Nikolas Wehner

44 papers A* 1A 3B 20Misc 2Journal 9Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Tutorial on Data-Driven Quality-of-Experience Modeling With Explainable Artificial Intelligence. IEEE Commun. Surv. Tutorials Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert
2026	J	`jnl`	Reproducibility of Experiments in Networking. IEEE Access Nikolas Wehner, Alexej Grigorjew, Simon Raffeck, Michael Goedicke, Tobias Hoßfeld
2025	J	`jnl`	Exploring the application of Time Series Foundation Models to network monitoring tasks. Comput. Networks Nikolas Wehner, Pedro Casas, Katharina Dietz, Stefan Geißler, Tobias Hoßfeld, Michael Seufert
2025	B	`conf`	Modeling Key Quality Indicators of Short-Form Video Preloading Strategies. QoMEX Nikolas Wehner, François Blouin, Michel Ouellete, Pablo Pérez, Tobias Hoßfeld
2025	B	`conf`	Swiping, Fast and Slow: Assessing the QoE of Short-Form Videos via Crowdsourcing. QoMEX Filip Simonovski, Samuel Hufen, Lisa Karl, Alperen Sayin, Nikolas Wehner, Tobias Hoßfeld, Michael Seufert
2025	A	`conf`	To Cap or not to Cap: Bandwidth Capping Effects on Network Interactions and QoE of Competing Short Video Streams. MMSys Nikolas Wehner, Theo Karagioules, Emir Halepovic, Filip Simonovski, Tobias Hossfeld, Michael Seufert
2024	B	`conf`	(Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE. QoMEX Johannes Schleicher, Nikolas Wehner, Tobias Hoßfeld, Michael Seufert
2024	B	`conf`	Agree to Disagree: Exploring Consensus of XAI Methods for ML-based NIDS. CNSM Katharina Dietz, Mehrdad Hajizadeh, Johannes Schleicher, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld
2024	B	`conf`	Certainly Uncertain: Demystifying ML Uncertainty for Active Learning in Network Monitoring Tasks. CNSM Katharina Dietz, Mehrdad Hajizadeh, Nikolas Wehner, Stefan Geißler, Pedro Casas, Michael Seufert, Tobias Hoßfeld
2024	—	`conf`	HALIDS: a Hardware-Assisted Machine Learning IDS for in-Network Monitoring. TMA Belén Brandino, Eduardo Grampín, Katharina Dietz, Nikolas Wehner, Michael Seufert, Tobias Hoßfeld, Pedro Casas
2024	J	`jnl`	Machine Learning With Computer Networks: Techniques, Datasets, and Models. IEEE Access Haitham Afifi, Sabrina Pochaba, Andreas Boltres, Dominic Laniewski, Janek Haberer, Leonard Paeleke, Reza Poorzare, Daniel Stolpmann, Nikolas Wehner, Adrian Redder, Eric Samikwa, Michael Seufert
2024	J	`jnl`	Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale. IEEE Trans. Netw. Serv. Manag. Michael Seufert, Katharina Dietz, Nikolas Wehner, Stefan Geißler, Joshua Schüler, Manuel Wolz, Andreas Hotho, Pedro Casas, Tobias Hoßfeld, Anja Feldmann
2024	B	`conf`	QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models. QoMEX Nikolas Wehner, Nils Feldhus, Michael Seufert, Sebastian Möller, Tobias Hoßfeld
2023	J	`jnl`	Do you agree? Contrasting Google's Core Web Vitals and the impact of cookie consent banners with actual web QoE. Qual. User Exp. Nikolas Wehner, Michael Seufert, Raimund Schatz, Tobias Hoßfeld
2023	B	`conf`	Explainable Data-Driven QoE Modelling with XAI. QoMEX Nikolas Wehner, Anika Seufert, Tobias Hoßfeld, Michael Seufert
2022	B	`conf`	A Vital Improvement? Relating Google's Core Web Vitals to Actual Web QoE. QoMEX Nikolas Wehner, Monisha Amir, Michael Seufert, Raimund Schatz, Tobias Hoßfeld
2022	B	`conf`	DeepCrypt - Deep Learning for QoE Monitoring and Fingerprinting of User Actions in Adaptive Video Streaming. NetSoft Pedro Casas, Michael Seufert, Sarah Wassermann, Bruno Gardlo, Nikolas Wehner, Raimund Schatz
2022	—	`conf`	Fingerprinting Web Pages and Smartphone Apps from Encrypted Network Traffic with WebScanner. CloudNet Pedro Casas, Nikolas Wehner, Sarah Wassermann, Michael Seufert
2022	—	`conf`	Not all Web Pages are Born the Same Content Tailored Learning for Web QoE Inference. M&N Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert, Tobias Hossfeld
2022	B	`conf`	On Learning Hierarchical Embeddings from Encrypted Network Traffic. NOMS Nikolas Wehner, Markus Ring, Joshua Schüler, Andreas Hotho, Tobias Hoßfeld, Michael Seufert
2022	—	`conf`	X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning. TMA Pedro Casas, Sarah Wassermann, Michael Seufert, Nikolas Wehner, Olivia Dinica, Tobias Hossfeld
2021	B	`conf`	How are your Apps Doing? QoE Inference and Analysis in Mobile Devices. CNSM Nikolas Wehner, Michael Seufert, Joshua Schüler, Pedro Casas, Tobias Hoßfeld
2021	J	`jnl`	Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling. SIGMETRICS Perform. Evaluation Rev. Nikolas Wehner, Michael Seufert, Joshua Schuler, Sarah Wassermann, Pedro Casas, Tobias Hossfeld
2021	B	`conf`	ML-Assisted Latency Assignments in Time-Sensitive Networking. IM Alexej Grigorjew, Michael Seufert, Nikolas Wehner, Jan Hofmann, Tobias Hoßfeld
2021	—	`conf`	Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning. WMNC Pedro Casas, Sarah Wassermann, Nikolas Wehner, Michael Seufert, Joshua Schüler, Tobias Hossfeld
2021	B	`conf`	Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks. IM Nikolas Wehner, Michael Seufert, Viktoria Wieser, Pedro Casas, Germán Capdehourat
2020	B	`conf`	Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. CNSM Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schüler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hoßfeld, Dario Rossi
2020	—	`conf`	How good is your mobile (web) surfing?: speed index inference from encrypted traffic. SIGCOMM Posters and Demos Sarah Wassermann, Pedro Casas, Michael Seufert, Nikolas Wehner, Joshua Schüler, Tobias Hossfeld
2020	B	`conf`	Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild. CNSM Michael Seufert, Nikolas Wehner, Viktoria Wieser, Pedro Casas, Germán Capdehourat
2020	A*	`conf`	Scoring High: Analysis and Prediction of Viewer Behavior and Engagement in the Context of 2018 FIFA WC Live Streaming. ACM Multimedia Nikolas Wehner, Michael Seufert, Sebastian Egger-Lampl, Bruno Gardlo, Pedro Casas, Raimund Schatz
2020	B	`conf`	Studying the Impact of the Content Selection Method on the Video QoE on Mobile Devices. QoMEX Nikolas Wehner, Nils Mertinat, Michael Seufert, Tobias Hoßfeld
2019	J	`jnl`	A Fair Share for All: TCP-Inspired Adaptation Logic for QoE Fairness Among Heterogeneous HTTP Adaptive Video Streaming Clients. IEEE Trans. Netw. Serv. Manag. Michael Seufert, Nikolas Wehner, Pedro Casas
2019	—	`conf`	Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming. INFOCOM Workshops Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang, Kuang Li
2019	B	`conf`	Is QUIC becoming the New TCP? On the Potential Impact of a New Protocol on Networked Multimedia QoE. QoMEX Michael Seufert, Raimund Schatz, Nikolas Wehner, Bruno Gardlo, Pedro Casas
2019	Misc	`conf`	QUICker or not? -an Empirical Analysis of QUIC vs TCP for Video Streaming QoE Provisioning. ICIN Michael Seufert, Raimund Schatz, Nikolas Wehner, Pedro Casas
2019	Misc	`conf`	Stream-based Machine Learning for Real-time QoE Analysis of Encrypted Video Streaming Traffic. ICIN Michael Seufert, Pedro Casas, Nikolas Wehner, Li Gang, Kuang Li
2018	B	`conf`	A Fair Share for All: Novel Adaptation Logic for QoE Fairness of HTTP Adaptive Video Streaming. CNSM Michael Seufert, Nikolas Wehner, Pedro Casas, Florian Wamser
2018	—	`conf`	App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices. TMA Michael Seufert, Nikolas Wehner, Pedro Casas
2018	B	`conf`	Beauty is in the Eye of the Smartphone Holder A Data Driven Analysis of YouTube Mobile QoE. CNSM Nikolas Wehner, Sarah Wassermann, Pedro Casas, Michael Seufert, Florian Wamser
2018	A	`conf`	Enhancing Machine Learning Based QoE Prediction by Ensemble Models. ICDCS Pedro Casas, Michael Seufert, Nikolas Wehner, Anika Schwind, Florian Wamser
2018	J	`jnl`	Machine Learning Models for YouTube QoE and User Engagement Prediction in Smartphones. SIGMETRICS Perform. Evaluation Rev. Sarah Wassermann, Nikolas Wehner, Pedro Casas
2018	A	`conf`	Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203. ICDCS Michael Seufert, Nikolas Wehner, Pedro Casas
2018	—	`conf`	You Tube QoE Monitoring with YoMoApp: A Web-Based Data Interface for Researchers. TMA Florian Wamser, Nikolas Wehner, Michael Seufert, Pedro Casas, Phuoc Tran-Gia
2017	B	`conf`	Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp. QoMEX Michael Seufert, Nikolas Wehner, Florian Wamser, Pedro Casas, Alessandro D'Alconzo, Phuoc Tran-Gia