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ORCIDIoTML 2024: Nanchang, China
- Proceedings of the 2024 4th International Conference on Internet of Things and Machine Learning, IoTML 2024, Nanchang, China, August 9-11, 2024. ACM 2024, ISBN 979-8-4007-1035-3
Chapter 1 - Internet of Things Prediction and Cybersecurity Technology
- Shibo Wu
:
Residual-guided Foreground and Background Synthesis of Surface Defect GAN. 1-5 - Fanteng Kong, Ning Zhu, Wenjun Zhu, Hengpeng Xu, Jun Wang:
Research on Fire Risk Prediction Method Based on Multi-Source Data Perception. 6-10 - Jingheng He, Gang Wang, Lingfei Kong, Chuang Huo, Yunpeng Gao, Ying Wang:
Research on Knowledge Graph and GAN Based Data Expansion Methods. 11-18 - Xiangze Liu, Xiaohui Huang, Yuanchun Lan, Liyan Xiong, Nan Jiang:
SCCGCN: A Skip-Connection Coupled Graph Convolutional Network with Dynamic Fusion Attention Mechanism for Traffic Flow Prediction. 19-23 - Qi Shi, Botao Tu, Yuejin Zhang:
Research on Adaptive Algorithms for IEEE 802.11 MAC Layer Protocol and Beacon Messages. 24-27 - Zhuo Li, Guoqing Zhong, Yong Hu, Jianbin Xu, Nan Jiang, Yuejin Zhang:
Transfer Learning and CNN-based Framework for Intrusion Detection in Highway Internet Toll Systems. 28-33 - Yifan Bian, Dongxiang Luo, Menglong Zhang:
A Review of FPGA Accelerated Computing Methods for YOLO Models. 34-42 - Tianqing Zhou, Guangqiang Dai:
Secure Computation Offloading and Resource Allocation for Ultra-Dense Multi-Access Mobile Edge Computing Networks. 43-47 - Xin Chen, Zhongyuan Gong, Dixin Huang, Nan Jiang, Yuejin Zhang:
Overcoming Class Imbalance in Network Intrusion Detection: A Gaussian Mixture Model and ADASYN Augmented Deep Learning Framework. 48-53 - Yuan Liao, Peixia Cao:
Focal Iou loss: More attentive learning for bounding box regression. 54-59 - Wanting Wang, Xuan Li, Qifan Wang, Wen Jiang, Hui Zhao, Tianqing Zhou:
A Clustering Algorithm for Connectivity in Cognitive Vehicular Network with Digital Twin. 60-64 - Binglin Wei, Chunyu Liu, Jiapeng Liu:
Prediction of Carbon Futures Volatility Based on the Transformer-LSTM-GARCH Hybrid Model. 65-71 - Milu Zhou, Yu Wang, Tingting Li, Tian Yang, Xi Luo:
Distribution Network Load Forecasting Based on Deep Learning. 72-75 - Junnan Jiang:
Construction of a News Event Influence Assessment Model Based on Machine Learning. 76-79 - Kangyang Ji:
A Study of Accessibility Improvement on Android IoT System. 80-84 - Zhong Shao, Yang Yu:
Code vulnerability detection method based on taint analysis and graph neural network. 85-90 - Jiaxin Wang, Xuefei Li:
Regional Clothing Size Prediction Method Integrating Transfer Learning and Ensemble Learning. 91-95 - Zhongyu Gu, Yanzhi Guan, Shuai Zhang:
A text restoration model for ancient texts based on pre-trained language model RoBERTa. 96-102 - Xiao Fu, Junyi Han, Kuo Cao:
An Industrial Internet of Things (IIoT) platform for intelligent wind turbine gearbox fault detection with automatic annotation. 103-107 - Chenglong Tan, Guimei He, Xiaolong Chai:
Simulated Annealing Optimization-based Reliability Analysis of Grey Markov Process. 108-112 - Jingqiang Li, Shiyao Ren, Xuemei Wu:
Text Classification of Civil Aviation Safety Supervision Records Based on the Albert-TextCNN Combined Model. 113-121 - Jingjing Hao, Hanbing Wu, Hang Sun, Baotian Li:
Analysis and Modeling of Automotive Cyber Security Attack Trees. 122-126 - Yiru Qi:
Explore the Review Area: Research on Factors Influencing the Review Helpfulness for Fresh Agricultural Products Based on Machine Learning Methods - - A Case Study of JD E-commerce Platform. 127-132
Chapter 2 - Internet of Things Recognition and Image Processing Technology
- Yufang He, Xinyu Wang, Linlin Liu, Kan Lv, Qian Zhao, Jingshuo Liu:
Thematic analysis of China's medical insurance policy based on LDA model. 133-137 - Jiawei Huang, Ying Zhu:
Safety Protection System for School Regional Electricity Consumption Based on Internet of Things. 138-142 - Zixuan Zhu, Mingyuan Luo, Yintao Zhou, Wei Huang:
A Novel Multi-task-learning Framework of Dementia Diseases Diagnosis based on Synthesized Arterial Spin Labeling Images. 143-148 - Fangjing Niu, Linlin Liu, Jie Ren, Liya Zhang, Fang Xia, Xiaoming Li:
Topic identification and evolution analysis of Chinese technological innovation literature research. 149-155 - Huili Hu, Xi Ye, Zhihong Yang, Quanxin Zhang:
Research on Image Segmentation Method of Plant Leaf Diseases Based on SK-Attention Attention Mechanism. 156-160 - Jiang Shi, Ye Hou, Mingfeng Guan, Hu Ren, Qixiang Li, Yupeng Liu:
Research on Human Behavior Recognition Based on 3D-Ghostnet. 161-166 - Yanqiang Yang, Jingtao Leng, Fu Liu, Yang Hu, Kunlin Xu, Chen Gao:
Recognition of Pedestrian Attributes based on Multimodal Features. 167-174 - Ruijie Ma, Zhen Xu, Shengli Luo, Jiong Wang, Xiang Zhang, Chang Liu:
Pedestrian Re-identification Method Based on ParNet Network. 175-181 - Le Li, Yingwei Liu, Pengfei Zhao, Rongzhe Li, Liqiang Fu, Weilong Ma, Jianwen Hu:
Pedestrian re-identification method based on IBN-Net and negative class center triplet loss. 182-188 - Xiaofeng Song, Yu Zhao, Ke Yi, Yuejin Zhang:
Research on breast ultrasound image segmentation method based on deep learning. 189-194 - Kaisheng Li, Guolong Zhang, Yuejin Zhang:
Cell Image Segmentation Based on Improved DeepLabv3+. 195-199 - Beiling Li, Yuxuan Lai, Yangbo Ling, Ganxiang Li:
Identifying and predicting key factors of customer satisfaction based on machine learning. 200-204 - Jian Zheng, Yichang Guo:
Low-light Lane Detection Based on Instance Feature Association. 205-210 - Zixiang Wang, Hao Yan, Changsong Wei, Junyu Wang, Shi Bo, Minheng Xiao:
Research on Autonomous Driving Decision-making Strategies based Deep Reinforcement Learning. 211-215 - Chenguang Yu, Shengli Li, Yanqian Liu:
A System for the Prediction of Fire Pump Failure Based on Internet of Things and Machine Learning Algorithms. 216-221 - Yan Zeng, Hongmei Li, Sijia Wang, Yun Ge:
A Remote Sensing Image Classification Based on Contrast Learning with Similarity Fusion. 222-228 - Huaiying Tian, Xiaoguang Zhou, Ming Zhou:
Research on the Application of Maximum Entropy Based Algorithm in Precipitation Forecasting. 229-234 - Lin Ma, Lulu Ma, Yonglan Wu, Feng Luo, Xingtian Cao:
WEB Content Recommendation Algorithms in Distance Education. 235-241 - Yuchao Pang, Yuteng Liang, Chong Peng:
A Semantic Composition Computing Model Integrating Dependency Syntax and Semantic Roles from an Educational Perspective. 242-247 - Wenguo Liu, Heng Zhang, Wenzheng Qin, Jiaming Huang:
ZAN: Using Zone-weight Aware Data Layout and NVM to Improve the Performance of Drive-Managed SMR. 248-252 - Yilang Qin, Meng Wang, Jie Zhang, Qing Zhao, Qiaoli Zhao, Guoqiang Li:
Design and application of smart agriculture IoT platform based on microservice architecture. 253-259 - Longwu Peng, Wenhao Shu:
Multi-label feature selection based on granular ball and fuzzy neighborhood mutual information. 260-266 - Rui Liu, Xiannan Luo, Tao Lu, Yingli He, Zhenqi Fan, Zhonglin Ding:
Parallel Access Algorithm Based on Fusion Terminals. 267-271 - Chen Feng, Yifan Li, Zhaoda Chen:
Multi-level Semantic Feature Fusion Text Classification Model Based on BERT. 272-276 - Xuepin Guo, Xinyu Cui, Haixia Long, Shulei Wu:
Research on Similarity Calculation Method of Cloud Model Based on Bidirectional Membership Degree. 277-280 - Yongjie Zhang:
Research on V2V-based Cooperative Collision Avoidance System for Autonomous Driving. 281-285 - Zhihao Gao, Yintao Zhou, Wei Huang:
Microstructure Identification of Iron-Carbon Alloys Using Deep Learning. 286-290 - Fan Peng:
Design and Optimization of Central Air Conditioning Systems Based on Digital Twin Technology. 291-296 - Yuan Wang, Lei Chen, Jiacheng Nie, Wenkai Ma, Pengyu Song, Di Mei:
Optimization of Machine Vision Dynamic Monitoring System Based on Deep Learning Algorithms. 297-302 - Hailiang Chen, Tianning Chu, Lei Yang, Zhijian Wang, Liang Xue:
Digital Twin Warehouse Management Platform Developed Based on Unity3D. 303-310 - Lei Wu, Jianhui Li, Zixin Guo, Weiwen Huang, Weijie Zhu:
Optimal trajectory control of the wall polishing robot. 311-316 - Jiashuang Zhu, Zixin Yan, Chenran Luo, Xiangdong Zhou, Xia Liu, Yazhuo Li:
Intelligent Monitoring System for Subway Environmental Safety based on Edge Computing. 317-321 - Huizhen Xu:
Research on Enterprise Digital Economy Management System Based on Blockchain Technology under Artificial Intelligence. 322-328 - Man Gao, Yingmeng Li, Yun Qian, Gege Zhu, Xiaohong Hu:
Intelligent inspection system for river basin based on yolov5. 329-336 - Kaifan Liang, Yueyang Li:
Optimizing the Coordination between High Rise Building Structure and Space Use Using Simulated Annealing Algorithm. 337-343 - Bo Peng:
Research on the Design of Intelligent Building Control System Based on CAN Algorithm. 344-349 - Yihao Zheng, Zhaohui Yuan:
A Multi-Channel Monitoring and Maintenance Platform for Unmanned Surveillance Station Network. 350-355 - Jin Wang:
Research on the Design of Teaching Evaluation System for College Teachers Based on Fuzzy Comprehensive Evaluation Algorithm. 356-361 - Hanqiao Sun:
Building a Data-Mining-Based Teaching Performance Assessment System for College Teachers. 362-366 - Huikun Hao, Zhenwen Sheng, Jianwei Chen:
Design and Development of an Intelligent Eco-Health Environment Monitoring System Based on IoT Technology. 367-372 - Ganfeng Mao:
Research on Digital Economy Data Processing Systems Based on Artificial Intelligence Algorithms. 373-379 - Yuze Zhu:
AI-Based Identification of Wear and Corrosion on Steel Surfaces. 380-385 - Shiyu Yang, Dazhi Liu:
Traditional Ceramic Manufacturing Process Optimization Method Based on Cloud Computing and Deep Learning Algorithms. 386-390 - Han Zhu:
Application Research of Intelligent Parking System Based on Parking Guidance Technology. 391-395 - Dong Wang:
Research on Smart Teaching Cloud Platform Based on Artificial Intelligence Algorithms. 396-402 - Lin Liu:
Research on Enterprise Digital Economy Management System Based on Clustering Algorithm. 403-408 - Yusong Zhou, Zechuan Qin:
Research Trends and Hotspots in the Integration of Mechanical Engineering and Artificial Intelligence: A Bibliometric Perspective. 409-414 - Jiawei Zhang, Jingbing Wu, Hanxi Wang:
The Mainstream Technology of Assisted Driving Based on Object Detection in China. 415-420 - Leilei Zhang:
Research on Financial Prediction System Based on Artificial Intelligence and Blockchain. 421-426 - Chenqi Cui, Gangyi Ding, Zheng Guan, Chengyuan Cui, Ping Niu, Xianhua Tang:
Fire and Smoke Detection and System Based on Multi-granularity Quantization Model. 427-432
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