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CACML 2024: Shanghai, China
- Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, CACML 2024, Shanghai, China, March 22-24, 2024. ACM 2024

- Huiqi Zhao

, Lu Liu
, Fang Fan
, Huajie Zhang
, Yaowen Ma
:
An Adaptive Federated Learning Intrusion Detection System Based on Generative Adversarial Networks under the Internet of Things. 1-6 - Keyuan Fang

, Yuan Chai
, Corey Kewei Xu
:
Detecting Digital Government Answer Quality: an Integrated Method Based on LargeLanguage Models and Machine Learning Models: Detecting Digital Government Answer Quality. 7-12 - Yan Wang

:
Machine Learning Based Sentiment Analysis of Movie Reviews - - A case study of "Beyond the Clouds". 13-17 - Wenshuo Zhang

, Wenlong Liu
, Yongzhong Lin
, Fei Teng
, Hongyu Wang
:
Depression Recognition Based on Deep Learning Using RR Intervals. 18-22 - Kouwu Wang

, Zuwen Chen
, Jie Huang
, Xin Luo
:
A Visual Embedding for the Supervised Image based on self-attention. 23-28 - Borui Chen

, Ji Li
, Jiawu Zhou
, Honglin He
, Wenguang Liu
:
An Improved Circle Search Algorithm by Utilizing Multi-Strategy for Numerical Optimization. 29-34 - Linfeng Xu

, Yi Yang
, Changwei Mi
, Yibin Han
, Zhenwu Zhou
, Boya Wang
, Dong Ye
:
Fast Visual Localization Algorithm Based on Nearest Neighbor Search. 35-39 - Haoyang Guo

, Yu Lin
, Yukang Zhang
:
Research on the Identification Algorithm of Ancient Glass Relics. 40-43 - Jinshuai Wang

, Haixuan Fu
, Jinan Li
, Guangming Guo
:
A Distributed Photovoltaic Power Plant Monitoring Scheme Based on 5G CPE of Electric Power. 44-49 - Shuanghong Qu

, Renato De Leone
, Min Huang
:
Sparse Learning for Linear Twin Parameter-margin Support Vector Machine. 50-55 - Yongle Zhang

, Xiangtao Hu
:
Piranha Optimization Algorithm: A novel swarm intelligent algorithm. 56-61 - Hongzhe Xiao

, Xiaohe Guo
:
Three-dimensional Trajectory Planning based on Ant Colony Algorithm with Main Parameters Automatic Adjustment. 62-66 - Peixin Liu

:
Ensuring Efficient and Secure Updatable Encryption in Cloud Storage. 67-70 - Jialei Chen

, Daisuke Deguchi
, Chenkai Zhang
, Hiroshi Murase
:
Centroid Module for Shaping Feature Space in Semantic Segmentation. 71-75 - Yiran Zhang, Jian Zhang, Zicong Wang:

Regalignsort: Multi-Object Tracking Based on Location Regression and Local Feature Association. 76-82 - Chaoyang Xiao

, Zhiliang Shi
, Yichong Liu
, Qingchen Wei
, Fujin Liu
:
Automated Diagnosis of Psoriasis in Whole Slide Images by Using Deep Learning. 83-89 - Suisui Zhang

, Ping Li
, Wenjie Yu
, Guoliang Zhang
:
Pedestrian Detection Algorithm of YOLOV8 Based on Feature Enhancement. 90-95 - Fei Ma

, Shengbo Wang
, Ronghua Cheng
, Jing Meng
:
Segmentation on OCTA Image of Fundus in vivo based on Attention Module. 96-100 - Yi Li

, Kangjian He
, Dan Xu
:
SFNet: A Scaling-down Fusion Network for Infrared and Visible Images with Texture Attention. 101-108 - Wenxiao Zhang

, Chongchong Li
, Yuting Liu
:
Utilizing Functional-MLP for Point Process Encoding in a Variational Autoencoder. 109-115 - Dongxing Li

, Dongdong Guo
:
SLP-LMNMT: Source Language Prediction in Bilingual and Many-to-One Neural Machine Translation Tasks. 116-122 - Liu Cui

, Yupeng Du
, Kai Zhao
, Yanjiao Shi
, Fan Yang
:
Colonic Pressure Signal Denoising Based on Improved Threshold Function and Threshold Optimization. 123-129 - Mengxin Sun

, Zhanli Li
:
An Efficient Diffusion Depth Image Inpainting Method Based on RGB-Guided. 130-134 - Yuding Xi

, Sufeng Zhuang
, Pengyun Wang
, Yun Ling
, Zhenbin Lv
, Wenbin Lu
:
Research on Real-time Detection and Tracking Algorithm for Low Slow Small Targets Based on the DeepSort. 135-142 - Dongwei Xu

, Ruixuan Wang
, Du Cai
, Chenghang Li
, Feng Gao
:
MTSC2: Multi-task Survival Prediction on Colorectal CT Images with Clinical Information. 143-149 - Jingmin Pan

, Sukui Xu
, Zhiyuan Cheng
, Shun Lian
:
C2F-YOLO: A Coarse-to-Fine Object Detection Framework Based on YOLO. 150-157 - Sijin Sun

, Ming Deng
, Jiawei Luo
, Xiaohang Zheng
, Yang Pan
:
ST-YOLO: An Improved Metal Defect Detection Model Based on Yolov5. 158-164 - Chao Zheng

, Liming Wang
, Zhen Xu
, Hongjia Li
:
Optimizing Privacy in Federated Learning with MPC and Differential Privacy. 165-169 - Can Xu

, Yaqin Huang
, Xinni Xiang
, Haike Lei
, Jie Yang
:
Detection of Venous Thromboembolism Using Recurrent Neural Networks with Time-Series Data. 170-175 - Shihai Liu

, Yonghui Yang
:
Multi-interest Distribution Based Diversified Recommendation. 176-183 - Cong Zhang

, Jie Shen
:
Object Detection and Instance Segmentation in Construction Sites. 184-190 - Chunyu Xu

, Dongjiang Ji
, Xiying Xue
:
A Hybrid Wavelet and TV Regularization Model for Single Image Dehazing Based on Dark Channel Prior. 191-195 - Zhan Yuan

, Li Jia
, Peiyuan Wang
, Zhenjie Zhang
, Yan Li
, Mingzhuo Xia
:
Infrared Image Enhancement Based on Multiple Scale Retinex and Sequential Guided Image Filter. 196-201 - Yu

, Zhuo
:
Underwater Treasure Object Detection Algorithm Based on Improved YOLOv8. 202-206 - Jiawei Chen

, Rong Fan
, Chunxue Shao
, Zhi Hu
, Sisi Zhu
, Xinyu Li
, Jin Qian
, Runkang Zhou
, Jinbo Zhang
:
Optimisation Strategies for Load Balancing Algorithms Based on Spring Cloud Alibaba. 207-211 - Yinfeng Wang

, Tingyu Wang
, Weidong Chen
:
Semantic Driven Stylized Image Captioning For Artworks. 212-216 - Kaiwei Liu

, Bin Ren
, Chunhong He
, Fujie Wang
, Ziming Xu
:
X-ray Security Contraband Detection Based on Improved YOLOX. 217-223 - Hang Yu

, Qingkun Meng
, Shuming Li
, Zongwei Zhang
:
Research on Thermophysical Property Prediction of High-Temperature Insulating Materials Based on Neural Network. 224-227 - Xingsen Zhang

:
Research on the Application of Federated Learning Technology in Smart Homes. 228-233 - Yajing Zhi

, Lanfang Kong
, Samed Atouati
, T.-H. Hubert Chan
, Mauro Sozio
:
Explaining Cryptocurrency Price Trends: Statistical Analysis of Social Media Posts vs Market Prices. 234-239 - Shihong Li

, Kaien Pang
, Danxiang Ai
:
Vegetable Pricing and Restocking Strategy Employing LSTM Two-Stage Hybrid Model. 240-244 - Yu Liao

, Wei Gao
, Shixin Mao
, Shiwu Zhang
:
An Incremental Few Shot Approach for Litter Detection. 245-250 - Xukuan Xu

, Michael J. Moeckel
:
Machine Learning Based Early Rejection of Low Performance Cells in Li Ion Battery Production. 251-256 - Jingtao Peng

, Ronghui Zhang
, Zhifa Yang
, Shengru Chen
, Cong Ye
, Hao Wu
, Mengran Li
:
Freeway Trajectory Prediction via SpatiotemporalTransformers. 257-262 - Shiting Xu

:
BED: Chinese Word Segmentation Model Based on Boundary-Enhanced Decoder. 263-270 - Fei Wang

, Xiaoping Zhu
, Zhou Zhou
:
MADDPG-Based Multi-UAV Autonomous Collaborative Attack in Confrontation Scenarios. 271-276 - Wanwan Zhang

, Ling Hong
:
Radar-based Human Activity Recognition Using Multi-Domain Maps and Feature Fusion Convolutional Neural Network. 277-281 - Shiyang Li

, Zelin Shen
:
Explainable Customer Churn Prediction Model Based on Deep Learning. 282-287 - Hongxi Xue

, Mo Xia
, Rui Deng
, Jianting Cao
:
EEGNet Classification of Two Channels Sleep EEG for IndividualSpecialization Based on Data Augmentation. 288-292 - Zirui Zhang

, Jiaheng Wu
, Heqiang Huang
, Junzhou Chen
, Hongyu Hu
, Ronghui Zhang
:
Rnbformer: A High-Performance Roadside Noise Barriers Recognition Algorithm. 293-297 - Kai Zhang

, Junzhou Chen
, Ronghui Zhang
, Chuan Hu
:
A Hybrid Approach for Efficient Traffic Sign Detection Using Yolov8 And SAM. 298-302 - Ri Bai

, Zhenxin Wu
, Tao Xu
:
A Lightweight Camera and Lidar Fusion Framework for Railway Transit Obstacle Detection. 303-308 - Julong Gu

, Lingyue Xu
, Wu Liu
, Xing Huang
, Kuo Li
:
BTR-RRT*: Biased Towards Path Reference Points Path Planning. 309-314 - Tairan Jing

:
Unsupervised Deep Topology Embedded Characterization of Single-Cell Chromatin Accessibility Profiles. 315-322 - T. Zhen

, Gang Xiong
, Wenxian Yu
:
Fractal Filter Networks for Sea State Classification Using Radar Sea Clutter Data. 323-327 - Yu Wang

, Wei Liu
:
Feature Norm Regularization and Class Center Norm Standardization for Person Re-Identification. 328-334 - Ze Zhao

, Mingyan Jiang
, Dongfeng Yuan
, Keqin Jiang
, Feng Wang
, Xiaotian Zhou
:
A Mutation Lion Swarm Optimization Algorithm Based on Proportional Strategy. 335-341 - Zili Xiao

, Ke Liu
, Miao Hu
, Di Wu
:
DeepCTS: A Deep Reinforcement Learning Approach for AI Container Task Scheduling. 342-347 - Huabai Bu

, Shizhen Bu
, Jiaqi Bu
, Naifu Shi
, Lingli Ouyang
:
Research on the Relationship Between Value Network Cooperative Innovation Model, Blockchain Embedment And Innovation Quality. 348-353 - Fang Liu, Tao Liang, Feng Li, Qiang Xia, Fangfang Ma:

Optimization of Fair Materials Distribution Considering the Integrated Road Network. 354-359 - Mulin Zhou

, Dong Ye
:
Image Rectification and Feature Extraction Based on CUDA for Stereo Vision. 360-366 - Xujun Chen

, Yixing Lu
, Wei Zou
, Nan Hu
, JiaJun Wang
, Bin Zhang
:
Segmentation of Metastasized Pulmonary Nodules of Patients with Thyroid Cancer. 367-371 - Rong Fan

, Qi Sun
, Qi He
, Zhi Qiao
, Hongzhu Chen
, Wenqiang Zhao
, Lin Ma
, Yue Ning
, Pengfei Shi
:
Track Defect Detection Based on Improved Rtmdet. 372-375 - Tingjun Ma

, Changyin Zhou
, Xuezhou Yan
:
Parameter Selection of Robust Weighted SCAD Model Under Density Power Divergence. 376-383 - Chi Xiao

, Hongyu Lu
, Xiaoxia Tian
:
Parameter Identification of Vortex-Induced Vibration Models Using an Improved Fireworks Algorithm. 384-390 - Yongshun Yu

, Jifu Guan
, Lin Cheng
, Yilin Li
, Yuxin Xu
:
Few-shot decision-making method for high-speed driving based on large model architecture. 391-396 - Masahiro Tanaka

:
Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study. 397-402 - Jianwen Chen

, Meng-Shiun Tsai
, Wan-Ju Lin
, Che-Lun Hung
:
A Novel End-to-End Ensemble UNet Network Based on Edge Computing for Tool Wear Detection. 403-408 - Jiawen Zhang

, Xiaoyan Huang
, Qian Chen
:
Blood Glucose Monitoring Using Non-Invasive Features of Wearable Devices and Machine Learning. 409-413 - Haoran Chu

, Tianjiao Liu
, Yongsheng Yuan
:
Improved KNN Algorithm Based on Local K Value Fitting. 414-418 - Wenjing Zheng

, Rong Wang
, Yawei Yuan
, Jun Li
, Bo He
, Fei Lin
:
Wireless Channel Estimation based on Transformer and Super-Resolution. 419-423 - Yu Wen

, Shu-Ping Zhang
, Miao Huang
, Zhihua Hu
, Lili Tao
:
Small Sample Succulent Image Classification Based on Transfer Learning. 424-429 - Jiao Jiao

, Chonglei Wang:
Hyperspectral Pansharpening Based on Detail Injection and HyperTransformer. 430-436 - Ercong Wang

, Liping Wang
, Qilong Xu
, Yanlong Lin
:
Three-Dimensional Human Body Reconstruction Based on Volumetric Rendering Learning. 437-442 - Yugui Xiang

, Qiannian Zhao
, Hua Zhao
:
Construction of the Monitoring and Analysis Model for University Students' Mental Health Based on Machine Learning. 443-449 - Dumitru Abrudan

, Ioana-Manuela Marcu
, Ana-Maria Claudia Dragulinescu
, Nicolae Vizireanu
:
Images Data Set Improvement Using Mathematical Morphology Operators. 450-455 - Luis F. Cribillero

, Jeyson I. Quispe
, Pedro S. Castañeda
:
A Machine Learning-Based Predictive Model for the Management of Incidents in Small and Medium-Sized Enterprises in Peru. 456-459 - Yixuan Jin

, Rui Ye
, Leqi Zhu
:
Application of Quantum Annealing Algorithm in The Combined Optimization of Credit Score Cards. 460-464

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