Data Science

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