E-raamat: Data Science: 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings, Part I

Applications of Data Science.- Construction of Software Design and
Programming Practice Course in Information and Communication Engineering.- A
Self-Attention-Based Stock Prediction Method Using Long Short-Term Memory
Network Architecture.- CAD-based Research on the Design of a Standard Unit
Cabinet for Custom Furniture of the Cabinet Type.- An Improved War Strategy
Optimization Algorithm for Big Data Analytics.- Research on Path Planning of
Mobile Robots Based on Dyna-RQ.- Small Target Helmet Wearing Detection
Algorithm based on Improved YOLO V5.- Research on Dance Evaluation Technology
based on Human Posture Recognition.- Multiple-channel Weight-based CNN Fault
Diagnosis Method.- Big Data Management and Applications.- Design and
Implementation of Key-Value Database for Ship Virtual Test Platform Based on
Distributed System.- Big Data Mining and Knowledge Management.- Research on
Multi-modal Time Series Data PredictionMethod Based on Dualstage Attention
Mechanism.- Prediction of Time Series Data with Low Latitude Features.-
Lightweight and Efficient Attention-based Superresolution
Generative Adversarial Networks.- The Multisource Time Series Data
Granularity Conversion Method.- Outlier Detection Model Based on Autoencoder
and Data Augmentation for High-Dimensional Sparse Data.- Dimension Reduction
Based on Sampling.- Complex Time Series Analysis Based on Conditional
Random Fields.- Feature Extraction of Time Series Data Based on CNNCBAM.-
Optimization of a Network Topology Generation Algorithm based on
Spatial Information Network.- Data Visualization.- MBTIviz: A Visualization
System for Research on Psycho-demographics and Personality.- Data-driven
Security.- Distributed Implementation of SM4 Block Cipher Algorithm based on
SPDZ Secure Multi-party Computation Protocol.- DP-ASSGD: Differential Privacy
Protection Based on Stochastic Gradient Descent Optimization.- Study on
Tourism Workers Intercultural Communication Competence.- A Novel Federated
Learning with Bidirectional Adaptive Differential Privacy.- Chaos-Based
Construction of LWEs in Lattice-Based Cryptosystems.- Security Compressed
Sensing Image Encryption Algorithm Based on Elliptic Curve.- Infrastructure
for Data Science.- Two-dimensional Code Transmission System Based on Side
Channel Feedback.- An Updatable and Revocable Decentralized Identity
Management Scheme based on Blockchain.- Cloud-Edge Intelligent Collaborative
Computing Model based on Transfer Learning in IoT.- Design and Validation of
a Hardware-in-the-loop based Automated Driving Simulation Test
Platform.- Machine Learning for Data Science.- Improving Transferability
Reversible Adversarial Examples based on Flipping Transformation.- Rolling
Iterative Prediction for Correlated Multivariate Time Series.- Multimedia
Data Management and Analysis.- Video Popularity Prediction Based on Knowledge
Graph and LSTM Network.- Design and Implementation of Speech Generation and
Demonstration Research Based on Deep Learning.- Testing and Improvement of
OCR Recognition Technology in Export-OrientedChinese Dictionary APP.