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2022 4th International Conference on Applied Machine Learning (ICAML)

July 23 2022 to July 25 2022

Changsha, China

ISBN: 978-1-6654-6265-5

Table of Contents

Proceedings 2022 4th International Conference on Applied Machine LearningFreely available from IEEE.pp. 1-1
Proceedings 2022 4th International Conference on Applied Machine LearningFreely available from IEEE.pp. 1-1
Copyright and Reprint PermissionsFreely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-xiv
EditorialFreely available from IEEE.pp. xv-xvii
Organizing CommitteeFreely available from IEEE.pp. xviii-xix
Programme CommitteeFreely available from IEEE.pp. xx-xxi
SponsorFreely available from IEEE.pp. xxii-xxii
Image Classification Based on Convolution and Lite TransformerFull-text access may be available. Sign in or learn about subscription options.pp. 3-7
by Xiaoliang Han, Kaihe Wang, Shengxia Tu, Weisong Zhou
Self-Supervised Learning Combined Group and Instance Discrimination for Small Sample SAR ATRFull-text access may be available. Sign in or learn about subscription options.pp. 8-14
by Jinrui Liao, Ziyi Jiang, Wenqi Wang, Yikui Zhai
Quantum Image Information Hiding Based on Genetic AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 15-21
by Peng Peng, Wenjian Gu, Jiajie Min, Xin Ouyang, Gaofeng Luo
A Meta-learning System for Automatic Objects TrackingFull-text access may be available. Sign in or learn about subscription options.pp. 22-26
by Qiaolin Li, Wenfeng Wang, Jingjing Zhang
Research on Multi-Objective Optimization Method Based on Filter Mimicry Physics AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 27-30
by Meng Wang
SeqMIA: Membership Inference Attacks Against Machine Learning Classifiers Using Sequential InformationFull-text access may be available. Sign in or learn about subscription options.pp. 31-35
by Yaru Liu, Junyi Xin
Architecture-based Failure Prediction via LSTM and Bayesian Network in Service-oriented SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 36-40
by Xin Wu
Research on Aggregation Strategy of Federated Learning Parameters under Non-Independent and Identically Distributed ConditionsFull-text access may be available. Sign in or learn about subscription options.pp. 41-48
by Wenjing Nie, Lu Yu, Zimeng Jia
Analysis Influencing Factors of Consumer Satisfaction of Men's Sweaters Based on Online ReviewsFull-text access may be available. Sign in or learn about subscription options.pp. 49-53
by Wenqi Shi, Fan Cheng
Research Review of Dispensing Based on Machine VisionFull-text access may be available. Sign in or learn about subscription options.pp. 54-60
by Shishi Duan, Man Qin, Yufeng Zhong, Shangting Huang, Yong Xu
MR.DRP: A Parameter Adaptive Machine Learning Framework for Drug Response PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 61-67
by Zhaonian Cai, Jingbo He, Boyang Yu, Lianghao Wei
A Hybrid Recommendation Algorithm with Co-embedded Item Attributes and RatingsFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Gaowei Xin, Jiwei Qin, Jiong Zheng
Multi-class Motor Imagery Classification Method Using One-dimensional Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 75-80
by Dezhao Li, Yanni Ma, Shang Hu, Yan Su, Yangtao Ruan, Qiang Lin
Non-Fungible Token forecast based on LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 81-84
by Ran Ma, Xiaotian Yang, Fei Gao
Filter Pruning via Eigenfilter for Deep Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Liqiu Ma, Tong Zhang, Xiaotao Li, Wai Chen
A Compound Quantitative Structure-activity Relationship Model was Introduced with a Meta-heuristic AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Teng Sun, Zhe Zhang
Analysis of Multi-Threshold Image Segmentation Method Based on Improved Sparrow Search AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 96-100
by Shengwei Gao, Xiran Wang, Congzhong Jin
Text Mining Based on Web Crawler Technology to Analyze the “Reacting Force” of Film Reviews on FilmsFull-text access may be available. Sign in or learn about subscription options.pp. 103-106
by Peng Xu, Shu Luan
Single-paragraph Extractive Machine Reading Comprehension Model Based on Multi-layer Aligned AttentionFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zeyu Wang
A Boundary Detection Enhanced Model for People Name Recognition in Ancient Chinese LiteratureFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Hailin Zhang, Hai Zhu, Junsong Ruan, Ruoyao Ding
Named Entity Recognition of Chinese Legal Text Based on BERTFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Huawei Lu, Yinan Peng
Chinese Spelling Error Correction Based on Adaptive Pre-training and Multi-Task LearningFull-text access may be available. Sign in or learn about subscription options.pp. 124-128
by Wei Li, Zhongyao Lin
Implementation of Automatic Keyword Extraction Software for English Text Based on PythonFull-text access may be available. Sign in or learn about subscription options.pp. 129-132
by Xiangying Liang, Jingping He, Quanling Sun
Optimization of Recommendation Algorithm Based on Knowledge GraphFull-text access may be available. Sign in or learn about subscription options.pp. 133-136
by Qing He, Songyan Liu
Research on Digital Media Recommendation Based on Cluster AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 137-141
by Kaiqiang Pei, Chao Liu
Improved Pre-training and Semi-supervised Learning for Domain-specific Chinese Named Entity RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 142-145
by Bin Wang, Dafu Tang, Qing Wu
An Acoustic and Voice Source Characteristics Study of Love Songs in EwenkiFull-text access may be available. Sign in or learn about subscription options.pp. 146-150
by Lin Na, Shiliang Lyu, Shuang Chen
Research on Automatic Generation of Text Summaries in News Key Information ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 151-155
by Jianyue Zhai, Yihe Guo, Hailing Zhang, Jian Ding
Study on the Difference of Ship Track Band Width Based On Weighted Least Square MethodFull-text access may be available. Sign in or learn about subscription options.pp. 159-163
by Chunbo Zhao, Huaran Yan, Guoxiang Zhou
Research on Vehicle Logistics Optimization Distribution Based on Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 164-168
by Ronghu Zhou
Research on Traffic Situational Awareness System Based on Software-Defined NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 169-174
by Jinnan Zhang, Yu Guo, Zefeng Yu, Rui Tian, Xia Zhang, Xin Yan
Self-organized UAV Cluster Trajectory Planning Method Based on Ant Colony AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Ying Ma, Haiying Liu
UAV-Borne Landmine Detection via Intelligent Multispectral FusionFull-text access may be available. Sign in or learn about subscription options.pp. 179-183
by Hangfu Guo, Hejun Jiang, Jun Hu, Chaopeng Luo
Study on the UAV Trajectory Planning Route Based on the Particle Group Optimization AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 184-187
by Yaohui An, Ziqi Zhang, Wei Wu
Research on Design and Development Trend of Wi-Fi Entertainment System of Civil AircraftFull-text access may be available. Sign in or learn about subscription options.pp. 188-193
by Donghua Liu
Research on Compressor Oil System Based on Frequency Conversion GovernorFull-text access may be available. Sign in or learn about subscription options.pp. 194-197
by Handong Gong
Research on Optimization Design Method of Underwater Solenoid Electromagnet Based on ACO AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 198-203
by Zhichun Dai
The Design of Self-customization and Offline Compilation Criterion SystemFull-text access may be available. Sign in or learn about subscription options.pp. 204-208
by Guo Li, Wei Liu, Jianxiao Ma
Research on Jamming Modulation Technology of Monopulse Radar Sidelobe CancellerFull-text access may be available. Sign in or learn about subscription options.pp. 209-213
by Huijun Yang, Shu Jiang, Qihua Cheng
Dynamic Analysis of Deployment Impact of Offset-fed Truss ReflectorFull-text access may be available. Sign in or learn about subscription options.pp. 214-218
by Hui Wang, Shikun Zheng, Jiang Zhao, Jialong Zhu, Zhirong Huang, Hao Liu
A Target Tracking Scheme Design Based on Multiple CamerasFull-text access may be available. Sign in or learn about subscription options.pp. 219-222
by Shihua Pan, Yanzhe Zhao
Design and Development of Intelligent Community Management Service Platform Integrating Garbage Image Recognition and ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 223-227
by Lijun Fu
Gray-Box Modeling of Ship Manoeuvring Motion Using On-Line Support Vector MachineFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Ruidong Zhang, Xinguang Zhang, Xiankun Wang
LiDAR Odometer Based on Visual EnhancementFull-text access may be available. Sign in or learn about subscription options.pp. 232-236
by Zuoxian Liang, Kai Zhang, Yungen Liu
Enhanced Two-stage Ship Detection Algorithm in Remote Sensing ImageFull-text access may be available. Sign in or learn about subscription options.pp. 237-242
by Tengfei Qiao, Chao Zhang, Jianping Hu, Yuwen Chen
High Resolution Display Model of Wind Profile Radar Based on Multi-core Liquid State MachineFull-text access may be available. Sign in or learn about subscription options.pp. 243-247
by Tao Cai, Ying Cao
Target Recognition Method Based on Incremental LearningFull-text access may be available. Sign in or learn about subscription options.pp. 248-251
by Weize Qin
WPCNet: Highly Accurate Workpiece Counting Network in Unrestricted ScenesFull-text access may be available. Sign in or learn about subscription options.pp. 255-259
by Ziyi Jiang, Jinrui Liao, Wenqi Wang, Yikui Zhai
A Transformer-based Method for the Single-target Location in Wireless Sensor NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 260-265
by Junlin Pan, Keying Yin, Bin Wu
Deep Reinforcement Learning-Based Computation Offloading and Resource Allocation in IoTFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Yongli Yang, Qi Liu, Qinghua Zhu, Yong Liu, Wei Han
Design of Location Security Protection System Based on Internet of ThingsFull-text access may be available. Sign in or learn about subscription options.pp. 273-276
by Juan Yu
Study on Conceptual System and Analysis Method of Computer Network ReliabilityFull-text access may be available. Sign in or learn about subscription options.pp. 277-280
by Taibei Liu, Yi Wang
Analyzing the Fitting Effect of Approximate Functions in Homomorphic Encryption Process Under Cloud ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Jingtao Shang, Yuqing Xiao, Yin Luo, Zhijia Liu, Yunli Liu
Simulation and Analysis of AFDX Performance Based on Petri NetFull-text access may be available. Sign in or learn about subscription options.pp. 285-290
by Donghua Liu
Analysis of Relay Link for Airborne Mobile Communication and Broadband Wireless AccessFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Sijing Liu
Network Security and Information Literacy Training Based on Big Data Clustering AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Shimin Fang
Secure and Efficient Blockchain-Based Certificateless Authentication Scheme for Vehicular Ad-Hoc Networks (VANETs)Full-text access may be available. Sign in or learn about subscription options.pp. 302-307
by Kirima Daniel Mukathe, Di Wu, Waheeb Ahmed
Internet of Things Intrusion Detection System Based on D-GRUFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Yangchen Ge, Jian Li, Yuan Tian
Neural Network-Based DDoS Detection on Edge Computing ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Xiao Zhang, Xiaoming Chen, Yuxiong He, Youhuai Wang, Yong Cai, Bo Li
Adversarial Example Attacks Against Intelligent Malware Detection: A SurveyFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Xuyan Qi, Yonghe Tang, Huanwei Wang, Tieming Liu, Jing Jing
MDFA: A Malware Detection Framework Based on Attention Mechanism with Bi-LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 1-7
by Xuyan Qi, Huanwei Wang, Yonghe Tang, Wei Liu, Jiangtao Xie
Research on Key Technologies of Data Acquisition and Analysis of Integrated Energy Equipment Based on Power Internet of ThingsFull-text access may be available. Sign in or learn about subscription options.pp. 332-336
by Shuai Zhang, Ruiqi Wang, Hongquan Li, Hao Ding, Helong Shang, Qingye Liu
Power Transformer Discharge Fault Identification Based on Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 339-344
by Meng Liu, Ying Lin, Qingdong Zhu, Yi Yang, Chao Gu, Wenbing Zhu, Wengjie Zheng
Research on Distributed Photovoltaic Grid Connection Planning Based on Improved Tabu SearchFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Jiayu Xu, Wei Li, Baotong Song, Sihan Wang, Xiaoyu Cheng, Guang Chen
Research on Load Defection Problem of Power Grid Enterprises Based on Distributed Photovoltaic PerspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 353-359
by Wei Li, Baotong Song, Fangmin Wang, Xiaobing Wang, Jiayu Xu, Chunxu Zhu
Energy Saving Train Optimization Problem Based on Particle Swarm Optimization AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Zhiyuan Li, Shuaiqin Zheng, Wenyi Wang
Inverter Fault Diagnosis Algorithm Based on IGWO-ADAM-BP Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 365-371
by Weiguo Shi, Yunjie Qin
Load Forecasting for Data Centers Based on Time SeriesFull-text access may be available. Sign in or learn about subscription options.pp. 372-377
by Fangke Lu, Zhen Chai, Jianwen Huang, Size Liu, Chun Wang
Information Extraction and Visualization for Cyber Financial Fraud CaseFull-text access may be available. Sign in or learn about subscription options.pp. 381-385
by Xueping Xiong, Wentao Liu, Lijuan Shi
Research on Economic and Financial Data Analysis Method Based on Genetic AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 386-390
by Donglai Yang
Cryptocurrency Trading Strategies and Profitability Based on Deep Learning AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Yinghe Qing, Ying Kong, Jifeng Sun, Jianwu Lin
Evolution Analysis of Network Public Opinion Theme Based on LDA ModelFull-text access may be available. Sign in or learn about subscription options.pp. 396-400
by Xiaoxiao Lu, Junxiu An
Analysis of Stock Market Quantitative Trading Strategies Based on Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 401-404
by Tiange Tian
A Machine Learning Study on the Model Performance of Human Resources Predictive AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 405-409
by Yong Shi
Credit Risk Evaluation of Supply Chain Finance Based on K-Means-SVM ModelFull-text access may be available. Sign in or learn about subscription options.pp. 410-413
by Li Zhu, Wenhao Liu, Rongdi Zhang, Bingjie Dong
Study on User Identification Method of High Default Risk in Internet Financial PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 414-419
by Xu Sun
A Trading Strategy Based on LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 420-424
by Weilin Tang, Xiaolong Xu, Wenzhuo Su
Research on Financial Risk Management Early Warning Method Based on Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 425-429
by Yuting Hu, Yueqi Jiang
System Design and Implementation Based on K8s Microservice ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 433-438
by Canmiao Zhou, Xukai Zhou, Jiarun Du, Chengxi Liao, Feng Tang
PBFT Consensus Algorithm Based on Quality of Service ImprovementFull-text access may be available. Sign in or learn about subscription options.pp. 439-443
by Shiyong Xiong, Xiaohang Mou, Rongsen Wu
The Current Situation and Prospect of the Development of Metaverse TechnologyFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Peisi Que, Yihong Zeng, Fei Gao
5G AKA Cryptographic Functions Based on SM4 AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 449-453
by Yue Zhang, Jinhua Wang, Chengbin Huang
Research on Pollution Degree Evaluation Method of Insulation Equipment Integrating Hyperspectral Imaging Technology and Ultraviolet Imaging TechnologyFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Yunlong Zhao, Rong Liu, Xiaofeng Wang, Yan Shi, Shanxing Ge
Research on Service Quality Improvement of Agro-tourism Integration Scenic Spots Based on BP Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 1-5
by Cong Qi, Yanliang Zhang, Qiuli Luo
Author IndexFreely available from IEEE.pp. 463-466
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