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

Aus der Reihe Communications in Computer and Information Science
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85,99 € UVP 96,29 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

07.10.2023

Abbildungen

XXII, 497 p. 255 illus., 142 illus. in color.

Herausgeber

Zhiwen Yu + weitere

Verlag

Springer Singapore

Seitenzahl

497

Maße (L/B/H)

23,5/15,5/2,8 cm

Gewicht

779 g

Auflage

1st ed. 2023

Sprache

Englisch

ISBN

978-981-9959-67-9

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

07.10.2023

Abbildungen

XXII, 497 p. 255 illus., 142 illus. in color.

Herausgeber

Verlag

Springer Singapore

Seitenzahl

497

Maße (L/B/H)

23,5/15,5/2,8 cm

Gewicht

779 g

Auflage

1st ed. 2023

Sprache

Englisch

ISBN

978-981-9959-67-9

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Data Science
  • Produktbild: Data Science

  • 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.