Xinzhou Cheng

Orcid: 0009-0008-5005-9736

According to our database1, Xinzhou Cheng authored at least 81 papers between 2014 and 2024.

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Bibliography

2024
Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network.
IEEE Trans. Veh. Technol., 2024

2023
Towards Cyber Security for Low-Carbon Transportation: Overview, Challenges and Future Directions.
CoRR, 2023

Research on Enterprises Growth for Industries in Post-Epidemic Era.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

FedQuant: Stock Prediction with Muti-Party Technical Indicators using Federated Learning Method in Quantitative Trading.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Research on Interpretable Customer Churn Prediction Based on Attention Mechanism.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

5G/5G-A Private Network: Construction, Operation and Applications.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

An AI-driven Dockerized Lightweight Framework for Smart Home Service Orchestration.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Address Localization Method Based on Data Fusion of Core Network and Radio Access Network.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Multi-Granularity Cross-Attention Network for Visual Question Answering.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

User Relationship Discovery Based on Telecom Data.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Research on Diagnosis System of 5G Data Service Latency Problem.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Proactive Operation and Maintenance for 5G Networks Based on Complaint Prediction.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

A Novel Algorithm and System of Customer Value Evaluation based on Telecom Operator Big Data.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

Research on Operation Evolution of 5G Non-Public Network.
Proceedings of the 22nd IEEE International Conference on Trust, 2023

NWDAMaaS: A Containerized Real-Time Data Analytic Framework for 5G Self-Organizing Networks.
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 2023

Research on Mobile Network User Complaint Warning Method Based on Multimodal Data.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2023

User Perception Analysis Based on Random Forest.
Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer.
Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022
Spectrum sensing in cognitive radio: A deep learning based model.
Trans. Emerg. Telecommun. Technol., 2022

Research on 5G Network Capacity and Expansion.
Proceedings of the IEEE International Conference on Trust, 2022

Mahalanobis Distance and Pauta Criterion based Log Anomaly Detection Algorithm for 5G Mobile Network.
Proceedings of the IEEE International Conference on Trust, 2022

Telecom Customer Chum Prediction based on Half Termination Dynamic Label and XGBoost.
Proceedings of the IEEE International Conference on Trust, 2022

Big Data based Potential Fixed-Mobile Convergence User Mining.
Proceedings of the IEEE International Conference on Trust, 2022

Research on Enterprises Loss in Regional Economic Risk Management.
Proceedings of the IEEE International Conference on Trust, 2022

AI based Collaborative Optimization Scheme for Multi-Frequency Heterogeneous 4G/5G Networks.
Proceedings of the IEEE International Conference on Trust, 2022

Coverage Estimation of Wireless Network Using Attention U-Net.
Proceedings of the IEEE International Conference on Trust, 2022

A Novel User Mobility Prediction Scheme based on the Weighted Markov Chain Model.
Proceedings of the IEEE International Conference on Trust, 2022

Research on Capability Building of Mobile Network Data Analysis and Visualization.
Proceedings of the IEEE International Conference on Trust, 2022

Research on Voice Quality Evaluation Method Based on Artificial Neural Network.
Proceedings of the IEEE International Conference on Trust, 2022

Telecom Big Data assisted Algorithm and System of Campus Safety Management.
Proceedings of the IEEE International Conference on Trust, 2022

Joint LSTM and Periodic Decision Algorithm for 5G Massive MIMO.
Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

2021
Fault Diagnosis of 5G Voice Service Based on Multi-sources data.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Evaluation and Application of News Transmission Speed in New Media Environment.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Key technologies for 5G co-construction and shared base station data automatic configuration.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Research and Application of Intelligent Antenna Feeder Optimization System based on Big Data.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Joint Offloading Decision and Resource Allocation of 5G Edge Intelligent Computing for Complex Industrial Application.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Cell Boundary Prediction and Base Station Location Verification based on Machine Learning.
Proceedings of the 20th IEEE International Conference on Trust, 2021

A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules.
Proceedings of the 20th IEEE International Conference on Trust, 2021

A new algorithm for demographic expansion based on multi-scene differentiated communication data.
Proceedings of the 20th IEEE International Conference on Trust, 2021

A Novel Architecture and Algorithm for Prediction of Students Psychological Health based on Big Data.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Preference Recommendation Scheme based on Social Networks of Mobile Users.
Proceedings of the 20th IEEE International Conference on Trust, 2021

Research on Wireless Resource Management and Scheduling for 5G Network Slice.
Proceedings of the 17th International Wireless Communications and Mobile Computing, 2021

Research on Mobile and Broadband Integration User Identification based on Big Data Analysis.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Cell Load and Resource-aware Flow Shifting Scheme based on Heterogeneous Mobile Networks Data.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Research on Coverage Ability Assessment of High and Low Frequency based on Machine Learning.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Mobile Network User Perception Prediction based on Random Forest Algorithm.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Big Data assisted Strategy for Resuming of Work and Production during COVID-19.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Telecom Big Data assisted Identification Algorithm for Poverty Stricken Students in Colleges.
Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

2020
5G Core Network Framework Based on Artificial Intelligence.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Research and Application of AI in 5G Network Operation and Maintenance.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019
5G Wireless Networks Meet Big Data Challenges, Trends, and Applications.
Proceedings of the 2019 IEEE SmartWorld, 2019

A Comprehensive Operation and Revenue Analysis Algorithm for LTE/5G Wireless System Based on Telecom Operator Data.
Proceedings of the 2019 IEEE SmartWorld, 2019

Telecom Big Data Based Precise User Classification Scheme.
Proceedings of the 2019 IEEE SmartWorld, 2019

Research on User Behavioral Intention Based on Telecommunication Data.
Proceedings of the 2019 IEEE SmartWorld, 2019

A Precise Pollution Prevention and Control Method Based on Telecom Operator Data.
Proceedings of the 2019 IEEE SmartWorld, 2019

2018
A Novel Base Station Analysis Scheme Based on Telecom Big Data.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

2017
Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems.
Int. J. Distributed Syst. Technol., 2017

Crowdfunding Assisted Cellular System Analysis and Application.
Proceedings of the 5G for Future Wireless Networks - First International Conference, 2017

Telecom Big Data Based User Analysis and Application in Telecom Industry.
Proceedings of the 5G for Future Wireless Networks - First International Conference, 2017

A Survey on Security Issues in Big Data of Ubiquitous Network.
Proceedings of the 5G for Future Wireless Networks - First International Conference, 2017

2016
Optimal downtilts for 3D beamforming in massive MIMO networks with imperfect CSI.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A practical 4G sites planning scheme based on 3G multi-dimensional data analysis.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A novel precision marketing model based on telecom big data analysis for luxury cars.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A novel evaluation method of WCDMA RNC signaling carrying capacity.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Mining target users for mobile advertising based on telecom big data.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A survey of security and privacy in big data.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Self-optimised joint traffic offloading in heterogeneous cellular networks.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

The research of big data architecture on telecom industry.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

The research of performance optimization methods based on Impala cluster.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Big data based user clustering and influence power ranking.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A comprehensive method of evaluation for wireless network operation stability.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

An interference management algorithm using big data analytics in LTE cellular networks.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Design and application on metadata management for information supply chain.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

Big data assisted customer analysis and advertising architecture for real estate.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A novel cluster algorithm for telecom customer segmentation.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

A twin-multi-ring channel model for Massive MIMO system.
Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016

2015
Self-optimised Coordinated Traffic Shifting Scheme for LTE Cellular Systems.
Proceedings of the Self-Organizing Networks - First International Conference, 2015

A Survey on SON for Enhanced ICIC.
Proceedings of the Self-Organizing Networks - First International Conference, 2015

2014
Compressive sensing based decryption method for covert CDD-OFDM transmission.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Channel-aware optimised traffic shifting in LTE-Advanced relay networks.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014


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