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

Data science : Part I / 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings. Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu, editors.

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Bibliographic Details
Corporate Author:	International Conference of Pioneering Computer Scientists Engineers and Educators Harbin, China
Other Authors:	Yu, Zhiwen (Editor), Han, Qilong (Editor), Wang, Hongzhi (Editor), Guo, Bin (Editor), Zhou, Xiaokang (Editor), Song, Xianhua (Editor), Lu, Zeguang (Editor)
Format:	eBook
Language:	English
Published:	Singapore : Springer, 2023.
Series:	Communications in computer and information science ; 1879.
Subjects:	Data mining > Congresses. Big data > Congresses. Big data. Data mining. Electronic books. proceedings (reports) Conference papers and proceedings. Actes de congrès.
Online Access:	Click for online access

Table of Contents:

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 Prediction Method 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-Oriented Chinese Dictionary APP.

Data science : Part I / 9th International Conference of Pioneering Computer Scientists, Engineers and Educators, ICPCSEE 2023, Harbin, China, September 22-24, 2023, Proceedings. Zhiwen Yu, Qilong Han, Hongzhi Wang, Bin Guo, Xiaokang Zhou, Xianhua Song, Zeguang Lu, editors.

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