Harnessing big data analytics for healthcare: A comprehensive review of frameworks, implications, applications, and impacts

A Ahmed, R Xi, M Hou, SA Shah, S Hameed - IEEE Access, 2023 - ieeexplore.ieee.org
Big Data Analytics (BDA) has garnered significant attention in both academia and industries,
particularly in sectors such as healthcare, owing to the exponential growth of data and …

Contactless WiFi sensing and monitoring for future healthcare-emerging trends, challenges, and opportunities

Y Ge, A Taha, SA Shah, K Dashtipour… - IEEE Reviews in …, 2022 - ieeexplore.ieee.org
WiFi sensing has received recent and significant interest from academia, industry,
healthcare professionals, and other caregivers (including family members) as a potential …

A blockchain-empowered federated learning in healthcare-based cyber physical systems

Y Liu, W Yu, Z Ai, G Xu, L Zhao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of healthcare-based cyber physical systems (CPSs), more and
more healthcare data is collected from clinical institutions or hospitals. Due to the private …

QoS prediction model of cloud services based on deep learning

WJ Huang, PY Zhang, YT Chen… - IEEE/CAA Journal of …, 2021 - ieeexplore.ieee.org
This letter presents a deep learning-based prediction model for the quality-of-service (QoS)
of cloud services. Specifically, to improve the QoS prediction accuracy of cloud services, a …

Proximal alternating-direction-method-of-multipliers-incorporated nonnegative latent factor analysis

F Bi, X Luo, B Shen, H Dong… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
High-dimensional and incomplete (HDI) data subject to the nonnegativity constraints are
commonly encountered in a big data-related application concerning the interactions among …

Evolution from AI, IoT and big data analytics to metaverse

MC Zhou - IEEE/CAA Journal of Automatica Sinica, 2022 - ieeexplore.ieee.org
Time flies. Since I took over the Editor-in-Chief position from this journal's founding Editor-in-
Chief, Professor Fei-Yue Wang in 2018, five years has past just like a second. Looking back …

Two-stream graph convolutional network-incorporated latent feature analysis

F Bi, T He, Y Xie, X Luo - IEEE Transactions on Services …, 2023 - ieeexplore.ieee.org
Historical Quality-of-Service (QoS) data describing existing user-service invocations are vital
to understanding user behaviors and cloud service conditions. Collaborative Filtering (CF) …

[HTML][HTML] Weed detection using deep learning: a systematic literature review

NY Murad, T Mahmood, ARM Forkan, A Morshed… - Sensors, 2023 - mdpi.com
Weeds are one of the most harmful agricultural pests that have a significant impact on crops.
Weeds are responsible for higher production costs due to crop waste and have a significant …

[HTML][HTML] Enhancing digital health services with big data analytics

N Berros, F El Mendili, Y Filaly… - Big data and cognitive …, 2023 - mdpi.com
Medicine is constantly generating new imaging data, including data from basic research,
clinical research, and epidemiology, from health administration and insurance …

Toward data-driven digital therapeutics analytics: Literature review and research directions

U Lee, G Jung, EY Ma, J San Kim, H Kim… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
With the advent of digital therapeutics (DTx), the development of software as a medical
device (SaMD) for mobile and wearable devices has gained significant attention in recent …