Dominik Soukup

According to our database, Dominik Soukup authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

PerQoDA: strength of association between data and labels as a measure of dataset quality in network traffic classification.

Katarzyna Wasielewska, Dominik Soukup, Tomás Cejka, Joe Carthy, José Camacho

Appl. Intell., January, 2026

2025

Drift-Based Dataset Stability Benchmark.

Dominik Soukup, Richard Plný, Daniel Vasata, Tomás Cejka

CoRR, December, 2025

2024

TCI: A system for distributed network monitoring, troubleshooting and dataset creation.

Dominik Soukup, Jaroslav Pesek, Lukás Hejcman, David Benes, Tomás Cejka

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Analysis of Statistical Distribution Changes of Input Features in Network Traffic Classification Domain.

Lukás Jancicka, Josef Koumar, Dominik Soukup, Tomás Cejka

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

MFWDD: Model-based Feature Weight Drift Detection Showcased on TLS and QUIC Traffic.

Lukás Jancicka, Dominik Soukup, Josef Koumar, Filip Nemec, Tomás Cejka

Proceedings of the 20th International Conference on Network and Service Management, 2024

2023

Machine Learning Metrics for Network Datasets Evaluation.

Dominik Soukup, Daniel Uhrícek, Daniel Vasata, Tomás Cejka

Proceedings of the ICT Systems Security and Privacy Protection, 2023

Active Learning Framework For Long-term Network Traffic Classification.

Jaroslav Pesek, Dominik Soukup, Tomás Cejka

Proceedings of the 13th IEEE Annual Computing and Communication Workshop and Conference, 2023

2022

Active Learning Framework to Automate NetworkTraffic Classification.

Jaroslav Pesek, Dominik Soukup, Tomás Cejka

CoRR, 2022

Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA.

Katarzyna Wasielewska, Dominik Soukup, Tomás Cejka, José Camacho

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

2021

Towards Evaluating Quality of Datasets for Network Traffic Domain.

Dominik Soukup, Peter Tisovcík, Karel Hynek, Tomás Cejka

Proceedings of the 17th International Conference on Network and Service Management, 2021