M. Alreshoodi and J. Woods, Survey on qoe\ qos correlation models for multimedia services. arXiv preprint, 2013.

A. Balachandran, V. Sekar, A. Akella, S. Seshan, I. Stoica et al., Developing a predictive model of quality of experience for internet video, ACM SIGCOMM CCR, 2013.

S. Biswas, J. Bicket, E. Wong, R. Musaloiu-e, A. Bhartia et al., Large-scale measurements of wireless network behavior, Proc. ACM SIGCOMM, 2015.

M. Butkiewicz, H. V. Madhyastha, and V. Sekar, Understanding website complexity, Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference, IMC '11, 2011.
DOI : 10.1145/2068816.2068846

P. Casas, M. Seufert, and R. Schatz, YOUQMON, ACM SIGMETRICS Performance Evaluation Review, vol.41, issue.2, 2013.
DOI : 10.1145/2518025.2518033

S. Egger, T. Hossfeld, R. Schatz, and M. Fiedler, Waiting times in quality of experience for web based services, 2012 Fourth International Workshop on Quality of Multimedia Experience, 2012.
DOI : 10.1109/QoMEX.2012.6263888

O. Hohlfeld, E. Pujol, F. Ciucu, A. Feldmann, and P. Barford, A QoE Perspective on Sizing Network Buffers, Proceedings of the 2014 Conference on Internet Measurement Conference, IMC '14, 2014.
DOI : 10.1145/2663716.2663730

G. Maier, A. Feldmann, V. Paxson, and M. Allman, On dominant characteristics of residential broadband internet traffic, Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference, IMC '09, 2009.
DOI : 10.1145/1644893.1644904

P. Meenan, How fast is your website?, Communications of the ACM, vol.56, issue.4, 2013.
DOI : 10.1145/2436256.2436270

M. Papadopouli, P. Charonyktakis, M. Plakia, and I. Tsamardinos, On user-centric modular qoe prediction for voip based on machine-learning algorithms, IEEE TMC, 2015.

A. Patro, S. Govindan, and S. Banerjee, Observing home wireless experience through WiFi APs, Proceedings of the 19th annual international conference on Mobile computing & networking, MobiCom '13, 2013.
DOI : 10.1145/2500423.2500448

I. Pefkianakis, H. Lundgren, A. Soule, J. Chandrashekar, P. Le-guyadec et al., Characterizing home wireless performance: The gateway view, 2015 IEEE Conference on Computer Communications (INFOCOM), 2015.
DOI : 10.1109/INFOCOM.2015.7218663

C. Pei, Y. Zhao, G. Chen, R. Tang, Y. Meng et al., Wifi can be the weakestlink of round trip network latency in the wild, Proc. IEEE INFOCOM, 2016.

T. Spetebroot, S. Afra, N. Aguilera, D. Saucez, and C. Barakat, From network-level measurements to expected quality of experience: The Skype use case, 2015 IEEE International Workshop on Measurements & Networking (M&N), 2015.
DOI : 10.1109/IWMN.2015.7322989

URL : https://hal.archives-ouvertes.fr/hal-01071373

I. Tsamardinos, A. Rakhshani, and V. Lagani, Performance-estimation properties of cross-validation-based protocols with simultaneous hyper-parameter optimization, International Journal on Artificial Intelligence Tools, 2015.

M. Varela, L. Skorin-kapov, T. Maki, and T. Hosfeld, QoE in the Web: A dance of design and performance, 2015 Seventh International Workshop on Quality of Multimedia Experience (QoMEX), pp.1-7, 2015.
DOI : 10.1109/QoMEX.2015.7148084

T. Wang, A. Pervez, and H. Zou, Vqm-based qos/qoe mapping for streaming video, Proc. IC-BNMT. IEEE, 2010.