Toward deep transfer learning in industrial internet of things
… 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., …
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. …
… 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
… 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. …
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
… 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 …
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 …
Under the traditional method, the transfer learning is introduced to improve the AdaBoost …
Enabling secure authentication in industrial iot with transfer learning empowered blockchain
… 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. …
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
… 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. …
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
… 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. …
“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
… 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. …
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
… 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. …
learning and federated learning. In … digital twin, such as transfer learning and federated learning. …
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