Submit a Manuscript to the Journal

Connection Science

For a Special Issue on

Advanced Machine Learning and Optimization Methods for Data Analytics and Security

Abstract deadline
27 July 2023

Manuscript deadline
31 July 2024

Cover image - Connection Science

Special Issue Editor(s)

Yuping Wang, Xidian University,China
[email protected]

Xiaozhi Gao, University of Eastern Finland, Finland
[email protected]

Nan Ma, Beijing University of Technology,China
[email protected]

Xingsi Xue, Victoria University of Wellington, New Zealand
[email protected]

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Advanced Machine Learning and Optimization Methods for Data Analytics and Security

Currently, big data handling and its security have become a new, hot research topic among academics and the industry community. The new machine learning (especially deep learning) and optimization techniques are very essential tools for data analysis and ensuring data security. However, there are still numerous technical challenges and issues involving new machine learning models and optimization techniques that need to be improved and broadly explored for data analysis and security. For example, explainable deep learning models, zero-shot deep learning models, few-shot deep learning models, efficient global optimization methods for deep learning models, big data analysis and data and network security.

This Special Issue aims to provide the last and most innovative research on all theoretical and practical aspects in new machine learning techniques and optimization methods for data analysis, and data and network security.

The topics of interest include, but are not limited to:

  1. Models and methods of new deep learning
  2. New deep learning theory
  3. Explainable deep learning models
  4. Machine learning algorithm in networks
  5. Data mining for network data
  6. New optimization methods for data analysis
  7. Optimization models on resource allocation in wireless communications
  8. Optimization models on task scheduling in wireless communications
  9. New models on 5G and 6G networks
  10. Integration of AI and wireless or next generation networks
  11. Evolutionary algorithms for data analytical problems
  12. Security techniques in next generation networks
  13. Security techniques for data analytics
  14. Security techniques and AI for data analytics
  15. Computer network and Security
  16. Other related topics.