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ORCIDICMLCA 2024: Hangzhou, China
- 5th International Conference on Machine Learning and Computer Application, ICMLCA 2024, Hangzhou, China, October 18-20, 2024. IEEE 2024, ISBN 979-8-3315-3033-4
- Xianjun Wang, Wenzhan Li, Herui Li:
A Context-Encoder-Based Thermal Anomaly Detection Network for Dual-Sensor Surveillance. 1-5 - Chaoqun Zhu:
Learning and Application of Different Machine Learning Methods (KNN, SVM, Decision Tree) in Different Datasets. 1-5 - Yong Wang, Jiexuan Shen, Shi Li, Xinglin Li, Grace Ugochi Nneji, Happy Nkanta Monday:
Evaluating the Effectiveness of Feature Selection and Explainable AI in Predicting Acute Myocardial Infarction Using Machine Learning Models. 6-10 - Chaofan Chen, Xiao Chen:
Research on Daylight Inside Buildings Based on Machine Learning. 11-15 - Jiale Wang:
A Robust Broad Learning System for Classification Problems in Label Noise Environments. 16-20 - Jinming Hu, Xiaohua Yang, Zixuan Huang, Jinqi Xie:
Machine Learning in Tennis Match Analysis: Predicting Score Point Victor and Momentum Shift. 21-25 - Haoran Luo, Jidong Weng
, Xunuo Lu, Zengyi Yu:
BPE: Exploring the Prompt Framework of Physics Exercises Generated from Bloom's Taxonomy in LLM. 26-29 - Junbo Liu, Changlong Gao, Yufeng Tai, Jinyao Luan, Saipeng Zhang:
Intelligent Recognition of Internal Defect Signals in Composite Insulators Based on Variational Mode Decomposition and Random Forest Algorithm. 30-34 - Zheyan Liu, Qimin Zhang, Huili Zheng, Shaohan Chen, Yiru Gong:
A Comparative Study of Machine Learning Approaches for Diabetes Risk Prediction: Insights from SHAP and Feature Importance. 35-38 - Lei Zhang, Lu Sun, Jincheng Yu, Jiangzheng Shu:
Ship Noise Target Classification Based on Deep Convolutional Networks. 39-42 - Shuai Kong, Jiansheng Hu, Mao Cheng, Ping Tang:
Research on Automatic Crack Recognition Method for Magnetic Particle Inspection Robot Based on YOLOv8. 43-46 - Lijun Pan, Yujiang Long, Ce Wang, Jie Tang, Xi He, Zhenjie Lin:
Research on the Method of Combining and Compressing Alarm Messages in Multiple Microserver Applications. 47-52 - Suyang Zheng, Kai Zhou, Chouyong Chen:
Perturbation-Based SMOTE for Multi-Class Imbalanced Classification. 53-56 - Biao Kong, Dongfeng Liu:
A Deep Knowledge Tracking Model Incorporating the Forgotten Features of Multiple Concepts. 57-62 - Ming Zhang, Mingtian Peng, Wenyang Cui, Lin Zhang:
Advancements in Sensitive Information Recognition Through Blockchain Technology. 63-66 - Param Jain, Zachary Pan:
Comparative Analysis of Deep Learning Models for Classifying Ulcerative Colitis Stages on the Mayo Scale. 67-71 - Xiaoyu Xie:
A Hybrid CNN-LSTM Architecture for Enhanced Music Genre Classification. 72-75 - Peihao Liu, Yongliang Xu, Meiqing Wang, Peng Cao:
Model Level Contrastive Federated Learning with Differential Privacy. 76-79 - Wentao Lu, Xiaofeng Wu, Shuyong Gao, Wei He, Qing Zhao, Lunning Zhang, Maodong Li, Wenqiang Zhang:
Research on Task Decomposition and Motion Trajectory Optimization of Robotic Arm Based on VLA Large Model. 80-85 - Yili Wang, Xiaohuan Liu, Jinghua Ding, Lijun Ma:
Research on the Prediction of Recycled Thermal Insulation Concrete Strength by Optimizing Different Machine Learning Models. 86-90 - Chengwen Li, Jialiang Deng, Shibang Ta, Hongyang Zhong:
Long Text Classification Method of News Based on Improved BERT. 91-95 - Yinuo Chen:
Dynamic Identification and Optimization of Key Opinion Leaders in Social Networks Using Advanced GCN Models. 96-102 - Yuhan Song, Pengyou Pan, Peng Pan:
Human Pose Transfer with Depth Information. 103-107 - Zhen Xu, Jingming Pan, Siyuan Han, Hongju Ouyang, Yuan Chen, Mohan Jiang:
Predicting Liquidity Coverage Ratio with Gated Recurrent Units: A Deep Learning Model for Risk Management. 108-112 - Mingfei Liu, Jun Liu, Kecheng Zhou, Jian Wang:
The Research on Sheet Metal Part Recognition Technology Based on Improved Mask R-CNN. 113-118 - Liang Zhao, Yan Zhang:
Infrared Drone Target Recognition Based on Global-Local Context Aggregation with Self-Attention. 119-126 - Gaihua Gui, Yuyan Liang, Qiqi Zhang, Zhongchao Wang, Zhanjiang Yuan:
Signal Timing Optimization at Intersections Based on NSGA-II. 127-131 - Binghao Tu, Chen Xie:
Developing an Insurance Model: Assessing Site-Specific Development Suitability. 132-135 - Zhihong Cao, Sheng Tang, Jiaxuanzi Cao:
IRNet: an Information Retrieval Model Based on Dual-Stream Fusion of CNN and Transformer. 136-144 - Hao Chen, Yuan Ji, Lankang Zhu, Shu Yang, Li Cui, Changhui Feng, Penghao Wang, Yuxing Tan, Hanhan Ma:
HLAS: An Enhanced Abstractive Summarization Method Based on Hybrid Loss Optimization. 145-149 - Qiyue Sun, Yongli Wang, Dongmei Liu:
Dual-Agent Multi-Hop Reasoning Based on Reward Shaping and Action Dropout. 150-154 - Hongyang Li, Chunling Wu, Hebing Du:
Research on a Sentiment Analysis Model Based on RoBERTa Integrating Bidirectional Gated Recurrent Networks and Multi-Head Attention. 155-159 - Qing Liu, Yubo Zhou, Huiling Li, Kun Chen, Limin Zhao, Xiangbing Li, Yuxiang Zhao, Jinfang Yang, Jinbing Zhang:
Integrated Circuit Image Feature Extraction Based on K-Means Clustering Combined with Harris. 160-164 - Hailin Zhang, Yafei Song, Zhimin Qi:
Research on Intent Recognition Method of Air Targets Based on Transformer Model. 165-169 - Zhiyong Peng, Yongjie Zheng, Yuhao Cheng, Yulong Qiao:
RDFormer: Efficient RGB-D Semantic Segmentation in Complex Outdoor Scenes. 170-175 - Ruiling Gao, Yingqi Hou, Weijie Tang, Jin Zhang, Yanbo Hu, Haiyun Huang, WenAn Tan, Liping Li:
Adchat-TVQA: Innovative Application of LLMs-Based Text-Visual Question Answering Method in Advertising Legal Compliance Review. 176-180 - Qijun Luo, Wenshuo Li, Jingchang Zhuge, Jiaqi Shao:
A Method for Constructing an Aerial Image Dataset of Civil Aircraft "Black Box" Using AIGC-Generated Samples. 181-185 - Xin Yao, Junwei Tian, Xingang Wang, Jian Huang, Xuesong Liu:
A Heterogeneous Image-Matching Algorithm Based on a Multi-Level Screening Strategy. 186-192 - Bingyang Yu, Yuehan Qiu, Junbo Xia, Zhi Zeng:
Reconstructing Particle Flow Images Using Regression Models and Deep Neural Networks. 193-201 - Mengyue Wang, Deqing Zhang:
Progressive Semantic Consistency Towards Unsupervised Cross-Modality Medical Image Segmentation. 202-206 - Haichou Wang, Hang Cheng, Jiabin Chen, Yongliang Xu:
A Novel Adaptive DCT Filter for Image Manipulation Localization. 207-210 - Qinghong Zeng, Yizi Chen:
Multilevel Feature Fusion and KAN Integration for Brain Tumor Segmentation. 211-216 - Yuntao Chen, Xiaofeng Wang, Shuaiming Lai, Fuhua Xu, Daying Quan, Fang Zhou:
Automatic Modulation Classification Based on Multi-Scale Graph Neural Network with LSTM. 217-223 - Xiaolei Wang, Jingguo Lv, Xiaojuan Zhang, Aiyuan Zhang:
Change Detection of Open Pit Mining Areas in Remote Sensing Images Based on Coupled Local-Global Features. 224-227 - Qianyu Chen:
Research on Enhanced Graph Neural Network for Automated Knowledge Graph Construction. 228-231 - Shijie Shi, Dake Zhou, Yiming Shao:
Zero-Shot Low-Light-Level Image Enhancement Algorithm Based on Atmospheric Scattering Model. 232-235 - Xiaoqin Peng, Honghua Chen, Zhikun Wen:
FocusSculpt: Part-Level Modification of 3D Point Clouds Through Text and Visual Prompts. 236-243 - Qi Liu, Miaohui Zhang, Anan Zhang, Qi Huang, Jiang Wei, Xu Sun:
Enhanced Pre-Trained Transformer with Aligned Attention Map for Text Matching. 244-251 - Bolai Jin:
Unlocking the Potential of Raw Images for Object Detection with YOLOv8 and BOT-SORT Techniques. 252-257 - Yiwen Bai, Lu Yang, Lei Zhang, Yajing Song:
TICNet: Three-Branch Real-Time Semantic Segmentation Network with Intensive Compensation of Railway Track Scenes. 258-262 - Hongbo Shuai, Lianxia Ma, Yinbo Zhang, Dudu Guo, Rong He:
Research on Pavement Distress Detection in UAV Images Based on Deep Learning. 263-267 - Yongbin Hua, Pei'ang Li, Xiangjin Zeng, Hong Xu:
Advanced Techniques for Chinese Image Captioning: Investigating Attention Mechanisms Based on Object Detection for Chinese Image Caption Generation. 268-271 - Jianjun Wei, Yue Liu, Xin Huang, Xin Zhang, Wenyi Liu, Xu Yan:
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks. 272-276 - Xinlong Liu, Xiafen Zhang:
High-Dimensional Feature Fusion for Font Generation with Denoising Diffusion. 277-281 - Junting Ou, Dujuan Zhou, Junshen Hong, Fanbiao Bao:
Innovative Research on Image Dehazing by Integrating Multi-Dimensional Attention and Multi-Model Fusion MixdehazeNet. 282-285 - Qianqian Huang, Weiwei Yu:
HRM-UNet: Image Segmentation of Retinal Blood Vessels on the Basis of Improved VM-UNet. 286-289 - Junfeng Mao, Yusheng Wu, Hongqin Xiang, Wan Wang, Xiaoqin Ha, Jingjun Wei:
MS-TFGNet: A Dual-Branch Transformer for Guided Learning in Lung Cancer Lesion Segmentation Using PET/CT Images. 290-295 - Yiming Song, Gaosheng Fu:
Subgraph Filtering Method of Knowledge Graph Based on Domain Attributes. 296-299 - Mengxuan Liu:
Knowledge Graph Reasoning with Fusion of Entity Semantic and Structural Information. 300-305 - Shengxiang Mei, Hua Shi, Chenjin Wu, Zhen Chen:
Detailed expression Capture and Animation Model for 3D Face Recognition. 306-310 - Weiying Cao, Huiyuan Xiong:
Targetless Extrinsic Calibration of Multiple LiDARs Based on Pose Graph Optimization. 311-315 - Zexiang Chen:
Performance Evaluation of Multimodal Image Generation Algorithm Based on Deep Learning. 316-320 - Yitao Zheng:
CuesTrack: Multi-Object Tracking Based on Weak Clues and Trajectory Prediction. 321-325 - Sheng Zhu, Shuyue Zhang, Kanjian Zhang, Haikun Wei:
Viewpoint Planning for Fuel Leak Detection in Rail-Mounted Inspection Robot. 326-330 - Sheng Yang, Shuaiheng Li:
Genetic-Algorithm-Based Hierarchical Echo State Network for Temperature Prediction. 331-334 - Xinmeng Sheng, Zhichao Mao, Yijing Huang, Ludan Zhang, Shikui Cao:
The Matic Analysis of Innovative Drug Policies Based on LDA Modeling. 340-346 - Yucong Xie, Hongtao Luo:
Smoke and Flame Detection Method in Multiple Scenarios. 347-351 - Nishant Gadde, Rishi Kanaparti, Siddhardh Manukonda, Avaneesh Mohapatra, Aniket Venkatesh:
Automated Detection of Heart Disease Using PhysioNet ECG Signals and Machine Learning Models. 352-358 - Yuan Li, Yong Yan:
Enhancing Scene Text Detection with Parameter-Free Attention Mechanism and an Improved FPN. 359-362 - Dequan Bi, Meihua Bi, Lien Qian, Xuyang Teng, Miao Hu:
Improving Aircraft Engine Remaining Useful Life Prediction Scheme Based on Handcrafted Features and Neural Network Integration. 363-369 - Ziyuan Zheng, Xinwen Gao:
Dirt Video Anomaly Detection Method Based on Automatic Identification of the Exit Port. 370-375 - Lei Ding, Hong Xu, Bing Xu, Peng Du:
A Review of Research on Machine Vision-Based Dimensional Measurement Methods for Parts. 376-381 - Siwen Chen, Xiujuan Zheng:
FDNet: Remaining Useful Life Prediction for Lithium-Ion Batteries Based on Fourier Series and DenseNet. 382-386 - Bin Cao, Yunshui Zheng:
Fault Diagnosis of Turnouts Based on VMD and GA-BPNN. 387-390 - Jingwen Zheng, Mingwei Li, Yi Tian, Xindong Wang:
Fault Diagnosis of Suspension Controllers Based on KAN-ResNet. 391-395 - Ye Tao, Bangyu Li, Peiru Li, Jin Qian:
Improved Smoke and Fire Detection Based on YoLoV8. 396-399 - Wei Wang, Bo Sun, Haiqing Liu, Lei Guo:
Electrified Railway Catenary Geometric Parameters Detection Method Based on a Propelled Trolley. 400-407 - Leilei Zhou, Zhen Liu, Jing Zhang, Degang Zhao, Zongtang Zhang:
Few-Shot Deep Learning-Based Detection Method for Sonar Pulse Signals. 408-413 - Feiyang Wang, Qiaozhi Bao, Zixuan Wang, Yanlin Chen:
Optimizing Transformer Based on High-Performance Optimizer for Predicting Employment Sentiment in American Social Media Content. 414-418 - Guancheng Wu:
A Transformer-Based Diagnostic Prediction Model for Bipolar Disorder. 419-424 - Mingwei Li, Gengchen Lv, Xindong Wang, Tianxiang Yue:
High-speed Maglev Train Suspension Gap Prediction Based on CNN-AGCRN. 425-430 - Feng Li, Jun Jia:
Multi-Class Military Target Detection Algorithm Based on Improved YOLOv8. 431-435 - Shuwei Wang, Jia Li, Zhandong Zhang, Zhe Yan:
Application of PSO-LSTM Algorithm to Predict the SOC State of Lithium Batteries. 436-439 - Liu Min, Qian Yu, Yuhan Zhang, Keming Zhang, Yiwen Hu:
Financial Prediction Using DeepFM: Loan Repayment with Attention and Hybrid Loss. 440-443 - Mingxuan Li, Wenpeng Cui, Zhe Zheng, Qingchen Yang, Yuzhe Chen, Wanpeng Guo, Chengqi Li:
Research on Condition Monitoring Method of Power Equipment Based on Voiceprint Signal. 444-450 - Yuan Shen, Xiaokun Ma:
Real-Time Semantic Segmentation Model Combining CNN and Transformer to Detect Belt Runout. 451-456 - Zhe Yang:
Consider Computer Vision for Building Component Recognition and Defect Detection. 457-460 - Xinlong Hu, Xinyao Ge, Yue Shen, Gadeng Luosang:
Research on Lightweight Models in the Identification of Tibetan Medicinal Materials. 461-465 - Longlong Li, Yi Chen, Shuting Lin, Zhiyuan Huang, Shenghuang Zhang, Luyi Sun, Jinhua Guo:
SSA-LSTM Based Deformation Prediction Modeling of Concrete Dams. 466-472 - Jiansheng Huang, Zhanyong Zhou, Xingcheng Lin, Zhiyuan Huang, Shuting Lin:
Deformation Prediction Model of Gravity Dam Based on ZOA-BiLSTM. 473-479 - Ruiyu Liu, Hanlin Zhang, Zhe Liu, Dan Chen:
CAE-YOLOV8: Occlusion Object Detection Based on Improved YOLOv8. 480-483 - Hongpeng Wang, Yunlong Liang:
Foreign Object Detection Method in Transmission Lines Based on Improved YOLOv8. 484-488 - Shijie Shao, Weihua Yuan, Yewei Wang, Zikang Zhou:
Research on Small Target Detection for Drone Based on Improved YOLOv5. 489-492 - Qian Liu:
An Improved YOLOv8 Model for Pavement Crack Detection. 493-498 - Pengfei Bao, Qiuli Qin:
Research on the Application of Generative Adversarial Network in Forecasting of Public Works. 499-502 - Zibin Zhao, Shengcan Yu, Yiqing Lian, Zhen Huang, Jiaxuan Hou, Haixin Liu:
Object Detection of Insulator and its Self-Explosive Defect Identification Based on Lightweight YOLOv5. 503-508 - Yuanyuan Meng, Yanxia Chen, Chennong Li, Yandi Liu, Lei Qin:
Sweat colorimetric detection system based on OpenMV. 509-512 - Jiaming Li, Zhen Huang, Shijie Li, Jiaxuan Hou, Haixin Liu, Shengcan Yu:
An Ultra-Short-Term Wind Power Forecasting Method Based on Convolutional Transformer Network. 513-517 - Daqi Sun, Haijuan Zang:
Research on the Application of Evolutionary Algorithms Enhanced by Deep Learning in Intelligent Manufacturing Scheduling. 518-525 - Ziwen Li, Dun Lin, Kaitao Deng, Weijia Li, Yezhao Li, Libin Feng:
Research on Automation Control of Intelligent Logistics Assistant. 526-529 - Junyao Lu, Shuo Shan, Kanjian Zhang, Haikun Wei:
A Point Cloud Registration Method for Antarctic Power Cabins Based on an Improved SAC-IA Algorithm. 530-534 - Junbo Liu, Jingyao Luan, Yufeng Tai, Changlong Gao, Shouxue Li, Lixin Jiao:
Application of Signal Averaging CEEMDAN and Adaptive Wavelet Threshold Denoising in Signal Processing. 535-538 - Peng Shao, Xinyu Liu:
QMOGWO: Multi-Objective Evolutionary Algorithm-Driven Path Optimization for Delivery Vehicles. 539-543 - Yanfei Zhu, Yueping Peng, Le Li, Jie Zhang, Hengliang Yang, Yongping Ren:
Exploration on the Application of Twin Assurance for Unmanned Aerial Vehicle Control. 544-548 - Hansong Zhang, Jiangjian Guo, Kun Li, Yang Zhang, Yimei Zhao:
Offline Signature Verification Based on Feature Disentangling Aided Variational Autoencoder. 549-554 - Daobing Han, Qingxin Meng:
Feature Recognition of Natural Gamma-Ray Spectral Data Based on K-L Transformation. 555-559 - Xiangyu Yu, Yulong Ying, Kun Li:
Rolling Bearing Fault Diagnosis Algorithm Based on RCMSDE Fusion Transfer Learning. 560-565 - Tianxiang Tang, Linmao Qiu, Chen Li, Jiadong Zhang:
Multi-Feature Fusion Based Radar Seeker Against Corner Reflector Interference. 566-570 - Linpo Shang, Yanzuo Chang, Yi Chen, Liuyi Yu, Zhenbang Zeng, Jinping Chen:
Research on YOLOv8 Detection Algorithm Based on SKAttention Fusion. 571-574 - Ziqing Zhong, Peng Yuan:
Analysis of the Impact of Other Factors on the Download Volume of New Games Using a Polynomial Model: Taking the Top 50 Popular New Games as an Example. 575-579 - Jiaoling Chen, Wanxi Yan, Wenyu Qin, Zishun Ni:
Based on Inner Product Function Encryption Secure Cross-Modal Retrieval. 580-583 - Renmeng Lu, Xianfeng Zhu, Xun Li, Na Long, Guangyi Zhang:
An Anomaly Monitoring and Early Warning Method for Power Grid Microservice Network Based on Log Visualisation and Analysis. 584-590 - Yan Liu, Jianyi Tan, Zicong Yang, Aitong Jin, Yue Zheng, Xinke Wang:
Application Study of Collaborative Multi-Model in Wordle Game. 591-596 - Meili Zhu, Qingqing Wang:
Analysis of Audience Evaluations Based on Word2Vec and LDA Topic Modeling. 597-602 - Xiaoxu Han, Hegen Xu, Huilling Sun:
Motion Diffusion Model for Long Motion Generation. 603-608 - Shaobo Liu, Guiran Liu, Binrong Zhu, Yuanshuai Luo, Linxiao Wu, Rui Wang:
Balancing Innovation and Privacy: Data Security Strategies in Natural Language Processing Applications. 609-613 - Wanyu Bian, Panfeng Li, Mengyao Zheng, Chihang Wang, Anying Li, Ying Li, Haowei Ni, Zixuan Zeng:
A Review of Electromagnetic Elimination Methods for Low-Field Portable MRI Scanner. 614-618 - Min Gao, Peiqing Lu, Zihao Zhao, Xiaowei Bi, Fa Wang:
Leveraging Large Language Models: Enhancing Retrieval-Augmented Generation with ScaNN and Gemma for Superior AI Response. 619-622 - Jiaying Miao, Yi Zhang, Feng Zhang, Bohan Zhang, Yutao Qiu, Chenghuai Hong, Binren Wang, Xiahui Xie:
Design and Implementation of a Large Scale Power Time Series Production Simulation Solver. 623-626 - Sha Liu, Shan Zhou, Yan Hu:
A GPU Parallel Stitching Algorithm for Low-Altitude Parallax Scenes. 627-630 - Lanlai Wang, Wei Liu, Li Xu, Daojin Xu, Xiaoming Zhang:
FPGA Verification Method Based on Test Coverage Analysis. 631-634 - Sen Xue, Xiaoyu Luo, Chuanhou Gao:
Nonlinear Optimal Classification Trees. 635-639 - Xiao Ding:
Research on Access Channel Control of Electric Power Marketing Service System Based on Multi Factor Identity Authentication Protocol. 640-644 - Yimin Wang, Lei Zhao, Ziyue Yang, Yulong Ma, Haoyou Han, Lingxuan Tian, Congdong Lv:
Research on Data Protection of Electric Power Marketing Based on Differential Privacy. 645-649 - Yimin Wang, Jianghui Wang, Ziyue Yang, Menghan Xu, Meng Zhu, Lei Zhao, Yulong Ma, Congdong Lv:
Research on Cloud Security Access Control Protocol for Power Marketing Services. 650-654 - Xiaoqi Guo, Cunrui Wang, Guodong Zhan, Juxiang Zhou:
Chinese Font Generation Algorithm with Redundant Feature Suppression. 655-660 - Guorui Wang, Jiang Jiang, Shen Wu:
A PSO Algorithm-Based Performance Evaluation Method for Enterprise-Level Transformation in the Power Industry. 661-666 - Yongzhi Liu, Yao Liu, Rui Tian, Yanyun Ruan, Xiang Wang, Xiaoyang Liu, Wenting Zhang:
Research on River Network Water Dispatching and Flood Risk System Based on Hydrological Hydrodynamic Coupling Model. 667-672 - Sheng Su, Qidong Wen, Yandong Wang:
An Organizational Optimization Algorithm for Resource Scheduling of Highly Infectious Disease Prevention and Control. 673-676 - Guangqiang Li, Xinyue Chen, Xunkai Zhu, Ruoxi Liu, Lehao Xie, Qing Zhang:
Improved Discrete Wolf Pack Algorithm for Solving Travelling Salesman Problmes. 677-681 - Shu Yang, Yudong Xia, Lankang Zhu, Hao Chen, Li Cui, Wenwu Pan, Ali Li, Liang He:
Transmission Line Routing Based on Multi-Source Geographic Information and Improved Grey Wolf Algorithm. 682-686
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