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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 …
Context-aware QoE modelling, measurement, and prediction in mobile computing systems
Quality of Experience (QoE) as an aggregate of Quality of Service (QoS) and human user-
related metrics will be the key success factor for current and future mobile computing …
related metrics will be the key success factor for current and future mobile computing …
No-reference video quality estimation based on machine learning for passive gaming video streaming applications
Recent years have seen increasing growth and popularity of gaming services, both
interactive and passive. While interactive gaming video streaming applications have …
interactive and passive. While interactive gaming video streaming applications have …
Empirical study based on machine learning approach to assess the QoS/QoE correlation
MS Mushtaq, B Augustin… - 2012 17th European …, 2012 - ieeexplore.ieee.org
The appearance of new emerging multimedia services have created new challenges for
cloud service providers, which have to react quickly to end-users experience and offer a …
cloud service providers, which have to react quickly to end-users experience and offer a …
QoE modelling, measurement and prediction: A review
In mobile computing systems, users can access network services anywhere and anytime
using mobile devices such as tablets and smart phones. These devices connect to the …
using mobile devices such as tablets and smart phones. These devices connect to the …
Acceptability-based QoE models for mobile video
Quality of experience (QoE) measures the overall perceived quality of mobile video delivery
from subjective user experience and objective system performance. Current QoE prediction …
from subjective user experience and objective system performance. Current QoE prediction …
On user-centric modular QoE prediction for VoIP based on machine-learning algorithms
P Charonyktakis, M Plakia… - … on mobile computing, 2015 - ieeexplore.ieee.org
The impact of the network performance on the quality of experience (QoE) for various
services is not well-understood. Assessing the impact of different network and channel …
services is not well-understood. Assessing the impact of different network and channel …
Survey on machine learning-based QoE-QoS correlation models
S Aroussi, A Mellouk - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
The machine learning provides a theoretical and methodological framework to quantify the
relationship between user OoE (Quality of Experience) and network QoS (Quality of …
relationship between user OoE (Quality of Experience) and network QoS (Quality of …
Machine learning based QoE prediction in SDN networks
Our work in this paper presents a prediction of quality of experience based on full reference
parametric (SSIM, VQM) and application metrics (resolution, bit rate, frame rate) in SDN …
parametric (SSIM, VQM) and application metrics (resolution, bit rate, frame rate) in SDN …
Survey on QoE assessment approach for network service
With the development of converged all-IP networks, new network services-supporting,
among others, image, audio, and video-with high diversity emerge, which brings huge …
among others, image, audio, and video-with high diversity emerge, which brings huge …