International Conference on Internet of Things and Machine Learning (IoTML 2022) : 16-18 December 2022, Harbin, China / edited by Hongzhi Wang, Xiangjie Kong.

Format:

Book

Contributor:

Wang, Hongzhi, editor.

Kong, Xiangjie, editor.

Series:

Proceedings of SPIE--the International Society for Optical Engineering ; v. 12640.

Proceedings of SPIE--the International Society for Optical Engineering ; v. 12640

Language:

English

Subjects (All):

Machine learning--Congresses.

Machine learning.

Physical Description:

1 online resource.

Other Title:

International Conference on Internet of Things and Machine Learning

Place of Publication:

Bellingham, Washington 98227-0010 USA : SPIE, 2023.

Summary:

This PDF file contains the front matter associated with SPIE Proceedings Volume 12640, including the Title Page, Copyright information, Table of Contents, and Conference Committee information.

Contents:

Optimization of transmission line information management system based on Internet of Things / Yibo Wang; Wanshu Guo; Jiaying Wang; Min Li; Lei Guo; Sijia Zheng A method of ship multi-constraint route planning based on AIS big data / Guangqiang Liu; Shengwei Li; Xinwei Zhou Architecture design of smart light pole system based on IoT technology / Peng Chen; Xu Chen Application of Internet of Things in smart environmental protection in the context of big data / Shaoyi Guo; Batumenghe Batumenghe IOT and fusion algorithm based agriculture system / Liujue Zhang Design of the temperature and humidity detection system for the Internet of Things based on the TPY Board development board / Ning Wang; Changkai Li; Liya Ma; Hui Wu; Siyu Wang; Qijian Wang Research on risk analysis method of industrial fieldbus based on data analysis / Lijun Lu; Weifeng Jin; Chuangxun Zhang; Huafeng Yu; Yilin Ren Research on tourist volume monitoring system of smart scenic spot / Ning Shi; Xiao Wei Chen Distance education management system for high-tech agricultural talents based on cloud computing / Qi Wang; Guanghai Li; Jingang Song Variable screening with binary quantum behavior particle swarm optimization / Xiaohong Peng; Rui Zheng; Jiufu Liu Method for inland water body extraction fused atrous spatial pyramid pooling / Meilin Li; Jie Rui; Songkun Yang; Li Ma; Shuangjun Chen; Keke Jiang Design of IoT monitoring platform for intelligent agricultural weather station / Biao Yu; Wen-hua Cao; Yuan-hui Wang Personalized recommendation system of modern science and technology resources based on hybrid filtering / San-shan Zhao; Yong Li Design of troubleshooting tool for IOT terminal access problems / Yuxiang Zhang; Shi Zhu; Ning Xu; Fuqiang Sun; Haozhi Li Research on a new electric power market trading strategy based on power big data / Tao Wang; Junqiang Jia; Jingfeng Xiao; Lulu Liu; Zhongjiao Wang Research on location optimization in third-party logistics management system / Haitao Liang A metro traffic flow forecasting system coupling singular spectrum analysis, deep bidirectional LSTM networks, and ensemble strategy / Rui Yang; Hui Liu; Yanfei Li Research on the optimization of fresh food logistics distribution path under O2O e-commerce model / Yunchun Cao; Manli Gong Primary education resource-sharing based on feature clustering optimization model / Linchun Tan; Huilin Cao Study on factors affecting agricultural products logistics in Anhui Province based on grey relational analysis / Jiawei Xu Study on the prediction of primary energy consumption based on Markov chain model / Jing Zheng Security risk assessment for distribution Internet of Things / Jiaxuan Fei; Qigui Yao; Shuai Li; Shenjian Qiu Research on the application of virtual simulation technology in the IoT programming class / Fangqin Xu; Xia Gao; Wanying Fu Diagnosis method for the break size of marine nuclear power plant by variable interval classification and probabilistic neural networks / Xinxin Liu; Lei Yu; Xiaolong Wang; Jianli Hao; Hongguang Xiao A fine-grained SAR target recognition method based on bilinear fusion / Zhicheng Chen; Youquan Lin; Long Zhuang; Hui Yu Object detection based on RetinaNet+CBAM attention mechanism / Zhiwei Gao; Ningbo Zhang Recognition of handwritten Tibetan numerals based on IoT devices / Baiyuan Chen Monitoring method of electricity safety status at customer side based on Internet of Things perception / Yifei Shu; Jieying Kang; Bo Fan; Qi Yang; Zhiqiang Ma; Fei Liang Structural re-parameterized YOLOv5s for rapid pig detection / Mingfei Liang; Deli Zhu; Maosheng Yu A study of reinforcement learning for offloading of edge computing tasks / Yuhan Liu; Zhibin Liu; Zhenyou Zhou An adaptive black insertion display method based on human eye activity for virtual reality / Tao Ling; Jing Ling Research and design of intelligent medicine box based on MCU / Yifan Hu Integrate the key persona information and context to improve the performance of multi round dialogue generation / Haoyuan Sang; Junmin Wu Code obfuscation based adversarial example generation method / Jin Li Yolov4-Sensitive: Feature sensitive multiscale object detection network / Ze-qing Zhou; Zhou-yu Gu Research on terminal security access of the power Internet of Things / Ning Xu; Shi Zhu; Haozhi Li; Yuxiang Zhang; Fuqiang Sun Cause analysis of ship collision accident based on complex network theory / Jian Zhou Liu; Huaiwei Zhu; Feng Tian; Tian Chai; Han Xue Intelligent monitoring method of electronic equipment operation status based on Internet of Things technology / Qianwei Shen Design and research of railway foreign material intrusion limit based on new sensor and network / Sixuan Qiu; Ningzhou Li; Xiaojuan Wei; Gaosong Li Spatio-temporal characteristics of highway toll stations based on K-means++ / Jiahao Zhan; Shengwen Yang; Xueyin Wang; Jun Li; Fuze Chen Research on the construction of reverse logistics network of waste household appliances under self-operating mode / Xiahuan Huang; Xifu Wang; Mengru Shen; Chun Wu Research on scheduling optimization of yard crane under low carbon background / Shujuan Li; Zhiyi Ruan; Shaojiong Chen; Weimei Li A narrow band terahertz perfect absorber based on graphene polarization independence / Tao Wang; Jiang Wei; Xu Sun; Xiaodong Jia; Ruijian Cheng Automatic detection method of conveyor belt deviation based on DeepLabv3+ / Zhen Wang; Jiacheng Li; Xiaohui Yang; Honglei Wang; Liang Wang Aerial target recognition based on convolutional neural network / Ziqi Liu; Yuanyuan Xu Effluent water quality prediction method based on no-inflected point neural network / Tonglai Xue; Tianyu Gao; Meng Zhou; Fei Han; Chun Liu Intelligent hydroponic greenhouse based on Internet of Things / Aiying Zhang; Ruquan Liang Design of intelligent waste recycling station based on ARM / Haoxiang Liu; Yueyang Li; Shushun Ge; Yuying Zhao; Pengxiang Kong; Wangyang Wang Mechanical properties analysis of cell surface based on genetic simulated annealing optimization neural network / Yifan Gao; Lanjiao Liu; Mingxin Chen; Liguo Tian Deep learning-based technique for detecting fast lanes / Zongfeng Liu; Junlong Li; Baoyun Wang Analysis and prediction of cardiovascular disease prevalence in middle-aged and elderly men based on machine learning / Lijia Liu; Wanyue Sun; Yiming Dou Research on the relationship between process parameters and mechanical properties of composites based on neural network / Fei Shi; XiaoMing Cheng The classification of patient blood samples with machine learning techniques / Qian Deng; Jiayu Lyu; Haowen Zou Research on similar handwritten character feature extraction algorithm by introducing deformable convolution / Xiaojing Guo; Chongfei Zhang; Xiaoyuan Zhao Research and implementation of Android fraud software detection technology based on machine learning / Yuguo Shen Construction of English teaching quality diagnosis and evaluation model combined with improved EM algorithm / Yi Zuo Research on a cigarette placement method based on multi-source data and neural networks / Taicheng Wei; Shipeng Hou; Haoran Zhu; Haiying Li; Qiaoge Zhang Study on the mathematical model of multi-source time series prediction for gas insulated power equipment and the application of new environment-friendly insulating gas / Shiling Zhang; Liangjun Dai; Qiang Yao Task-based dialogue policy learning based on decision transformer / Zhenyou Zhou; Zhibin Liu; Yuhan Liu Heart disease prediction with discriminative deep neural network / Yichun Wang An action recognition method based on neural architecture search / Kangyong Yin; Zhechen Huang; Suo Qiu; Zhi Wang; Fengbo Tao; Wei Liang; Haosheng Huang Research on heavy truck operation characteristics recognition method based on machine learning / Jiahao Zhan; Shengwen Yang; Xueyin Wang; Jun Li; Xingyun Shi Carbon price forecasting based on data decomposition, adaptive boosting algorithm, and Elman neural network / Shi Yin; Hui Liu; Yanfei Li PM2.5 prediction method using back propagation neural network / Shedrack Nkom Nuhu; Zhu Duan; Yanfei Li Vibration mitigation design and effect prediction of ballast turnout in metro depot / Fang Cheng; Hui Liu Ship trajectory prediction model based on GAN and attention mechanism / Beibei Qin; Guoyou Shi Research on reliability of onshore wind farm power generation equipment / Xiuqi Zhang; Qiruo Sa; Yong Li; Bin Cao.

Notes:

Description based on publisher supplied metadata and other sources.

Includes bibliographical references and index.

ISBN:

1-5106-6492-0