Classification of Services through Feature Selection and Machine Learning in 5G Networks

被引：0
|
作者：
机构：
[1] Department of Information Technology,
[2] National Institute of Technology,undefined
来源：
Automatic Control and Computer Sciences | 2023年 / 57卷
关键词：
5G network; machine learning; KPI; KQI; feature selection; and ranking;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：589 / 599
页数：10
相关论文
共 50 条
  • [1] Classification of Services through Feature Selection and Machine Learning in 5G Networks
    Rajak, Anjali
    Tripathi, Rakesh
    [J]. AUTOMATIC CONTROL AND COMPUTER SCIENCES, 2023, 57 (06) : 589 - 599
  • [2] Machine Learning Aided Cognitive RAT Selection for 5G Heterogeneous Networks
    Perez, Juan S.
    Jayaweera, Sudharman K.
    Lane, Steven
    [J]. 2017 IEEE INTERNATIONAL BLACK SEA CONFERENCE ON COMMUNICATIONS AND NETWORKING (BLACKSEACOM), 2017, : 92 - 96
  • [3] Feature selection based machine learning models for 5G network slicing approximation
    Dangi, Ramraj
    Lalwani, Praveen
    [J]. COMPUTER NETWORKS, 2023, 237
  • [4] Unsupervised Learning for Feature Selection: A Proposed Solution for Botnet Detection in 5G Networks
    Lefoane, Moemedi
    Ghafir, Ibrahim
    Kabir, Sohag
    Awan, Irfan-Ullah
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (01) : 921 - 929
  • [5] Dynamic Machine Learning Algorithm Selection For Network Slicing in Beyond 5G Networks
    Bouroudi, Abdelmounaim
    Outtagarts, Abdelkader
    Hadjadj-Aoul, Yassine
    [J]. 2023 IEEE 9TH INTERNATIONAL CONFERENCE ON NETWORK SOFTWARIZATION, NETSOFT, 2023, : 314 - 316
  • [6] Service Classification of Network Traffic in 5G Core Networks using Machine Learning
    Pell, Robert
    Shojafar, Mohammad
    Kosmanos, Dimitrios
    Moschoyiannis, Sotiris
    [J]. 2023 IEEE INTERNATIONAL CONFERENCE ON EDGE COMPUTING AND COMMUNICATIONS, EDGE, 2023, : 309 - 318
  • [7] Enhancing Security in 5G Networks: A Hybrid Machine Learning Approach for Attack Classification
    Kholidy, Hisham A.
    Berrouachedi, Abdelkader
    Benkhelifa, Elhadj
    Jaziri, Rakia
    [J]. 2023 20TH ACS/IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, AICCSA, 2023,
  • [8] Provisioning of 5G Services Employing Machine Learning Techniques
    Pelekanou, Antonia
    Anastasopoulos, Markos
    Tzanakaki, Anna
    Simeonidou, Dimitra
    [J]. 22ND INTERNATIONAL CONFERENCE ON OPTICAL NETWORK DESIGN AND MODELING (ONDM 2018), 2018, : 200 - 205
  • [9] Effective Feature Selection for 5G IM Applications Traffic Classification
    Shafiq, Muhammad
    Yu, Xiangzhan
    Laghari, Asif Ali
    Wang, Dawei
    [J]. MOBILE INFORMATION SYSTEMS, 2017, 2017
  • [10] Beam-Selection for 5G/B5G Networks Using Machine Learning: A Comparative Study
    Chatzoglou, Efstratios
    Goudos, Sotirios K. K.
    [J]. SENSORS, 2023, 23 (06)
12345