Identification with Low-Power Neural Networks
Qianlin Dong, Chunjie Cao, Haoran Li, Yinglin Wang, Jingzhang Sun

Threshold Decryption of LWE Cryptosystem Over Zpk
Liang Li, Gengran Hu


System Analysis and Modeling

Evaluation on Traffic Environment Safety of Existing Residential Areas: A Case Study
Fei Xie, Shuai-Bing Zhang

Research on Graduate Education Quality Evaluation Model Based on PSO-AHP
Zhijuan Li, Yingjie Zhu, Meng Li, Jie Wang, Jiageng Ma

Simulations and Analysis of the Second COVID-19 Epidemic in Beijing
Lequan Min

Stability Analysis and Application of a New HIV Infection Model with CTL Response
Qilin Sun, Lequan Min

An Effective Indicator to Evaluate the Congestion of individual: Compound Congestion Indicator
Qian Zeng

Design of System for Chinese Sign Language Corpus Construction
Peng Jin, Yi Liu, Xueqiang Lv, Siyuan Jing

Application of Artificial Intelligence Models in Workplace Safety
Mengmeng Jiang, Jiawei Wang, Yuzhou Ling, Xiaobo Song, Xinyi Zhang, Xiaoli Wang


Author Index