A survey on multimedia services QoE assessment and machine learning-based prediction

G Kougioumtzidis, V Poulkov, ZD Zaharis… - IEEE …, 2022 - ieeexplore.ieee.org
The groundbreaking evolution in mobile and wireless communication networks design in
recent years, in combination with the advancement of mobile terminal equipment …

[PDF][PDF] A non-linear SVR-based cascade model for improving prediction accuracy of biomedical data analysis

I Izonin, R Tkachenko, O Gurbych, M Kovac… - Math. Biosci …, 2023 - aimspress.com
Biomedical data analysis is essential in current diagnosis, treatment, and patient condition
monitoring. The large volumes of data that characterize this area require simple but accurate …

QoE assessment model based on continuous deep learning for video in wireless networks

X Liu, G Chuai, X Wang, Z Xu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Quality of experience (QoE) is a vital metric that indicates how well the wireless network
provides transmission services to users, while quality of service (QoS) help better configure …

Enhancing Cloud Gaming QoE Estimation by Stacking Learning

D Soares, M Carvalho, DF Macedo - Journal of Network and Systems …, 2024 - Springer
Abstract The Cloud Gaming sector is burgeoning with an estimated annual growth of more
than 50%, poised to reach a market value of $22 billion by 2030, and notably, GeForce Now …

User behavior-ensemble learning based improving QoE fairness in HTTP adaptive streaming over SDN approach

T Abar, AB Letaifa, S El Asmi - Advances in Computers, 2021 - Elsevier
Abstract Quality of Experience (QoE) for multimedia services is formed by a wealthy
interaction between system, context and human factors. Whereas system and context …

Analyzing the QoS prediction for web service recommendation using time series forecasting with deep learning techniques

A Gnanasekaran, AA Chinnasamy… - Concurrency and …, 2022 - Wiley Online Library
Quality of service (QoS) is widely adopted to characterize the performance of services
invoked by users. For this purpose, the QoS prediction of services constitutes a decisive tool …

Enhancing QoE predictions with complex neural networks and diverse datasets

SK Mahaboob Basha… - Journal of Intelligent & …, 2023 - content.iospress.com
Abstract Quality of Experience (QoE) is a critical aspect of multimedia applications, which
directly impacts user satisfaction and adoption. QoE predictions are used to optimize various …

Developing a QoE monitoring approach for video service based on mobile terminals

X Liu, X Tao, L Wang, Y Zhan… - … Conference on Computing …, 2019 - ieeexplore.ieee.org
Quality of experience (QoE) is crucial for wireless network operators with respect to both
technical evolution and profit promotion. However, operators are still unable to monitor user …

Cooperative Energy Spectrum Sensing for Mobile Cognitive Radio Networks using SDR

C Muñoz, P Martínez, L Fernando… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Mobile Cognitive Radio Networks have become an option for convergent wireless
communications due to their flexibility and adaptability in real-time to the characteristics of …

Peripheral sensing: Monitoring quality of experience for video services based on mobile terminals

X Liu, X Tao, Y Zhan, J Lu - IEEE Access, 2019 - ieeexplore.ieee.org
Quality of experience (QoE), which directly relates to both technical evolvement and profit
promotion, is a vital concern for mobile video services. However, the wireless network …