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Explainable Data-Driven QoE Modelling with XAI.

, , , и . QoMEX, стр. 7-12. IEEE, (2023)

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Nikolas Jaspert

Nikolas Stihl

Nikolas Hülbusch

Nikolas Papastavrou

Nikolas Waltscheff

 

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X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning, , , , , и . Network Traffic Measurement and Analysis Conference (TMA), (июня 2022)Explainable Data-Driven QoE Modelling using XAI, , , и . 15th International Conference on Quality of Multimedia Experience (QoMEX), Ghent, Belgium, (июня 2023)Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling, , , , , и . 2nd Workshop on AI in Networks and Distributed Systems (WAIN), Milan, Italy, (ноября 2020)Inferring Web QoE with Machine Learning from Encrypted Network Traffic. (08.10.2020)Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning, , , , , и . 13th Wireless and Mobile Networking Conference (WMNC), Best Paper Award, Montreal, Canada (Virtual Conference), (октября 2021)Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming, , , , и . 2nd International Workshop on Network Intelligence (NI), Paris, France, (апреля 2019)Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling, , , , , и . ACM SIGMETRICS Performance Evaluation Review, 48 (4): 37-40 (марта 2021)Automated Quality Evaluation of HTTP Adaptive Video Streaming with an Android App. University of Wuerzburg, (июля 2015)Improving web qoe monitoring for encrypted network traffic through time series modeling, , , , , и . ACM SIGMETRICS Performance Evaluation Review, 48 (4): 37--40 (2021)How good is your mobile (web) surfing?: speed index inference from encrypted traffic., , , , , и . SIGCOMM Posters and Demos, стр. 35-36. ACM, (2020)