Survey on Artificial Intelligence & Machine Learning Models and Datasets for Network Intelligence 


Vol. 47,  No. 4, pp. 625-643, Apr.  2022
10.7840/kics.2022.47.4.625


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  Abstract

Thanks to the recent advancements in deep neural networks, artificial intelligence & machine learning technologies are getting more attentions as one of the key enablers to innovate business processes in a variety of industries and application domains. Along with this trend, we are seeing a considerable number of researches on network intelligence that exploit the artificial intelligence & machine learning models to effectively control future Internet environment which is expected to be much more large, complex, and exploded by traffics than ever before. In order to realize successful network intelligence, it is important to obtain desirable datasets and construct models with excellent accuracy. In this paper, we review and summarize recent trends of datasets and artificial intelligence & machine learning models for network intelligence based on going through a number of papers that are introduced in high-quality academic journals and conferences for recent five years. We believe that our review and summary can be a useful guideline to identify the current research trends on network intelligence.

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  Cite this article

[IEEE Style]

J. Lee, S. Shin, S. Yoon, T. Kim, "Survey on Artificial Intelligence & Machine Learning Models and Datasets for Network Intelligence," The Journal of Korean Institute of Communications and Information Sciences, vol. 47, no. 4, pp. 625-643, 2022. DOI: 10.7840/kics.2022.47.4.625.

[ACM Style]

Jooyoung Lee, Seungjae Shin, Seunghyun Yoon, and Taeyeon Kim. 2022. Survey on Artificial Intelligence & Machine Learning Models and Datasets for Network Intelligence. The Journal of Korean Institute of Communications and Information Sciences, 47, 4, (2022), 625-643. DOI: 10.7840/kics.2022.47.4.625.

[KICS Style]

Jooyoung Lee, Seungjae Shin, Seunghyun Yoon, Taeyeon Kim, "Survey on Artificial Intelligence & Machine Learning Models and Datasets for Network Intelligence," The Journal of Korean Institute of Communications and Information Sciences, vol. 47, no. 4, pp. 625-643, 4. 2022. (https://doi.org/10.7840/kics.2022.47.4.625)

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pISSN : 1226 - 4717
eISSN : 2287 - 3880