Volume 12, Issue 11

Search all International Journal of Machine Learning and Cybernetics articles

November 2021

Special Issue: Deep Learning for 5G IoT Systems

Issue Editors:

Xiaochun Cheng,
Chengqi Zhang,
YI QIAN,
Moayad Aloqaily,
Yang Xiao

20 articles in this issue

Editorial: deep learning for 5G IoT systems
Xiaochun Cheng
Chengqi Zhang
Yang Xiao
Editorial 19 July 2021 Pages: 3049 - 3051
Top view multiple people tracking by detection using deep SORT and YOLOv3 with transfer learning: within 5G infrastructure
Imran Ahmed
Misbah Ahmad
Gwanggil Jeon
Original Article 27 October 2020 Pages: 3053 - 3067
Improved VGG model-based efficient traffic sign recognition for safe driving in 5G scenarios
Zhongqin Bi
Ling Yu
Hongyang Yao
Original Article 19 August 2020 Pages: 3069 - 3080
Sentence pair modeling based on semantic feature map for human interaction with IoT devices
Rui Yu
Wenpeng Lu
Jiguo Yu
Original Article 14 June 2021 Pages: 3081 - 3099
Routing protocol for low power and lossy network–load balancing time-based
Muneer Bani Yassien
Shadi A. Aljawarneh
Eman Eaydat
Original Article 14 January 2021 Pages: 3101 - 3114
Clone detection in 5G-enabled social IoT system using graph semantics and deep learning model
Farhan Ullah
Muhammad Rashid Naeem
Syed Aziz Shah
Original Article 10 January 2021 Pages: 3115 - 3127
A multiple-kernel clustering based intrusion detection scheme for 5G and IoT networks
Ning Hu
Zhihong Tian
Mohsen Guizani
Original Article 14 January 2021 Pages: 3129 - 3144
Recurrent autonomous autoencoder for intelligent DDoS attack mitigation within the ISP domain
Ili Ko
Desmond Chambers
Enda Barrett
Original Article 26 March 2021 Pages: 3145 - 3167
An Intelligent prediction model for UCG state based on dual-source LSTM
Yuteng Xiao
Hongsheng Yin
Kaijian Xia
Original Article 01 October 2020 Pages: 3169 - 3178
Ensemble machine learning approach for classification of IoT devices in smart home
Ivan Cvitić
Dragan Peraković
Brij Gupta
Original Article Open access 03 January 2021 Pages: 3179 - 3202
Localizing pedestrians in indoor environments using magnetic field data with term frequency paradigm and deep neural networks
Imran Ashraf
Yousaf Bin Zikria
Yongwan Park
Original Article 04 February 2021 Pages: 3203 - 3219
A reinforcement learning optimization for future smart cities using software defined networking
Kulandaivel Rajkumar
Manikandan Ramachandran
Rizwan Patan
Original Article 02 January 2021 Pages: 3221 - 3233
IoT enabled depthwise separable convolution neural network with deep support vector machine for COVID-19 diagnosis and classification
Dac-Nhuong Le
Velmurugan Subbiah Parvathy
K. Shankar
Original Article 02 January 2021 Pages: 3235 - 3248
Optimal Deep Learning based Convolution Neural Network for digital forensics Face Sketch Synthesis in internet of things (IoT)
Mohamed Elhoseny
Mahmoud Mohamed Selim
K. Shankar
Original Article 08 July 2020 Pages: 3249 - 3260
Energy and spectrum aware unequal clustering with deep learning based primary user classification in cognitive radio sensor networks
Thompson Stephan
Fadi Al-Turjman
Balamurugan Balusamy
Original Article 17 June 2020 Pages: 3261 - 3294
Generating transferable adversarial examples based on perceptually-aligned perturbation
Hongqiao Chen
Keda Lu
Jin Li
Original Article 12 January 2021 Pages: 3295 - 3307
Reduced PAPR Model Predictive Control based FBMC/OQAM signal for NB-IoT paradigm
Pavika Sharma
Achyut Shankar
Xiaochun Cheng
Original Article 13 February 2021 Pages: 3309 - 3323
Adversarial examples: attacks and defenses in the physical world
Huali Ren
Teng Huang
Hongyang Yan
Original Article 04 January 2021 Pages: 3325 - 3336
DDoS detection in 5G-enabled IoT networks using deep Kalman backpropagation neural network
Muder Almiani
Alia AbuGhazleh
Abdul Razaque
Original Article 17 April 2021 Pages: 3337 - 3349
Deep transfer learning-based network traffic classification for scarce dataset in 5G IoT systems
Jianfeng Guan
Junxian Cai
Ilsun You
Original Article 19 August 2021 Pages: 3351 - 3365

Volume 12, Issue 11

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