Toward deep transfer learning in industrial internet of things

X Liu, W Yu, F Liang, D Griffith… - IEEE Internet of things …, 2021 - ieeexplore.ieee.org
… 2) IIoT Transfer Learning: We design a transfer learning … For the centralized transfer
learning scenarios with large … federated learning framework for IoT,” IEEE Internet Things J., …

Transfer learning for disruptive 5G-enabled industrial internet of things

RWL Coutinho, A Boukerche - IEEE Transactions on Industrial …, 2021 - ieeexplore.ieee.org
… machine learning (ML) will also play a fundamental role in handling complex tasks at industrial
… In this article, we shed light on the design of transfer learning (TL)-based systems for IIoT. …

Multipath TCP meets transfer learning: A novel edge-based learning for industrial IoT

SR Pokhrel, L Pan, N Kumar, R Doss… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… life-long collaborative learning. We design a novel distributed transfer learning (TL) framework
to … TCP for industrial IoT: Analysis and design,” IEEE Internet Things J., vol. 7, no. 6, pp. …

Guest editorial: Special section on transfer learning for 5G-aided industrial internet of things

K Kaur, S Guo, M Chen… - … Transactions on Industrial …, 2021 - ieeexplore.ieee.org
… In this direction, transfer learning (TL) can be a revolutionary breakthrough. TL allows us
to democratize the machine learning models and reuse the previously developed models in …

Transfer Learning-powered resource optimization for green computing in 5G-Aided Industrial Internet of Things

Z Lv, R Lou, A Kumar Singh, Q Wang - ACM Transactions on Internet …, 2021 - dl.acm.org
… The related investigation is conducted based on 5G network and Internet of Things technology.
Under the traditional method, the transfer learning is introduced to improve the AdaBoost …

Enabling secure authentication in industrial iot with transfer learning empowered blockchain

X Wang, S Garg, H Lin, MJ Piran, J Hu… - … on Industrial …, 2021 - ieeexplore.ieee.org
… on Transfer Learning empowered Blockchain, coined ATLB. In ATLB, blockchains are applied
to achieve the privacy preservation for industrial … ,” IEEE Internet Things J., vol. 6, no. 2, pp. …

Federated transfer learning based cross-domain prediction for smart manufacturing

I Kevin, K Wang, X Zhou, W Liang… - … on Industrial …, 2021 - ieeexplore.ieee.org
transfer learning framework, federated transfer learning for … faced by most machine learning
approaches in modern smart … for smart homes,” IEEE Internet Things J., vol. 6, no. 5, pp. …

Deep learning in the industrial internet of things: Potentials, challenges, and emerging applications

RA Khalil, N Saeed, M Masood, YM Fard… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… deep learning in industrial Internet of Things,” IEEE Internet Things J., vol. 7, no. 5, pp. … Li,
“A new deep transfer learning based on sparse auto-encoder for fault diagnosis,” IEEE Trans. …

Dependable intrusion detection system for IoT: A deep transfer learning based approach

ST Mehedi, A Anwar, Z Rahman… - … on Industrial …, 2022 - ieeexplore.ieee.org
… In recent years, deep learning and deep transfer learning … This manuscript proposes a
deep transfer learning based … home IoT devices,” IEEE Internet Things J., vol. 6, no. 5, pp. …

A survey on digital twin for industrial internet of things: Applications, technologies and tools

H Xu, J Wu, Q Pan, X Guan… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
… This paper investigates not only classical machine learning … solutions such as transfer
learning and federated learning. In … digital twin, such as transfer learning and federated learning. …