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ORCIDICPCSEE 2023: Harbin, China
- Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu:
Data Science - 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part I. Communications in Computer and Information Science 1879, Springer 2023, ISBN 978-981-99-5967-9
Applications of Data Science
- Zhigang Yang, Yahui Shen, Lin Hou, Tao Chen, Yulong Qiao:
Construction of Software Design and Programming Practice Course in Information and Communication Engineering. 3-11 - Xiaojun Ye, Beixi Ning, Pengyuan Bian, Xiaoning Feng:
A Self-Attention-Based Stock Prediction Method Using Long Short-Term Memory Network Architecture. 12-24 - Lan Guo, Weiquan Fan:
CAD-Based Research on the Design of a Standard Unit Cabinet for Custom Furniture of the Cabinet Type. 25-36 - Longjie Han, Hui Xu, Yalin Hu:
An Improved War Strategy Optimization Algorithm for Big Data Analytics. 37-48 - Ziying Zhang, Xian Li, Yuhua Wang:
Research on Path Planning of Mobile Robots Based on Dyna-RQ. 49-59 - Jiajing Hu, Junqiu Li, Qinghui Zhang:
Small Target Helmet Wearing Detection Algorithm Based on Improved YOLO V5. 60-77 - Yanzi Li, Yiwen Zhu, Yanqing Wang, Yiming Gao:
Research on Dance Evaluation Technology Based on Human Posture Recognition. 78-88 - Peng Xu, Xinyu Liu, Junyu Lin, Zhongyu Lu, Fengming Li, Husheng Gou:
Multiple-Channel Weight-Based CNN Fault Diagnosis Method. 89-105
Big Data Management and Applications
- Qingyu Meng, Kejia Zhang, Haiwei Pan, Maocai Yuan, Baoying Ma:
Design and Implementation of Key-Value Database for Ship Virtual Test Platform Based on Distributed System. 109-123
Big Data Mining and Knowledge Management
- Xinyu Liu, Yulong Meng, Fangwei Liu, Lingyu Chen, Xinfeng Zhang, Junyu Lin, Husheng Gou:
Research on Multi-Modal Time Series Data Prediction Method Based on Dual-Stage Attention Mechanism. 127-144 - Haoran Zhang, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Prediction of Time Series Data with Low Latitude Features. 145-164 - Shushu Yin, Hefan Li, Yu Sang, Tianjiao Ma, Tie Li, Mei Jia:
Lightweight and Efficient Attention-Based Superresolution Generative Adversarial Networks. 165-181 - Chongyang Leng, Qilong Han, Dan Lu:
The Multisource Time Series Data Granularity Conversion Method. 182-191 - Haitao Zhang, Wenhai Ma, Qilong Han, Zhiqiang Ma:
Outlier Detection Model Based on Autoencoder and Data Augmentation for High-Dimensional Sparse Data. 192-206 - Zhuping Li, Donghua Yang, Mengmeng Li, Haifeng Guo, Tiansheng Ye, Hongzhi Wang:
Dimension Reduction Based on Sampling. 207-220 - Yanjie Wei, Haifeng Guo, Donghua Yang, Mengmeng Li, Bo Zheng, Hongzhi Wang:
Complex Time Series Analysis Based on Conditional Random Fields. 221-232 - Jiaji Qin, Dapeng Lang, Chao Gao:
Feature Extraction of Time Series Data Based on CNN-CBAM. 233-245 - Peng Yang
, Shijie Zhou, Xiangyang Zhou:
Optimization of a Network Topology Generation Algorithm Based on Spatial Information Network. 246-255
Data Visualization
- Yutong Yang, Xiaoju Dong, Xuefei Tian, Yanling Zhang, Meng Zhou:
MBTIviz: A Visualization System for Research on Psycho-Demographics and Personality. 259-276
Data-Driven Security
- Xiaowen Ma, Maoning Wang, Zhong Kang:
Distributed Implementation of SM4 Block Cipher Algorithm Based on SPDZ Secure Multi-party Computation Protocol. 279-297 - Qiang Gao, Han Sun, Zhifang Wang:
DP-ASSGD: Differential Privacy Protection Based on Stochastic Gradient Descent Optimization. 298-308 - Dan Xian:
Study on Tourism Workers' Intercultural Communication Competence. 309-328 - Yang Li, Jin Xu, Jianming Zhu, Youwei Wang:
A Novel Federated Learning with Bidirectional Adaptive Differential Privacy. 329-337 - Nina Cai, Wuqiang Shen, Fan Yang, Hao Cheng, Huiyi Tang, Yihua Feng, Jun Song, Shanxiang Lyu:
Chaos-Based Construction of LWEs in Lattice-Based Cryptosystems. 338-349 - Anan Jin, Xiang Li, Qingzhi Xiong:
Security Compressed Sensing Image Encryption Algorithm Based on Elliptic Curve. 350-360
Infrastructure for Data Science
- Han Sun, Qiang Gao, Zhifang Wang:
Two-Dimensional Code Transmission System Based on Side Channel Feedback. 363-371 - Zhiping Wang, Meijiao Duan, Maoning Wang:
An Updatable and Revocable Decentralized Identity Management Scheme Based on Blockchain. 372-388 - Yang Long, Zhixin Li:
Cloud-Edge Intelligent Collaborative Computing Model Based on Transfer Learning in IoT. 389-403 - Kaichao Zheng, Xianbin Xue, He Li, Guoliang Cheng:
Design and Validation of a Hardware-In-The-Loop Based Automated Driving Simulation Test Platform. 404-414
Machine Learning for Data Science
- Youqing Fang, Jingwen Jia, Yuhai Yang, Wanli Lyu:
Improving Transferability Reversible Adversarial Examples Based on Flipping Transformation. 417-432 - Peng Liu, Qilong Han, Xiao Yang:
Rolling Iterative Prediction for Correlated Multivariate Time Series. 433-452
Multimedia Data Management and Analysis
- Pingshan Liu, Zhongshu Yu, Yemin Sun, Mingjun Xi:
Video Popularity Prediction Based on Knowledge Graph and LSTM Network. 455-474 - Wanyu Luo, Yanqing Wang, Yujia Liu, Yiqin Xu:
Design and Implementation of Speech Generation and Demonstration Research Based on Deep Learning. 475-486 - Qingpei Yang, Xinrui Wan, Hongjun Chen, Mengjiao Wu, Yao Wu, Jiyun Qiao:
Testing and Improvement of OCR Recognition Technology in Export-Oriented Chinese Dictionary APP. 487-494
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