Publicaciones (13) Publicaciones de KATARZYNA WASIELEWSKA

2024

  1. Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring

    IEEE Transactions on Network and Service Management

2023

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

    Communications in Computer and Information Science

  2. Quality In / Quality Out: Data quality more relevant than model choice in anomaly detection with the UGR'16

    Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023

2022

  1. Anomaly Detection in Log Files Using Selected Natural Language Processing Methods

    Applied Sciences (Switzerland), Vol. 12, Núm. 10

  2. Dataset Quality Assessment in Autonomous Networks with Permutation Testing

    Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022

2021

  1. How to make an intrusion detection systemaware of steganographic transmission

    ACM International Conference Proceeding Series

  2. Mining social interactionsin connection traces of a campus wi-fi network

    Proceedings of the 2021 SIGCOMM 2021 Poster and Demo Sessions, Part of SIGCOMM 2021

  3. Network Tomography and Partial Least Squares for Traffic Matrix Estimation

    Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021

  4. Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection

    IEEE Access, Vol. 9, pp. 5371-5396

2019

  1. Bandwidth estimation using network calculus in practice

    International Journal of Electronics and Telecommunications, Vol. 65, Núm. 1, pp. 133-138

  2. Consideration of a general model of stochastic service curve for communication networks

    TransNav, Vol. 13, Núm. 1, pp. 159-164

2013

  1. A contribution to the system-theoretic approach to bandwidth estimation

    International Journal of Electronics and Telecommunications, Vol. 59, Núm. 2, pp. 141-149

2011

  1. Some principles of network calculus revisited

    International Journal of Electronics and Telecommunications, Vol. 57, Núm. 3, pp. 279-284