Big Data and Security : 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part I (Communications in Computer and Information Science) / Tian, Yuan (EDT)/ Ma, Tinghuai (EDT)/ Khan, Muhammad Khurram (EDT)

Big Data and Security : 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part I (Communications in Computer and Information Science) （2024）

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Big Data and Security : 5th International Conference, ICBDS 2023, Nanjing, China, December 22-24, 2023, Revised Selected Papers, Part I (Communications in Computer and Information Science) （2024）

Tian, Yuan (EDT)/ Ma, Tinghuai (EDT)/ Khan, Muhammad Khurram (EDT)

ウェブストア価格 ¥16,555（本体¥15,050）
Springer Nature（2024/08発売）
外貨定価 US$ 79.99
ポイント 150pt

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製本 Paperback:紙装版/ペーパーバック版／ページ数 246 p.
言語 ENG
商品コード 9789819743865

Full Description

The two-volume set constitutes the refereed proceedings of the 5th International Conference on Big Data and Security, ICBDS 2023, held in Nanjing, China, during December 22-24, 2023.

The 35 full papers and 1 short paper were carefully reviewed and selected from 161 submissions. They are organized in topical sections as follows:

Part One: Big Data & New Method and Artificial Intelligence & Machine Learning

Part Two: Data Technology & Network Security and IoT Security & Privacy Protection.

.- Big Data&New Method.

.- Recurrent Age Recognition based on Manifold Learning.

.- Big Data Intelligence Empowered Specialized Disciplines Development Pattern Recognition in Power Industry Universities.

.- A Survey on Real-time Semantic Segmentation Based on Deep Learning.

.- A Clustering Method for Distribution Network Load Curve Based on Fast DDTW.

.- Object Detection Model Based on Attention Mechanism.

.- Gas Pressure Prediction and Application with Missing Data Imputation Techniques for Gas Regulator Data.

.- Advances, Patterns and Future Potential of Big Data Technology Research for New Energy Sources and Energy Storage Systems.

.- Construction of Enterprise Capital Allocation Efficiency Model Based on Fuzzy Clustering Algorithm.

.- Artificial Intelligence&Machine Learning.

.- Analysing Potential of ResNet for Transfer Learning with Stochastic Depth.

.- A Survey of Research Progresses on Instance Segmentation Based on Deep Learning.

.- Charting the Landscape of Multi-view Stereo: An In-depth Exploration of Deep Learning Techniques.

.- A Survey of Federated Learning: Review,Attacks, Defenses.

.- ROMA: Reverse Model-based Data Augmentation for Offline Reinforcement Learning.

.- Application Research of Digital Intelligence Technology in Mining Electric Power Equipment Fault Cases: Taking Text Mining Technology as an Example.

.- Deep Learning-Based Attribute Graph Clustering: An Overview.

.- Construction of demand forecasting model of human resources professional structure based on deep learning.

.- Financial management and early warning system of non profit organizations based on artificial neural network.