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ICPCSEE 2021: Taiyuan, China
- Jianchao Zeng, Pinle Qin, Weipeng Jing, Xianhua Song, Zeguang Lu:
Data Science - 7th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2021, Taiyuan, China, September 17-20, 2021, Proceedings, Part I. Communications in Computer and Information Science 1451, Springer 2021, ISBN 978-981-16-5939-3
Big Data Management and Applications
- Yang Song, Jiawen Wang, Shili Yang, Xiaojun Zhu, Keting Yin:
A Blockchain-Based Scheme of Data Sharing for Housing Provident Fund. 3-14
Social Media and Recommendation Systems
- Tiepai Yang:
Item Recommendation Based on Monotonous Behavior Chains. 17-31 - Ling Gou, Lin Zhou, Yuzhi Xiao:
Design and Implementation of Collaborative Filtering Recommendation Algorithm for Multi-layer Networks. 32-50 - Jiehua Wu
:
Integrating Local Closure Coefficient into Weighted Networks for Link Prediction. 51-64 - Zhenshan Bao, Jialei Du, Wenbo Zhang, Jiajing Wang, Tao Qiu, Yan Cao:
A Transformer Model-Based Approach to Bearing Fault Diagnosis. 65-79 - Huaisheng Wu, Qin Li, Xiumng Li:
Research and Simulation of Mass Random Data Association Rules Based on Fuzzy Cluster Analysis. 80-89 - Yang Xia, Yue Wang:
Predicting Stock Price Movement with Multiple Data Sources and Machine Learning Models. 90-105 - Xiang Chen
Data-Driven Prediction of Foodborne Disease Pathogens. 106-116
Infrastructure for Data Science
- Shuangshuang Cui, Hongzhi Wang, Yuntian Xie, Haiyao Gu:
Intelligent Storage System of Machine Learning Model Based on Task Similarity. 119-124 - Kaiguo Qian, Chunfen Pu, Yujian Wang, Shaojun Yu, Shikai Shen:
A Localization Algorithm in Wireless Sensor Network Based on Positioning Group Quality. 125-139 - Pingshan Liu, Shaoxing Liu, Guimin Huang:
A Collaborative Cache Strategy Based on Utility Optimization. 140-153 - Haigen Yang, Wang Sun, Xiao Fu, Gang Li, Luyang Li:
Research on Route Optimization of Battlefield Collection Equipment Based on Improved Ant Algorithm. 154-162 - Kai Nie
Parallel Region Reconstruction Technique for Sunway High-Performance Multi-core Processors. 163-179 - Jinying Kong
Thread Private Variable Access Optimization Technique for Sunway High-Performance Multi-core Processors. 180-189
Basic Theory and Techniques for Data Science
- Ke Tang, Fudong Liu, Zheng Shan, Chunyan Zhang:
Anti-obfuscation Binary Code Clone Detection Based on Software Gene. 193-208 - Congyao Zhang
The Construction of Case Event Logic Graph for Judgment Documents. 209-217
Machine Learning for Data Science
- Caifeng Yang, Tao Liu, Gui-Fu Lu, Zhenxin Wang, Zhi Deng:
Improved Non-negative Matrix Factorization Algorithm for Sparse Graph Regularization. 221-232 - Sumin Qi
MA Mask R-CNN: MPR and AFPN Based Mask R-CNN. 233-245 - Zhiru Chen, Zhi Zhang, Xi Zhao, Liang Guo:
Generative Adversarial Network Based Status Generation Simulation Approach. 246-255 - Bin Zheng, Xinran Yang, Haotian Hu:
Research on Attitude Solving Algorithm of Towing Cable Based on Convolutional Neural Network Fusion Extended Kalman Filter. 256-267 - Shan Wang, Yue Wang, Qilong Zhao, Zhijiang Yang, Weiyu Guo, Xiuli Wang:
Exploring Classification Capability of CNN Features. 268-282 - Wenning Zhang
Multi-objective Firefly Algorithm for Test Data Generation with Surrogate Model. 283-299
Multimedia Data Management and Analysis
- Songyu Chen, Qiang Zuo, Zhifang Wang:
Semantic Segmentation of High Resolution Remote Sensing Images Based on Improved ResU-Net. 303-313 - Yang Zhao, Guowu Yuan
Real-Time Image and Video Artistic Style Rendering System Based on GPU. 314-338 - Wen Zhao:
Adaptive Densely Residual Network for Image Super-Resolution. 339-349 - Qiang Zuo, Songyu Chen, Zhifang Wang:
Attention Residual Convolution Neural Network Based on U-Net for COVID-19 Lung Infection Segmentation. 350-359 - Yanqing Wang, Zhiyong Liang, Xinyu Cheng:
Fast Target Tracking Based on Improved Deep Sort and YOLOv3 Fusion Algorithm. 360-369 - Chuang Xu, Yanqing Wang, Ruyu Sheng, Wenjun Lu:
Intelligent Express Delivery System Based on Video Processing. 370-379 - Wenjun Lu, Yanqing Wang, Longfei Huang:
Speech Dictation System Based on Character Recognition. 380-392 - Kaiyan Zhou, Yanqing Wang, Yongquan Li:
Human Body Pose Recognition System Based on Teaching Interaction. 393-405 - Yanyu Liu, Zhibo Chen:
Camera Calibration Method Based on Self-made 3D Target. 406-416 - Xilong Wang:
A2Str: Molecular Graph Generation Based on Given Atoms. 417-428 - Liguo Duan, Xinyu Yang, Aiping Li:
WSN Data Compression Model Based on K-SVD Dictionary and Compressed Sensing. 429-442 - Jing Luo
Channel Drop Out: A Simple Way to Prevent CNN from Overfitting in Motor Imagery Based BCI. 443-452 - Guanglong Chen
Quantum Color Image Scaling on QIRHSI Model. 453-467 - Yao Ma, Lei Wang, Yu Yang, Xuepeng Li, Zeng Xu, Haifang Li:
Modeling and Analysis of EEG Brain Network in High Altitude Task State. 468-480 - Renxing Zhao
ECG-Based Arrhythmia Detection Using Attention-Based Convolutional Neural Network. 481-504 - Jie Du, Yong Wang, Haigen Yang:
Study on Virtual Assembly for Satellite Based on Augmented Reality. 505-514 - Yimin Shen:
Study on the Protection and Product Development of Intangible Cultural Heritage with Computer Virtual Reality Technology. 515-527 - XueLian Mu, Haiwei Pan, Kejia Zhang, Teng Teng, Xiaofei Bian, Chunling Chen:
Channel Context and Dual-Domain Attention Based U-Net for Skin Lesion Attributes Segmentation. 528-541
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