Publications

Publications

Conference papers

Camacho, J., Wasielewska, K., Campos P. E., Fuentes M., Quality In / Quality Out: Data quality more relevant than model choice in anomaly detection with the UGR’16, IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), Miami, USA. open access

Wasielewska, K., Soukup D., Cejka T., Camacho J., Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA, 4th Workshop on Machine Learning for Cybersecurity (MLCS), European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Grenoble (France), 2022. open access

Camacho, J., Wasielewska, K., Čejka, T., Soukup, D., Dataset Quality Assessment in Autonomous Networks with Permutation Testing. PESW 2022, Horoměřice (Czech Republic), 2022.

Camacho, J., Wasielewska, K., Dataset Quality Assessment in Autonomous Networks with Permutation Testing. IEEE/IFIP Network Operations and Management Symposium (NOMS), 7th International Workshop on Analytics for Network and. Service Management (AnNet), Budapest (Hungary), 2022. open access

Mañas-Martinez, E., Cabrera, E., Wasielewska, K., Kotz, D., Camacho, J., Mining Social Interactions in Connection Traces of a Campus Wi-Fi Network. Poster. ACM SIGCOMM, 2021. open access

Cuberos, F., Herrera, I., Wasielewska, K., Camacho, J., Network Tomography and Partial Least Squares for Traffic Matrix Estimation. 17th International Conference on Network and Service Management (CNSM), 2021. open access

Journal papers

Camacho, J., Wasielewska, K., Bro, R., Kotz, D., Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring, IEEE Transactions on Network and Service Management (TNSM), 2024 (preprint, arXiV, open access, 2023)

Wasielewska, K., Soukup D., Cejka T., Camacho J., PerQoDA: Dataset Quality Assessment with Permutation Testing in Networking (under journal review). (preprint, TechRxiv, open access, 2022)