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An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

IEEE transactions on broadcasting, 2020-06, Vol.66 (2), p.251-263

2020

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Survey on Machine Learning for Intelligent End-to-End Communication Toward 6G: From Network Access, Routing to Traffic Control and Streaming Adaption

IEEE Communications surveys and tutorials, 2021-01, Vol.23 (3), p.1578-1598

2021

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A Quality-of-Experience Database for Adaptive Video Streaming

IEEE transactions on broadcasting, 2018-06, Vol.64 (2), p.474-487

2018

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Resource Allocation and Trajectory Optimization for QoE Provisioning in Energy-Efficient UAV-Enabled Wireless Networks

IEEE transactions on vehicular technology, 2020-07, Vol.69 (7), p.7634-7647

2020

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Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach

IEEE transactions on circuits and systems for video technology, 2020-03, Vol.30 (3), p.661-673

2020

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Fog Computing for 5G Tactile Industrial Internet of Things: QoE-Aware Resource Allocation Model

IEEE transactions on industrial informatics, 2019-05, Vol.15 (5), p.3085-3092

2019

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A View Synthesis-Based 360° VR Caching System Over MEC-Enabled C-RAN

IEEE transactions on circuits and systems for video technology, 2020-10, Vol.30 (10), p.3843-3855

2020

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Edge QoE: Computation Offloading With Deep Reinforcement Learning for Internet of Things

IEEE internet of things journal, 2020-10, Vol.7 (10), p.9255-9265

2020

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Quality-of-Experience for Adaptive Streaming Videos: An Expectation Confirmation Theory Motivated Approach

IEEE transactions on image processing, 2018-12, Vol.27 (12), p.6135-6146

2018

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Quality-of-Experience Evaluation for Digital Twins in 6G Network Environments

IEEE transactions on broadcasting, 2024-09, Vol.70 (3), p.995-1007

2024

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Self-Aware Networks That Optimize Security, QoS, and Energy

Proceedings of the IEEE, 2020-07, Vol.108 (7), p.1150-1167

2020

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Learning-Based Intent-Aware Task Offloading for Air-Ground Integrated Vehicular Edge Computing

IEEE transactions on intelligent transportation systems, 2021-08, Vol.22 (8), p.5127-5139

2021

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Learning Automata Based Q-Learning for Content Placement in Cooperative Caching

IEEE transactions on communications, 2020-06, Vol.68 (6), p.3667-3680

2020

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Confusing Image Quality Assessment: Toward Better Augmented Reality Experience

IEEE transactions on image processing, 2022, Vol.31, p.7206-7221

2022

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Flexible Resource Allocation in Device-to-Device Communications Using Stackelberg Game Theory

IEEE transactions on communications, 2019-01, Vol.67 (1), p.653-667

2019

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QoE-Based Resource Allocation for Multi-Cell NOMA Networks

IEEE transactions on wireless communications, 2018-09, Vol.17 (9), p.6160-6176

2018

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Psychophysiology-Based QoE Assessment: A Survey

IEEE journal of selected topics in signal processing, 2017-02, Vol.11 (1), p.6-21

2017

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QoE Driven VR 360° Video Massive MIMO Transmission

IEEE transactions on wireless communications, 2022-01, Vol.21 (1), p.18-33

2022

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DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction

IEEE transactions on multimedia, 2020-12, Vol.22 (12), p.3210-3223

2020

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A Review of Predictive Quality of Experience Management in Video Streaming Services

IEEE transactions on broadcasting, 2018-06, Vol.64 (2), p.432-445

2018

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A Novel Adaptive Resource Allocation Model Based on SMDP and Reinforcement Learning Algorithm in Vehicular Cloud System

IEEE transactions on vehicular technology, 2019-10, Vol.68 (10), p.10018-10029

2019

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Toward ML-Based Energy-Efficient Mechanism for 6G Enabled Industrial Network in Box Systems

IEEE transactions on industrial informatics, 2021-10, Vol.17 (10), p.7185-7192

2021

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PsyQoE: Improving Quality-of-Experience Assessment with Psychological Effects in Video Streaming

IEEE transactions on services computing, 2024-08, p.1-14

2024

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QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning

IEEE transactions on vehicular technology, 2022-05, Vol.71 (5), p.5358-5370

2022

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QoE-Aware Collaborative Edge Caching and Computing for Adaptive Video Streaming

IEEE transactions on wireless communications, 2024-06, Vol.23 (6), p.6453-6466

2024

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An Ensemble Rate Adaptation Framework for Dynamic Adaptive Streaming Over HTTP

Survey on Machine Learning for Intelligent End-to-End Communication Toward 6G: From Network Access, Routing to Traffic Control and Streaming Adaption

A Quality-of-Experience Database for Adaptive Video Streaming

Resource Allocation and Trajectory Optimization for QoE Provisioning in Energy-Efficient UAV-Enabled Wireless Networks

Streaming Video QoE Modeling and Prediction: A Long Short-Term Memory Approach

Fog Computing for 5G Tactile Industrial Internet of Things: QoE-Aware Resource Allocation Model

A View Synthesis-Based 360° VR Caching System Over MEC-Enabled C-RAN

Edge QoE: Computation Offloading With Deep Reinforcement Learning for Internet of Things

Quality-of-Experience for Adaptive Streaming Videos: An Expectation Confirmation Theory Motivated Approach

Quality-of-Experience Evaluation for Digital Twins in 6G Network Environments

Self-Aware Networks That Optimize Security, QoS, and Energy

Learning-Based Intent-Aware Task Offloading for Air-Ground Integrated Vehicular Edge Computing

Learning Automata Based Q-Learning for Content Placement in Cooperative Caching

Confusing Image Quality Assessment: Toward Better Augmented Reality Experience

Flexible Resource Allocation in Device-to-Device Communications Using Stackelberg Game Theory

QoE-Based Resource Allocation for Multi-Cell NOMA Networks

Psychophysiology-Based QoE Assessment: A Survey

QoE Driven VR 360° Video Massive MIMO Transmission

DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction

A Review of Predictive Quality of Experience Management in Video Streaming Services

A Novel Adaptive Resource Allocation Model Based on SMDP and Reinforcement Learning Algorithm in Vehicular Cloud System

Toward ML-Based Energy-Efficient Mechanism for 6G Enabled Industrial Network in Box Systems

PsyQoE: Improving Quality-of-Experience Assessment with Psychological Effects in Video Streaming

QoE Optimization for Live Video Streaming in UAV-to-UAV Communications via Deep Reinforcement Learning

QoE-Aware Collaborative Edge Caching and Computing for Adaptive Video Streaming

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