A survey on multimedia services QoE assessment and machine learning-based prediction
The groundbreaking evolution in mobile and wireless communication networks design in
recent years, in combination with the advancement of mobile terminal equipment …
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 …
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 …
provides transmission services to users, while quality of service (QoS) help better configure …
Enhancing Cloud Gaming QoE Estimation by Stacking Learning
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 …
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 …
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 …
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 …
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
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 …
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 …
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 …
promotion, is a vital concern for mobile video services. However, the wireless network …