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20192021
most citedArtificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts

381 citations · 755 across the 10 of their papers we have counts for

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Showing 2021Show all

7 papers · 1 filter

cs.IT2021

Secure Swarm UAV-assisted Communications with Cooperative Friendly Jamming

Hanh Dang-Ngoc, Diep N. Nguyen, Khuong Ho-Van +4

This article proposes a cooperative friendly jamming framework for swarm unmanned aerial vehicle (UAV)-assisted amplify-and-forward (AF) relaying networks with wireless energy harv…

cs.CY2021★ 381 cited

Artificial Intelligence (AI) and Big Data for Coronavirus (COVID-19) Pandemic: A Survey on the State-of-the-Arts

Quoc-Viet Pham, Dinh C. Nguyen, Thien Huynh-The +2

The very first infected novel coronavirus case (COVID-19) was found in Hubei, China in Dec. 2019. The COVID-19 pandemic has spread over 214 countries and areas in the world, and ha…

cs.NI2021

Federated Learning Framework with Straggling Mitigation and Privacy-Awareness for AI-based Mobile Application Services

Yuris Mulya Saputra, Diep N. Nguyen, Dinh Thai Hoang +3

In this work, we propose a novel framework to address straggling and privacy issues for federated learning (FL)-based mobile application services, taking into account limited compu…

cs.NI2021★ 122 cited

UAV Communications for Sustainable Federated Learning

Quoc-Viet Pham, Ming Zeng, Rukhsana Ruby +2

Federated learning (FL), invented by Google in 2016, has become a hot research trend. However, enabling FL in wireless networks has to overcome the limited battery challenge of mob…

cs.LG2021★ 37 cited

Transfer Learning for Future Wireless Networks: A Comprehensive Survey

Cong T. Nguyen, Nguyen Van Huynh, Nam H. Chu +7

With outstanding features, Machine Learning (ML) has been the backbone of numerous applications in wireless networks. However, the conventional ML approaches have been facing many…

cs.LG2021★ 35 cited

Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey

Prabadevi B, Quoc-Viet Pham, Madhusanka Liyanage +7

Electricity is one of the mandatory commodities for mankind today. To address challenges and issues in the transmission of electricity through the traditional grid, the concepts of…