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2020 – today
- 2024
[j3]Jiaxin Liu
, Xiongyan Tang, Guangxu Zhu, Xinzhou Cheng, Liqiang Zhao, Hang Li:
Multi-Feature Traffic Prediction Based on Signaling Information for Cellular Network. IEEE Trans. Veh. Technol. 73(2): 2280-2291 (2024)- 2023
- [c77]Xiaomeng Zhu, Yuting Zheng, Bei Li, Yi Li, Yuchao Jin, Rui Xia, Lexi Xu, Zixiang Di, Xinzhou Cheng:
Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer. BMSB 2023: 1-6 - [c76]Lijuan Cao, Chuntao Song, Chang Cao, Lexi Xu, Zhen Xing, Chen Cheng, Zijing Yang, Yi Li, Xinzhou Cheng:
User Perception Analysis Based on Random Forest. ICCT 2023: 885-889 - [c75]Zixiang Di, Tian Xiao, Bei Li, Yunfeng Peng, Jianfei Li, Xinzhou Cheng, Lexi Xu, Xiaomeng Zhu, Hangbo Zheng:
Research on Mobile Network User Complaint Warning Method Based on Multimodal Data. ICT-DM 2023: 1-6 - [c74]Zhaoning Wang, Xinzhou Cheng, Feibi Lyu, Jiajia Zhu, Zhidu Li, Bo Cheng:
NWDAMaaS: A Containerized Real-Time Data Analytic Framework for 5G Self-Organizing Networks. MobiCom 2023: 105:1-105:3 - [c73]Bin Yang, Jing Liang, Yubin Chen, Ying Xing, Wei Gao, Yue Wang, Lexi Xu, Xinzhou Cheng:
Research on Interpretable Customer Churn Prediction Based on Attention Mechanism. TrustCom 2023: 2042-2047 - [c72]Yue Wang, Wei Gao, Xinzhou Cheng, Xin Wang, Lexi Xu, Siwei Wang, Yuanguang Wang, Fanyu Meng, Kunyan Li:
User Relationship Discovery Based on Telecom Data. TrustCom 2023: 2076-2081 - [c71]Yue Wang, Wei Gao, Xinzhou Cheng, Xin Wang, Huiying Zhao, Zhipu Xie, Lexi Xu:
Multi-Granularity Cross-Attention Network for Visual Question Answering. TrustCom 2023: 2098-2103 - [c70]Zhaoning Wang, Jiajia Zhu, Bo Cheng, Xinzhou Cheng, Feibi Lyu, Guoping Xu, Jinjian Qiao, Lu Zhi, Tian Xiao:
An AI-driven Dockerized Lightweight Framework for Smart Home Service Orchestration. TrustCom 2023: 2122-2127 - [c69]Feibi Lyu, Ning Meng, Yuhui Han, Jinjian Qiao, Zhipu Xie, Xinzhou Cheng, Lexi Xu, Zhaoning Wang, Guoping Xu:
Proactive Operation and Maintenance for 5G Networks Based on Complaint Prediction. TrustCom 2023: 2128-2133 - [c68]Heng Zhang, Bing Yan, Yunpeng Li, Lexi Xu, Xinzhou Cheng, Lijuan Cao, Kun Chao, Wei Xia, Qinqin Yu:
Research on Enterprises Growth for Industries in Post-Epidemic Era. TrustCom 2023: 2158-2163 - [c67]Kun Chao, Zhen Xing, Xinzhou Cheng, Jian Guan, Lexi Xu, Xiqing Liu, Yuwei Jia, Lijuan Cao:
Research on Operation Evolution of 5G Non-Public Network. TrustCom 2023: 2175-2180 - [c66]Jinjian Qiao, Guoping Xu, Ning Meng, Feibi Lyu, Xinzhou Cheng, Jiajia Zhu, Lexi Xu, Liang Liu:
Research on Diagnosis System of 5G Data Service Latency Problem. TrustCom 2023: 2181-2186 - [c65]Chen Cheng, Xinzhou Cheng, Jinyou Dai, Xu Xia, Bin Yang, Feibi Lyu, Jie Gao, Wei Zhang, Tian Xiao, Tianyi Wang:
A Novel Algorithm and System of Customer Value Evaluation based on Telecom Operator Big Data. TrustCom 2023: 2228-2233 - [c64]Lexi Xu, Junsheng Zhao, Hong Zhu, Mingde Huo, Xinzhou Cheng, Kun Chao, Jie Li, Jian Guan, Xiqing Liu, Jie Gao:
5G/5G-A Private Network: Construction, Operation and Applications. TrustCom 2023: 2234-2239 - [c63]Zijing Yang, Lexi Xu, Jie Gao, Jie Li, Yang Wu, Xinzhou Cheng:
FedQuant: Stock Prediction with Muti-Party Technical Indicators using Federated Learning Method in Quantitative Trading. TrustCom 2023: 2251-2256 - [c62]Tianyi Wang, Yuhui Han, Wei Zhang, Xinzhou Cheng, Jie Gao, Qingqing Zhang, Qijiao Yang, Fengqiang Chen, Chen Cheng:
Address Localization Method Based on Data Fusion of Core Network and Radio Access Network. TrustCom 2023: 2263-2268 - [i1]Yue Cao, Sifan Li, Chenchen Lv, Di Wang, Hongjian Sun, Jing Jiang, Fanlin Meng, Lexi Xu, Xinzhou Cheng:
Towards Cyber Security for Low-Carbon Transportation: Overview, Challenges and Future Directions. CoRR abs/2305.15071 (2023) - 2022
- [j2]Huanlai Xing, Haoxiang Qin, Shouxi Luo, Penglin Dai, Lexi Xu, Xinzhou Cheng:
Spectrum sensing in cognitive radio: A deep learning based model. Trans. Emerg. Telecommun. Technol. 33(1) (2022) - [c61]Yi Li, Feihu Yang, Yuting Zheng, Lexi Xu, Xu Xia, Tian Xiao, Yuwei Jia, Xinzhou Cheng, Guanghai Liu:
Joint LSTM and Periodic Decision Algorithm for 5G Massive MIMO. IWCMC 2022: 708-712 - [c60]Yuwei Jia, Kun Chao, Xinzhou Cheng, Lin Lin, Lijuan Cao, Yi Li, Yuchao Jin, Zixiang Di, Chen Cheng:
A Novel User Mobility Prediction Scheme based on the Weighted Markov Chain Model. TrustCom 2022: 1078-1083 - [c59]Tian Xiao, Guoping Xu, Bei Li, Lexi Xu, Xinzhou Cheng, Feibi Lyu, Guanghai Liu, Yi Zhang, Qingqing Zhang:
AI based Collaborative Optimization Scheme for Multi-Frequency Heterogeneous 4G/5G Networks. TrustCom 2022: 1129-1135 - [c58]Qingqing Zhang, Tao Zhang, Shikun Jiang, Qiang Zhang, Yuhui Han, Xinzhou Cheng, Yunyun Wang, Xin He, Tian Xiao:
Big Data based Potential Fixed-Mobile Convergence User Mining. TrustCom 2022: 1193-1198 - [c57]Feibi Lyu, Xinzhou Cheng, Lexi Xu, Liang Liu, Jinjian Qiao, Lu Zhi, Zixiang Di, Tian Xiao, Chen Cheng:
Coverage Estimation of Wireless Network Using Attention U-Net. TrustCom 2022: 1255-1260 - [c56]Yuting Zheng, Yi Li, Yuchao Jin, Xiaomeng Zhu, Lexi Xu, Tian Xiao, Bei Li, Xinzhou Cheng:
Mahalanobis Distance and Pauta Criterion based Log Anomaly Detection Algorithm for 5G Mobile Network. TrustCom 2022: 1384-1389 - [c55]Xiaomeng Zhu, Yi Li, Yuting Zheng, Rui Xia, Lexi Xu, Bei Li, Zixiang Di, Lu Zhi, Xinzhou Cheng:
Research on 5G Network Capacity and Expansion. TrustCom 2022: 1473-1478 - [c54]Jian Guan, Xinzhou Cheng, Kun Chao, Xin He, Yuwei Jia, Lexi Xu, Yunyun Wang, Tian Xiao, Bei Li:
Research on Capability Building of Mobile Network Data Analysis and Visualization. TrustCom 2022: 1479-1484 - [c53]Heng Zhang, Wenyu Li, Lianbo Song, Lexi Xu, Xinzhou Cheng, Lijuan Cao, Kun Chao, Wei Xia, Qinqin Yu, Sai Han:
Research on Enterprises Loss in Regional Economic Risk Management. TrustCom 2022: 1485-1490 - [c52]Zixiang Di, Tian Xiao, Yi Li, Xinzhou Cheng, Bei Li, Lexi Xu, Xiaomeng Zhu, Lu Zhi, Rui Xia:
Research on Voice Quality Evaluation Method Based on Artificial Neural Network. TrustCom 2022: 1510-1515 - [c51]Chen Cheng, Xinzhou Cheng, Shikun Jiang, Xin Zhao, Yuhui Han, Tao Zhang, Lijuan Cao, Yuwei Jia, Tian Xiao, Bei Li:
Telecom Big Data assisted Algorithm and System of Campus Safety Management. TrustCom 2022: 1557-1562 - [c50]Yi Zhang, Fan Zhang, Chuntao Song, Xinzhou Cheng, Chen Cheng, Lexi Xu, Tian Xiao, Bei Li:
Telecom Customer Chum Prediction based on Half Termination Dynamic Label and XGBoost. TrustCom 2022: 1563-1568 - 2021
- [c49]Jinjian Qiao, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Feibi Lyu, Liang Liu, Zhaoning Wang, Zixiang Di:
Mobile Network User Perception Prediction based on Random Forest Algorithm. ICT-DM 2021: 43-48 - [c48]Jie Gao, Zhendong Han, Xinzhou Cheng, Tao Zhang, Lexi Xu, Yang Wu, Chen Cheng, Yunyun Wang, Xin He:
Big Data assisted Strategy for Resuming of Work and Production during COVID-19. ICT-DM 2021: 65-71 - [c47]Tian Xiao, Guanghai Liu, Guoping Xu, Yi Li, Xinzhou Cheng, Lexi Xu, Chen Cheng, Shiyu Zhou:
Research on Coverage Ability Assessment of High and Low Frequency based on Machine Learning. ICT-DM 2021: 86-92 - [c46]Lexi Xu, Gaofeng Cui, Chaowei Wang, Xin Hu, Huanlai Xing, Chen Cheng, Xinzhou Cheng, Tao Zhang, Jie Gao, Xin He, Kun Chao:
Cell Load and Resource-aware Flow Shifting Scheme based on Heterogeneous Mobile Networks Data. ICT-DM 2021: 93-100 - [c45]Tao Zhang, Xinzhou Cheng, Jie Gao, Lexi Xu, Chen Cheng, Qingqing Zhang, Yi Zhang:
Research on Mobile and Broadband Integration User Identification based on Big Data Analysis. ICT-DM 2021: 187-192 - [c44]Chen Cheng, Xinzhou Cheng, Xin Zhao, Yuhui Han, Tao Zhang, Jie Gao, Tian Xiao, Lexi Xu, Runsha Dong, Feibi Lyu, Chuntao Song:
Telecom Big Data assisted Identification Algorithm for Poverty Stricken Students in Colleges. ICT-DM 2021: 207-213 - [c43]Feibi Lyu, Chen Cheng, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Zhaoning Wang, Jinjian Qiao, Liang Liu, Zixiang Di:
Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset. ICT-DM 2021: 214-220 - [c42]Yi Li, Yong Wang, Yuchao Jin, Xinzhou Cheng, Lexi Xu, Guanghai Liu:
Research on Wireless Resource Management and Scheduling for 5G Network Slice. IWCMC 2021: 508-513 - [c41]Mingxin Li, Mingde Huo, Lexi Xu, Xinzhou Cheng, Xin Zhao:
Research and Application of Intelligent Antenna Feeder Optimization System based on Big Data. TrustCom 2021: 1363-1368 - [c40]Chen Cheng, Xinzhou Cheng, Yuting Zheng, Lijuan Cao, Yuhui Han, Yuwei Jia, Qingqing Zhang, Yi Zhang, Ya-nan Zhang, Lexi Xu:
A Novel Architecture and Algorithm for Prediction of Students Psychological Health based on Big Data. TrustCom 2021: 1391-1396 - [c39]Heng Zhang, Yuhan Liu, Lexi Xu, Xinzhou Cheng, Lijuan Cao, Wei Xia, Ciguang Yang:
Evaluation and Application of News Transmission Speed in New Media Environment. TrustCom 2021: 1422-1427 - [c38]Yuhui Han, Chen Cheng, Xinzhou Cheng, Lexi Xu, Yuchao Jin, Yuwei Jia, Jie Gao:
A new algorithm for demographic expansion based on multi-scene differentiated communication data. TrustCom 2021: 1508-1513 - [c37]Yuwei Jia, Kun Chao, Xinzhou Cheng, Jian Guan, Lijuan Cao, Yi Li, Chen Cheng, Yuchao Jin, Lexi Xu:
A Hybrid User Recommendation Scheme Based on Collaborative Filtering and Association Rules. TrustCom 2021: 1519-1524 - [c36]Lijuan Cao, Xinzhou Cheng, Lexi Xu, Chen Cheng, Yi Li, Yuwei Jia, Chuntao Song, Heng Zhang:
Preference Recommendation Scheme based on Social Networks of Mobile Users. TrustCom 2021: 1525-1530 - [c35]Yuchao Jin, Yi Li, Deyi Li, Xinzhou Cheng, Lexi Xu, Yuhui Han:
Cell Boundary Prediction and Base Station Location Verification based on Machine Learning. TrustCom 2021: 1531-1536 - [c34]Mingxin Li, Mingde Huo, Xinzhou Cheng, Lexi Xu, Xiaojing Liu, Rui Yang:
Joint Offloading Decision and Resource Allocation of 5G Edge Intelligent Computing for Complex Industrial Application. TrustCom 2021: 1542-1547 - [c33]Shiyu Zhou, Jie Miao, Xiqing Liu, Xinzhou Cheng, Zhenqiao Zhao, Xin Zhao:
Fault Diagnosis of 5G Voice Service Based on Multi-sources data. TrustCom 2021: 1554-1558 - [c32]Xiqing Liu, Hongshui Jing, Shiyu Zhou, Zhenqiao Zhao, Xinzhou Cheng, Lexi Xu:
Key technologies for 5G co-construction and shared base station data automatic configuration. TrustCom 2021: 1559-1563 - [e1]Jia Hu, Shahid Mumtaz, Xinzhou Cheng:
15th IEEE International Conference on Big Data Science and Engineering, BigDataSE 2021, Shenyang, China, October 20-22, 2021. IEEE 2021, ISBN 978-1-6654-0038-1 [contents] - 2020
- [c31]Mingxin Li, Mingde Huo, Xinzhou Cheng, Lexi Xu:
Research and Application of AI in 5G Network Operation and Maintenance. ISPA/BDCloud/SocialCom/SustainCom 2020: 1420-1425 - [c30]Shiyu Zhou, Xiqing Liu, Dengsheng Fu, Xinzhou Cheng, Bin Fu, Zhenqiao Zhao:
5G Core Network Framework Based on Artificial Intelligence. ISPA/BDCloud/SocialCom/SustainCom 2020: 1460-1464
2010 – 2019
- 2019
- [c29]Yuhui Han, Dengsheng Fu, Liang Zhao, Chen Cheng, Xinzhou Cheng, Lexi Xu:
Research on User Behavioral Intention Based on Telecommunication Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1499-1504 - [c28]Changbo Zhu, Xinzhou Cheng, Haina Ye, Jianjian Yang, Lexi Xu, Kun Chao:
5G Wireless Networks Meet Big Data Challenges, Trends, and Applications. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1513-1516 - [c27]Yuwei Jia, Kun Chao, Xinzhou Cheng, Lexi Xu, Xueqing Zhao, Lin Yao:
Telecom Big Data Based Precise User Classification Scheme. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1517-1520 - [c26]Lexi Xu, Xueqing Zhao, Yanli Yu, Yuting Luan, Liang Zhao, Xinzhou Cheng, Kun Chao, Yuwei Jia, Yuhui Han, Haina Ye:
A Comprehensive Operation and Revenue Analysis Algorithm for LTE/5G Wireless System Based on Telecom Operator Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1521-1524 - [c25]Kun Chao, Di Ge, Lexi Xu, Liang Zhao, Yuwei Jia, Xinzhou Cheng:
A Precise Pollution Prevention and Control Method Based on Telecom Operator Data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1525-1528 - 2018
- [c24]Changbo Zhu, Xinzhou Cheng, Lexi Xu, Chen Cheng, Tao Zhang, Haina Ye, Jian Guan:
A Novel Base Station Analysis Scheme Based on Telecom Big Data. HPCC/SmartCity/DSS 2018: 1076-1081 - 2017
- [j1]Lexi Xu, Yuting Luan, Xinzhou Cheng, Yifeng Fan, Haijun Zhang, Weidong Wang, Anqi He:
Telecom Big Data Based User Offloading Self-Optimisation in Heterogeneous Relay Cellular Systems. Int. J. Distributed Syst. Technol. 8(2): 27-46 (2017) - [c23]Mingqiang Yuan, Xinzhou Cheng, Tao Zhang, Yongfeng Wang, Lexi Xu, Chen Cheng, Haina Ye, Weiwei Chen:
Crowdfunding Assisted Cellular System Analysis and Application. 5GWN 2017: 69-78 - [c22]Yuehua Huo, Yanyu Sun, Weiqiang Fan, Xinzhou Cheng, Dong Li, Yinlong Liu:
A Survey on Security Issues in Big Data of Ubiquitous Network. 5GWN 2017: 89-98 - [c21]Guanglu Shao, Weiwei Chen, Xinzhou Cheng, Lexi Xu, Tao Zhang, Chen Cheng:
Telecom Big Data Based User Analysis and Application in Telecom Industry. 5GWN 2017: 99-109 - 2016
- [c20]Jie Gao, Xinzhou Cheng, Lexi Xu, Haina Ye:
An interference management algorithm using big data analytics in LTE cellular networks. ISCIT 2016: 246-251 - [c19]Lei Zhang, Heng Zhang, Pengfei Ren, Xinzhou Cheng, Weiwei Chen:
A practical 4G sites planning scheme based on 3G multi-dimensional data analysis. ISCIT 2016: 252-257 - [c18]Lexi Xu, Yuting Luan, Xinzhou Cheng, Huanlai Xing, Yu Liu, Xiangui Jiang, Weiwei Chen, Kun Chao:
Self-optimised joint traffic offloading in heterogeneous cellular networks. ISCIT 2016: 263-267 - [c17]Haina Ye, Xinzhou Cheng, Mingqiang Yuan, Lexi Xu, Jie Gao, Chen Cheng:
A survey of security and privacy in big data. ISCIT 2016: 268-272 - [c16]Fei Su, Yi Peng, Xu Mao, Xinzhou Cheng, Weiwei Chen:
The research of big data architecture on telecom industry. ISCIT 2016: 280-284 - [c15]Tao Zhang, Xinzhou Cheng, Mingqiang Yuan, Lexi Xu, Chen Cheng, Kun Chao:
Mining target users for mobile advertising based on telecom big data. ISCIT 2016: 296-301 - [c14]Heng Zhang, Lei Zhang, Xinzhou Cheng, Weiwei Chen:
A novel precision marketing model based on telecom big data analysis for luxury cars. ISCIT 2016: 307-311 - [c13]Xinzhou Cheng, Mingqiang Yuan, Lexi Xu, Tao Zhang, Yuwei Jia, Chen Cheng, Weiwei Chen:
Big data assisted customer analysis and advertising architecture for real estate. ISCIT 2016: 312-317 - [c12]Chen Cheng, Xinzhou Cheng, Mingqiang Yuan, Chuntao Song, Lexi Xu, Haina Ye, Tao Zhang:
A novel cluster algorithm for telecom customer segmentation. ISCIT 2016: 324-329 - [c11]Ke Li, Fei Su, Xinzhou Cheng, Weiwei Chen, Kejing Meng:
The research of performance optimization methods based on Impala cluster. ISCIT 2016: 336-341 - [c10]Jian Guan, Lijuan Cao, Weiwei Chen, Xinzhou Cheng, Lexi Xu, Xiaodong Cao:
A comprehensive method of evaluation for wireless network operation stability. ISCIT 2016: 342-346 - [c9]Fan Zhang, Lexi Xu, Heng Zhang, Xinzhou Cheng, Mingjun Mu:
A novel evaluation method of WCDMA RNC signaling carrying capacity. ISCIT 2016: 352-356 - [c8]Yuwei Jia, Kun Chao, Xinzhou Cheng, Mingqiang Yuan, Mingjun Mu:
Big data based user clustering and influence power ranking. ISCIT 2016: 371-375 - [c7]Runsha Dong, Fei Su, Shan Yang, Lexi Xu, Xinzhou Cheng, Weiwei Chen:
Design and application on metadata management for information supply chain. ISCIT 2016: 393-396 - [c6]Qi Zheng, Rui Liu, Xinzhou Cheng, Songlin Sun, Xuqi Chen:
Optimal downtilts for 3D beamforming in massive MIMO networks with imperfect CSI. ISCIT 2016: 569-573 - [c5]Ying Chen, Yue Li, Songlin Sun, Xinzhou Cheng, Xuqi Chen:
A twin-multi-ring channel model for Massive MIMO system. ISCIT 2016: 606-610 - 2015
- [c4]Lexi Xu, Xinzhou Cheng, Yue Chen, Kun Chao, Dantong Liu, Huanlai Xing:
Self-optimised Coordinated Traffic Shifting Scheme for LTE Cellular Systems. ICSON 2015: 67-75 - [c3]Ying Chen, Songlin Sun, Xinzhou Cheng, Hai Huang:
A Survey on SON for Enhanced ICIC. ICSON 2015: 88-94 - 2014
- [c2]Yuhan Zheng, Fei Qi, Xinzhou Cheng, Xiaojun Jing, Hai Huang:
Compressive sensing based decryption method for covert CDD-OFDM transmission. PIMRC 2014: 27-31 - [c1]Lexi Xu, Yuting Luan, Kun Chao, Xinzhou Cheng, Heng Zhang, John A. Schormans:
Channel-aware optimised traffic shifting in LTE-Advanced relay networks. PIMRC 2014: 1597-1602
Coauthor Index
[c77] [c76] [c75] [c73] [c72] [c71] [c69] [c68] [c67] [c66] [c64] [c63] [i1] [j2] [c61] [c59] [c57] [c56] [c55] [c54] [c53] [c52] [c50] [c49] [c48] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [c40] [c39] [c38] [c37] [c36] [c35] [c34] [c32] [c31] [c29] [c28] [c27] [c26] [c25] [c24] [j1] [c23] [c21] [c20] [c18] [c17] [c15] [c13] [c12] [c10] [c9] [c7] [c4] [c1]
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