Koumar, Josef

1. CESNET-TimeSeries24: Time Series Dataset for Network Traffic Anomaly Detection and Forecasting
   2024/09/27 by Koumar, Josef, Hynek, Karel, Čejka, Tomáš +1 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. When Simple Model Just Works: Is Network Traffic Classification in Crisis?
   2025/06/10 by Kamil Jeřábek, Jerabek, Kamil, Jan Luxemburk +9 · 1 citation
   Computer Science · Social Sciences · #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection #Legal and Policy Issues
3. NetTiSA: Extended IP Flow with Time-series Features for Universal Bandwidth-constrained High-speed Network Traffic Classification
   2023/10/09 by Josef Koumar, Koumar, Josef, Karel Hynek +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
4. Comparative Analysis of Deep Learning Models for Real-World ISP Network Traffic Forecasting
   2025/03/20 by Koumar, Josef, Smoleň, Timotej, Jeřábek, Kamil +1 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)