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ORCIDCNML 2025: Nanjing, China
- Proceedings of the 2025 3rd International Conference on Communication Networks and Machine Learning, CNML 2025, Nanjing, China, February 21-23, 2025. ACM 2025, ISBN 979-8-4007-1323-1
Chapter 1 - Machine Learning and Predictive Analytics
- Yaojia Chen
:
An Investigation on the BP Neural Network Model for Predicting the Stock Value of Alibaba. 1-6 - Chuanbin Zhang, Kai Li, Jianbin Wang, Qiqiao He, Hongbo Li, Zhenghao Liang:
Fuzzy Knowledge Distillation. 7-11 - Yong Zhang, Ziqing You:
Few-Shot Event Detection Based on Multi-scale Feature Fusion and Multi-way Prototype Network. 12-17 - Xinwu Wang:
Data Analysis of College Practice Teaching Based on Machine Learning Algorithm. 18-23 - Xiaolong Liu, Fuhui Sun, Xiaoyan Wang, Tanfeng Sun:
Legal Core Element Recognition Based on XLNet with Correlation Matrix. 24-31 - Jiahao Wu, Jinzhong Xu, Xiaoming Liu:
Latent Layer Causal Structure Enhancement for Cross-Domain Named Entity Recognition. 32-37 - Falu Zhai, Lu Wu, Chunxiao Wang, Tongyang Hao, Shuchang Zang:
FedSimRep: A Federated Learning Method Based on Data Representation Selection. 38-45 - Moude Yang, Guanghui He, Ronghua Qin:
Enhanced supervised image retrieval method based on image subjects. 46-54 - Hu Deng, Xiwen Qu:
Discriminative Deep Neural Network Model for In-air Handwritten Chinese Character Recognition. 55-60 - Lijuan Sun, Bing Han, Yinyi Cai:
An Approach to Historic District Tourism Experience Based on BERT and TextCNN Deep Learning Models with Web Texts. 61-67 - Yunhan Wang, Menghan Jin, Dongmei Wang, Pingxiang Guan, Yangyang Chen:
Enhancing Financial Market Forecasting with LSTM Networks and Technical Indicators. 68-73 - Jianhui Zhai, Bing Wang, Hongrui Mao:
A Fault Diagnosis Method for Rotating Machinery Based on Gramian Angular Field and DGCN. 74-87 - Hao Yan, Yan He:
Research on Persistent Low Visibility Processes along Rivers in Autumn and Winter Based on Deep Learning. 88-97 - Jiahua Zhou, Sai Wan:
Automatic Modulation Recognition via Pruned LSTM-GRU with Multi-Head Attention. 98-102 - Hao Deng, Yuhui Cao:
An Adaptive Fusion Network Integrating Multi-Source Feature for Remote Sensing Image-Text Retrieval. 103-109 - Rui Ma, Huinan Zhao, Xiuzhuo Wei, Ruoyan Wan:
Research on the Prediction Model of Community Welfare Needs Based on Big Data. 110-114 - Yuehuan Zhang:
Research on Aircraft Delivery Forecasting and Supply-demand Matching Optimization Based on Machine Learning Algorithm. 115-119 - Xinpeng Lei, Fucheng Wan:
Research on Multi-Agent Question Answering Based on Large Language Models. 120-125 - Shicheng Zhou, Zizhou Zhang, Rong Zhang, Yuchen Yin, Chia Hong Chang, Qinyan Shen:
Regression and Forecasting of U.S. Stock Returns Based on LSTM. 126-130 - Tianyu Wang, Xiantao Jiang:
ARIMA-BIGRU Stock Forecast Model Based on Bayesian Optimization. 131-136 - Xinyi Su, Xiaodong Wang, Biao Li, Xiaoping Huang, Yuyanzhen Zhong, Yong Shuai:
An Improved and Combined Model for Data Pricing Based on Automated Machine Learning and Knowledge Graph. 137-141 - Junwen Yang, Yanci Zhou, Yijin Li, Guohua Zhu:
Optimization of RAG multi query rewrite generation strategy based on markov decision process. 142-148 - Yang Long:
Financial Time Series Data Analysis Based on Data Mining. 149-153 - Tianyu Gao, Chunjie Zhang, Xiaohan Zhang:
CNN-LSTM Radar Signal Sorting Algorithm Fusing Intra-pulse and Inter-pulse Multi-dimensional Features. 154-161 - Zhilong Gao, Chunsheng Hua:
Semi-supervised Lightweight Object Detection Method Based on Improved YOLOv7-tiny. 162-170 - Wei Zhao, Pengao Li:
Point-of-interest prediction based on multimodal knowledge graph embedding. 171-177 - Wei Zhao, Ziyang Zhang:
Knowledge Graph Completion Fusing Description and Structural Feature. 178-184 - Shengrui Hou, Jie Kong:
A Novel Embedding Model for Knowledge Graph Completion Based on Dilated Convolution. 185-189 - Dong Wang, Xia Zhao, Yafei Ji, Huiyong Wang:
Development of an Interpretable Early AKI Prediction Model in ICU Using the LightGBM. 190-195 - Congtai Han, Wentao Xue:
CCP-YOLO: Improved visible ship target recognition for YOLOv7-tiny. 196-201 - Xinrui Zhang, Peng Fu:
A novel fusion of dense-sparse representation and large kernel attention mechanism for semantic segmentation network of street view images. 202-206 - Miao Wang, Li Feng:
Research on interference signal recognition based on nonlinear support vector machine and logistic regression. 207-211 - Yueke Zheng:
Leveraging Ensemble Learning for Accurate Medal Prediction in Olympic Competitions. 212-216 - Wenzhe Du:
Research on automatic pricing and replenishment forecasting of vegetable commodities based on data analysis and optimization model. 217-222 - Wenyang Chen, Yonghang Tai, Zhuanxuan Hu:
A Continuous Feature Learning-Optimized Semi-Supervised Framework for Medical Image Classification. 223-228 - Boxuan Ma, Changsheng Li, Wenxuan Zhang, Yichi Zhang:
Predictive Analysis of PM2.5 Concentration in Taiyuan City Based on Deep Learning. 229-233 - Shuangyuan Li, Chang Liu, Pengbo Si, Meng Li:
Machine Learning-Based Multi-User Semi-Blind Signal Detection in Non-Orthogonal Multiple Access. 234-239 - Jian Mao, Lei Chen, Jie Xu, Chenyang Ding, Shicheng Xu:
Research on Intelligent Methods for Intra-Prediction Mode Selection in Video Coding Based on Frequency Domain. 240-246 - Yue Zhai, Lufeng Li:
Improving Student Behavior Prediction and Classroom Interaction Optimization in Hospital Financial Management Course by Deep Transfer Learning Model. 247-251 - Peng Peng, Jiamin Cao, Xiaofei Xu, Wenyi Zhang, Haotian Liu, Xuanlin Meng, Jun Wang:
Research on Multi Sensor Neural Network Decision and Prediction System to Cloud Platform. 252-255 - Qi Zhou:
Deep Learning Approaches for Enhanced Predictive Modeling of Carbon Prices. 256-262 - Xiwen Gao:
Ecological civilization evaluation model based on neural network. 263-268 - Weichen You:
Machine Learning Based Structural Design and Performance Prediction of Advanced Materials. 269-272
Chapter 2 - Communication Systems and Networking
- Shuo Lin:
Internet of Vehicles Communication and Quantum Circuit Simulation Based on Quantum State Secure Transmission. 273-278 - Meng Yue, Tian Gao, Sunshuo Shi, Zhijun Wu:
IMOEG: IMO-ELM-GRNN-Based ADS-B Attack Detection and Recovery. 279-284 - Changyue Wang, Cong Zhang, Xinyu Liu, Nan Wang, Jingyu Guo, Xiaofeng Tang:
Carbon Trading Price Prediction Based on Complex Wavelet Transform and Gaussian Process Twice Decompose. 285-290 - Xingxing Ai, Ao Deng, Zeng Li, Shaochuan Wu:
Channel Estimation for High-speed Mobile MIMO-OFDM Systems Using Deep Learning. 291-297 - Xingbiao Cai, Hanwang Qian, Jiang Wang:
The AODV Routing Protocol Based on Probabilistic Flooding and Multi-constraint Fusion Strategy. 298-303 - Fan Zhao:
Research on Network Security Threat Detection and Response Mechanism Based on Artificial Intelligence. 304-307 - Lei Zhou, Xuefeng Zu, Kepeng Gu, Zhijian Zheng:
Joint Optimization of Communication and Computing Resource in IRS-Assisted NOMA Mobile Edge Computing Systems. 308-313 - Huiwen Lu, Jin Li, Jiuqi Yin, Xingwen Li:
A Refractory Period-Incorporated LIF Neuron Circuit for Scalable Large-Scale Integration. 314-318 - Xianyi Bao, Xiangwei Dang, Ying Xu, Yunfei Zhang, Runtian Jia:
Design of a Wireless Transmission Signal Simulation System Based on STM32 Microcontroller. 319-325 - Haiwen Xie:
Investigation of Time-Constrained Multi-Agent Distributed Task Allocation. 326-329 - Qunjun Xie, Yulin Shi, Liang Gou:
Centralized Multipath Robust Routing Algorithm for GEO/LEO Satellite Networks. 330-335 - Shengjun Xiong, Lisheng Zhou, Yuxin Xiong, Dong Li:
Low-Computational Algorithm for Check Node Processing in Non-Binary LDPC Decoders. 336-340 - Qi Li, Luhao Zhao, Haifeng Wang, Shuang Gao, Shanpeng Wei, Min Lu:
Design of intelligent monitoring buoy system based on multi-parameter sensing. 341-347 - Hao Zhu, Youwen Zhang:
Research on Direct Spread Spectrum Sequence Synchronization Technology for Underwater Acoustic Multi-User Positioning Systems. 348-353 - Fangzhou Wang, Youwen Zhang:
Research on the Gain Control algorithms of Long Baseline Positioning System based on High Performance FPGA. 354-360 - Jin Wang, Youwen Zhang:
Research on the Design and Implementation of the Receiving Circuit for Underwater Acoustic Long Baseline Positioning Systems. 361-367 - Yang Qiao, Youwen Zhang:
Underwater Acoustic Communication Algorithm Based on Turbo Code. 368-373 - Dongyu Xu, Zhaodi Wang, Biao Leng:
Single-satellite Multi-beam Antenna Interference Localization based on Two-stage Localization Optimization. 374-380 - Xinhui Song, Yuzhe Li, Qinmin Yang, Bo Fan:
Indoor Height Estimation Method for Scissor Lift Based on Sensor Information Fusion. 381-388 - Haozhen Jia, Xin Chen, Daxing Dong:
FPGA-Based Implementation and Quantization of Convolutional Neural Networks. 389-393 - Xia Liu, Yang Wu:
Improving Channel Capacity of VDE-SAT Downlink via Joint User Grouping with Fairness Consideration. 394-399
Chapter 3 - Semantic Analysis and Intelligent Applications
- Meng Wu, Zeyu Li, Yu Wang, Yi Wei, Ying Chen, Xiaoyue Tu:
Remote Sensing-Based Agricultural Damage Assessment: A Semantic Segmentation Method for Analyzing Corn Field Changes. 400-405 - Dan Wang, Jing Lei, Qiang Zhang, Yajie Wang, Zhixiang Zhou:
Automatic Operation Design of Remote Sensing Data Receiving System Based on Finite State Machine. 406-412 - Lin Tan, Bin Xiong, Zezhen Huang:
Intelligent Decision System for Digital Grid Communication Network Integrating Computer Algorithms and Large Models. 413-417 - Jinlong Wu, Gang Zhang:
Research on Crowd Tracking Methods. 418-422 - Fenglian Zhuo:
Compensation mechanism and machine learning application for cooperative watershed management in pollution control. 423-430 - Jikai Wang, Liufeng Yu, Zhiran Qiu, Gangzheng Guo, Jinke Deng, Yajie Dou:
Fuzzy Contribution Rate based Strategic Planning Portfolio Generation. 431-437 - Fei Li, Yuan Chang, Zhiyan Chen:
Spousal Support Mediates the Association of Gender Role Orientation and Marital Satisfaction: An Actor-Partner Interdependence Mediation Model. 438-442 - Haoran Li, Duo Shang, Jun Luo, Chunyu Lu, Huihong He, Xin Hui, Tianran Chen, Ruhui Shi:
Chinese-Russian bilingual LLM for the China-Russia pipeline and its application in disaster scenarios. 443-448 - Zijun Ding, Ming Zhao:
Physical Prior-based Underwater Image Compression. 449-455 - Kuang Lu, Xia Song:
Research on Intelligent Monitoring System for Special Vehicles Based on Cloud Computing and Internet of Things. 456-462 - Hongxiang Liu:
Physical Layer Security Optimization in IRS-assisted Cooperative RSMA Networks. 463-468 - Cheng Wen, Meng Yue:
Design and Implementation of a Multi-Level Dynamic Key Management Scheme for Secure Aeronautical Broadband Communication Systems. 469-473 - Runnan Zhou, Ping Lou:
A Multi-View Feature Fusion-Based Recommendation Model with User-Side Data Mining. 474-479 - Kai Tang, Ning Ma, Wenyan Jin, Bo Zhang, Ganbei Wang:
Research on ToB/ToC Capacity Synergy in 5G Wireless Networks. 480-489 - Shijun Zhang, Ji Jiang, Tie Wang:
Online Public Opinion Risk Assessment Model Based on AHP. 490-493 - Jiahui Yang:
ST-CNN+Transformer: A Novel Approach for Data Fusion and Urban Functional Zone Recognition. 494-499 - Kang Li, Xiaoxiao Zhang, Xin He, Chunlai Li:
Multi-Sight Passthrough: A Real-Time View Synthesis with Improved Visual Quality for VR. 500-507 - Weiwei Wang, Wenyang Gan, Zixiang Qu:
Design of a Sliding Mode Roll Angle Controller for AUV Based on High-Order Disturbance Observer. 508-512 - Qiyan Yan, Zhibin Xiao, Yali Huang, Lei Li:
Research on Industrial Robot Control and Path Planning Based on Deep Learning. 513-518 - Meiping Wang, Zongliang Xia:
Research on Artificial Intelligence in Libraries. 519-526 - Bing Li, Haicen Shen:
Research on Customer Churn Prediction for IoT Cloud Platforms Based on the TMRF Algorithm. 527-532 - Jiahui Zhu, Xianyang Xu:
A Coverage-Enhancing Scheme for Heterogeneous Directional Wireless Sensor Networks. 533-537 - Xiucui Wang, Menchita F. Dumlao:
Analysis of Passenger Satisfaction Evaluation Metrics Based on Machine Learning. 538-543
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