A. Huet, Revealing QoE of Web Users from Encrypted Network Traffic, IFIP Networking Conference, 2020.

A. Huet, Web Quality of Experience from Encrypted Packets, ACM SIGCOMM Posters and Demos, 2019.

. Cisco, Cisco Annual Internet Report, 2018.

D. N. Da-hora, Narrowing the gap between QoS metrics and Web QoE using Above-the-fold metrics, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01677260

E. Ibarrola, Web QoE evaluation in multi-agent networks: Validation of ITU-T G.1030, ICAS, 2009.

S. Egger, Waiting Times in Quality of Experience for Web Based Services, 2012.

&. G. , 1030 : Estimating End-to-end Performance in IP Networks for Data Applications

T. Hoßfeld, Speed Index: Relating the Industrial Standard for User Perceived Web Performance to Web QoE, 2018.

Q. Gao, Perceived Performance of Top Retail Webpages in the Wild: Insights from Large-scale Crowdsourcing of Above-the-fold QoE, 2017.

A. Sackl, The influence of network quality fluctuations on web qoe, 2014.

A. Sackl, Quantifying the impact of network bandwidth fluctuations and outages on web qoe, 2015.

M. Varela, QoE in the Web: A dance of design and performance, 2015.

M. Varela, Towards an understanding of visual appeal in website design, 2013.

S. Barakovi?, Survey of research on Quality of Experience modelling for web browsing, Quality and User Experience, vol.2, issue.1, p.6, 2017.

A. Saverimoutou, A 6-month Analysis of Factors Impacting Web Browsing Quality for QoE Prediction, Computer Networks, vol.164, 2019.
URL : https://hal.archives-ouvertes.fr/hal-02291088

A. S. Asrese, Measuring Web Latency and Rendering Performance: Method, Tools, and Longitudinal Dataset, IEEE TNSM, 2019.

M. Rajiullah, Web Experience in Mobile Networks: Lessons from Two Million Page Visits, 2019.

S. Ihm, Towards Understanding Modern Web Traffic, ACM IMC, 2011.

E. Bocchi, Measuring the Quality of Experience of Web Users, ACM SIGCOMM CCR, vol.46, issue.4, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01346360

M. Trevisan, PAIN: A Passive Web performance indicator for ISPs, Computer Networks, vol.149, 2019.

V. Aggarwal, Prometheus: Toward Quality-of-Experience Estimation for Mobile Apps from Passive Network Measurements, ACM HotMobile, 2014.

A. Balachandran, Modeling Web Quality of Experience on Cellular Networks, ACM MobiCom, 2015.

P. Casas, Next to You: Monitoring Quality of Experience in Cellular Networks From the End-Devices, IEEE TNSM, 2016.

S. Wassermann, Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones, SIGMETRICS Perform. Eval. Rev, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01898083

A. Nikravesh, QoE Inference and Improvement Without End-Host Control, 2018 IEEE/ACM Symposium on Edge Computing (SEC), 2018.

P. Meenan, Real User Monitoring SpeedIndex (RUMSI), 2020.

T. Chen, XGBoost: A Scalable Tree Boosting System, KDD, 2016.

P. Casas, GML Learning, A Generic Machine Learning Model for Network Measurements Analysis, CNSM, 2017.