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CNML 2023: Zhengzhou, China
- Proceedings of the 2023 International Conference on Communication Network and Machine Learning, CNML 2023, Zhengzhou, China, October 27-28, 2023. ACM 2023
Chapter 1 - Communication System Modeling and Satellite Communication Technology
- Jinao Wang
, Jiwei Hua
Rogue Nodes Detection Using Idle Parking Resources. 1-5 - Zhongmin Pei
Analysis of node importance of satellite network based on triangular motif. 6-12 - Ying Wang
Research on Web Configuration Software Interactivity Enhancement Technology Based on Vue and Component Library. 13-17 - Weiming Qin
Design and implementation of power communication protocol plug-in based on hot loading. 18-22 - Shuaishuai Pan
Cross Polarization Interference Cancellation Algorithm Based on Maximum Likelihood for Satellite Communication. 23-27 - Fan Jiang
Research on Machine Learning and State Grid Business Risk Prevention and Control Based on the Internet. 28-32 - Zeru Li
Efficient fuzzing testcases generation based on SAGAN. 33-38 - Yuchen Yin
Design and Implementation of Intelligent Radar Anti-jamming Simulation System. 39-43 - Qianglong Meng
Application of Artificial Bee Colony Algorithm in Power Communication Network Routing Optimization Simulation. 44-48 - Ji Qi
Virtualized Network Function Scaling Strategy Based on Additional Momentum BP Neural Network. 49-55 - Yuhao Xu
Indoor location algorithm based on improved Kalman filter. 56-60 - Shikun Zhuo
Insight into the effect and application of LEO satellite network. 61-66 - Bingyu He
A Survey of Multi-Transmission Path Optimization. 67-72 - Shenjie Gao
Research on Intelligent Recommendation Model for Application Systems. 73-77 - Lijun Tong
Research on PIM Characteristics of High-Power RF Connectors. 78-82 - Tao Liu
A Secure Power Data Sharing Scheme Based on Sensitive Data Automatic Recognition. 83-87 - Jinhua Lu
Application Identification Based on Overlap Relationship of Concurrent Flows and Their Durations. 88-92 - Guoquan Zheng
Research on throughput maximization of mass device access based on 5G big connection. 93-96 - Juanning Wang
Automatic testing of computerized interlocks based on recognition of the interlocking host computer interface. 97-100 - Beiming Li
A transform domain communication method based on combinatorial basis function. 101-105 - Zhongfa Zhang
Research on Network Architecture Based on Improved MPLS Protocol and SDN Technology. 106-110 - Jinyu Zhu
End-to-End Performance Verification of 5G-TSN Converged Network. 111-114 - Haiou Li
Application of Federated Learning in mobile communication Anti-telecom fraud. 115-118 - Haichao Wang
Analysis of CDMA capacity of multi-beam satellite under beam coding. 119-122 - Ming Ji
An Opportunistic LEO-based Doppler differential positioning method with baseline optimization. 123-128 - Ruokun Wang
Multi-antenna Signal Synthesis Technique Research Based on Feedforward Neural Network Algorithm in High Frequency Communication. 129-133 - Ni Zeng
Co-channel interference cancellation and equalization in aeronautical telemetry using multiple antennas. 134-139 - Yongjie Li
Digital spread-spectrum watermarking identity authentication technology based on OFDM in satellite-ground communication system. 140-144
Chapter 2 - Information Management and Network Security Technology
- Chaofeng Zeng
Construction of an Emotional Dictionary for Online Comment Text in Knowledge Services. 145-150 - Rui Chen
Design of a comprehensive management and monitoring platform for the operation and security of power information systems. 151-155 - Rong Zhu
A Physical Layer Key Generation Using a Hybrid Quantization Scheme. 156-160 - Rongrui Chen
Low retrieval consumption searchable encryption scheme based on random number pairing. 161-164 - Binyong Li
Petri net-based illegal information flow detection method for node-chain access control model. 165-169 - Ci Xiao
Research on High-Quality Image Generation Based on the AdvDCGAN Algorithm. 170-173 - Fei Yin
Blockchain-Based Data Secure and Traceable Scheme for Industrial Internet of Things. 174-178 - Weijie Zeng, Rui Fan, Zhi Wang, Yu Xiao, Rui Huang, Mouhai Liu:
Research on Docker Container Network Isolation and Security Management for Multi-Tenant Environments. 179-185 - Changchen Wang
A Channel State Information based Respiration Rate Monitoring Method. 186-190 - Hui Li
Application of artificial intelligence in the construction of computer big data security technology platform. 191-195 - Yimeng Li
Traffic Classification of Network Security Agents Based on Feature Fusion Convolutional Neural Network. 196-200 - Zhongwen Zhao
Vulnerability analysis of mission-based spatial information networks. 201-206 - Zihan Xiong
FusedCNN-LSTM-AttNet: A Neural Network Model for Cyber Security Situation Prediction. 207-210 - Xinbo Wang
Application of Deep Learning Based on Artificial Intelligence in Security Monitoring System. 211-214 - Jiayue Xu
Overview of SQL Injection Attack Detection Techniques. 215-225 - Zixuan Jin
Multimodal sentiment analysis based on multiple attention mechanisms. 226-230 - Kewei Li
A hybrid model for classifying malware based on ResNet and Transformer. 231-237 - Runlin Li
A Method for Extracting Sensitive Information from Long Text Based on Natural Language Processing Technology. 238-243 - Jianlu Wu
Design and application adaptation verification of time-sensitive network end system network card based on FPGA. 244-247 - Daojuan Zhang
Multi-source System Log Behavior Pattern Mining Method Based on FP-Growth. 248-254 - Kai Jin
Fuzzy Analytic Hierarchy Process for Brittleness of Computer Network Security System. 255-258 - Ruihang Zhang
Enhancing IoT Security-Exploring the Application of Blockchain. 259-263 - Chunlong Lin
Comparison of Complex Emotion Detection Based on the Basic Emotion Model and the Complex Emotion Model. 264-268 - Lisha Yao
Image Encryption Algorithm Based on Henon Chaos Theory. 269-273 - Lisha Yao
Image Style Transfer Based on CycleGAN. 274-278 - Zihan Wang
Zero Packet Loss Protection Module Based on IEEE 802.1CB Protocol. 279-283
Chapter 3 - Machine Learning and Intelligent Algorithm Modeling
- Tengxiao Mu
Classification model based on improved K-means clustering algorithm. 284-288 - Ruihong Dang
Construction of Online Teaching Effect Evaluation System Based on Complex Learning Behavior Data Analysis. 289-293 - Zihao Liu
Research on SVM intrusion detection algorithm based on improved. 294-297 - Weisong Chen
Measurement Model of Big Data Leakage Risk Tolerance Based on Extended Bayesian Classification Algorithm. 298-302 - Qigui Yao
NFA Regular Expression Matching based Electriuec Power Sensitive Data Recognition Algorithm Design and Simulation. 303-307 - Tong Liu
Edge-cloud Collaboration Based Service Deployment and Resource Allocation in Digital Twin 6G network. 308-311 - Shenjin Chen
Research and application of smart contract technology based on blockchain. 312-319 - Qiao Shen
Research on YOLOv7-tiny Improved Algorithm for Compli-ance Detection of Production Personnel Wearing. 320-326 - Tianxiang Liu
Mirror Detection in Frequency Domain. 327-331 - Nan Wu
A Multicast Scheduling Method Based on EVPN-VXLAN Extension in Data Center Networks. 332-336 - Weixi Wu
Traffic anomaly detection method based on bidirectional autoencoder generative adversarial network. 337-340 - Panlong Yi
Problem-guided Neural Math Problem Solvers. 341-345 - Yangquan Zhou
Reversible Data Hiding Algorithm based on Paillier Encryption. 346-350 - Yue Zong
Deep Deterministic Policy Gradient based Dynamic Virtual Network Embedding Algorithm. 351-355 - Lei Tan
Recurrent Attentive Neural Networks for Sequential Recommendation. 356-360 - Jiwei Li
Efficient retrieval of power structured data with global data access view. 361-365 - Baixin Guo
Neural network reliability analysis based on fault injection. 366-370 - Wenhao Zang
A dueling DQN-based online resource allocation algorithm for cloud computing. 371-376 - Yanling Li
A Variable Step LMS Algorithm Based on Particle Swarm Optimization. 377-381 - Qi Wang
Research on Fast Time-Frequency Synchronization Algorithm for NR System. 382-391 - Hongtao Xie
An Online/Offline Power Data Sharing System Based on Blockchain. 392-397 - Yaqi Zhao
Bearing Fault Diagnosis Based on Parallel Convolutional Neural Network with Attention Mechanism and Bidirectional Gated Recurrent Unit. 398-402 - Si Li
Fairness-Aware Computation Efficiency Maximization for Multi-UAV-Enabled MEC System. 403-407 - Xiaoer Wang
MADDPG: A task offloading algorithm based on multi-agent deep reinforcement learning in vehicle-edge computing. 408-413 - Meng He
LAL-JER: Label-Aware Learning for Adaptive Joint Entity and Relation Extraction with LLM data augmentation. 414-419 - Hao Zeng
Sub-regional multi-AGV dynamic path planning method based on improved A* algorithm. 420-424 - Yanyu Zhang
Dynamic Energy-Based Electric Logistics Vehicle Driving Route and V2V Charging Optimization Algorithm. 425-431 - Tongtong Xu
DFCL: Domain-adaptive federated clustering learning. 432-436
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