Alexis Huet

According to our database, Alexis Huet authored at least 20 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly Detection.

Lanfang Kong, Alexis Huet, Dario Rossi, Mauro Sozio

Proceedings of the IEEE International Conference on Data Mining, 2023

Change Point Detection in WLANs with Random AP Forests.

Alexis Huet, Jonatan Krolikowski, José Manuel Navarro, Fuxing Chen, Dario Rossi

Proceedings of the Companion of the 19th International Conference on emerging Networking EXperiments and Technologies, 2023

Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection.

José Manuel Navarro, Alexis Huet, Dario Rossi

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

Rare Yet Popular: Evidence and Implications from Labeled Datasets for Network Anomaly Detection.

José Manuel Navarro, Alexis Huet, Dario Rossi

CoRR, 2022

Human readable network troubleshooting based on anomaly detection and feature scoring.

José Manuel Navarro, Alexis Huet, Dario Rossi

Comput. Networks, 2022

Local Evaluation of Time Series Anomaly Detection Algorithms.

Alexis Huet, José Manuel Navarro, Dario Rossi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams.

Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, José Manuel Navarro, Dario Rossi, Mauro Sozio

Proceedings of the 19th IEEE/ACS International Conference on Computer Systems and Applications, 2022

2021

Deployable Models for Approximating Web QoE Metrics From Encrypted Traffic.

Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi

IEEE Trans. Netw. Serv. Manag., 2021

2020

Revealing QoE of Web Users from Encrypted Network Traffic.

Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi

Proceedings of the 2020 IFIP Networking Conference, 2020

Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic.

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

Proceedings of the 16th International Conference on Network and Service Management, 2020

Detecting Degradation of Web Browsing Quality of Experience.

Alexis Huet, Zied Ben-Houidi, Bertrand Mathieu, Dario Rossi

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

Web Quality of Experience from Encrypted Packets.

Alexis Huet, Zied Ben-Houidi, Shengming Cai, Hao Shi, Jinchun Xu, Dario Rossi

Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019

Demo Abstract: Explaining Web users' QoE with Factorization Machines.

Alexis Huet, Dario Rossi

Proceedings of the IEEE INFOCOM 2019, 2019

2018

An Adaptive WKNN Outdoor Location Methodology Based on OTT and MR Data.

Shanshan Xu, Alexis Huet, Jibin Wang, Jian Yu

Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

Coverage and Capacity Optimization for 4G LTE Networks Using Differential Evolution.

Yanyun Cheng, Alexis Huet, Hui Xu, Xingxiu Yan

Proceedings of the 5th IEEE International Conference on Cloud Computing and Intelligence Systems, 2018

Mining Over Air: Wireless Communication Networks Analytics

Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Zhongyuan Li

Springer, ISBN: 978-3-319-92311-6, 2018

2016

Latent Clustering Models for Outlier Identification in Telecom Data.

Ye Ouyang, Alexis Huet, J. P. Shim, Mantian Mandy Hu

Mob. Inf. Syst., 2016

Identifying Dissatisfied 4G Customers from Network Indicators: A Comparison between Complaint and Survey Data.

Alexis Huet, Ye Ouyang, Mantian Mandy Hu, Xinling Dai

Int. J. Interdiscip. Telecommun. Netw., 2016

Mining of leaders in mobile telecom social networks.

Ye Ouyang, Mantian Mandy Hu, Alexis Huet, Xingshuai Sun

Proceedings of the 2016 Wireless Telecommunications Symposium, 2016

Predicting 4G adoption with apache spark: A field experiment.

Ye Ouyang, Lulu Shi, Alexis Huet, Mantian Mandy Hu, Xinling Dai

Proceedings of the 16th International Symposium on Communications and Information Technologies, 2016