| Self-attentive classification-based anomaly detection in unstructured logs S Nedelkoski, J Bogatinovski, A Acker, J Cardoso, O Kao 2020 IEEE International Conference on Data Mining (ICDM), 1196-1201, 2020 | 176 | 2020 |
| Comprehensive comparative study of multi-label classification methods J Bogatinovski, L Todorovski, S Džeroski, D Kocev Expert Systems with Applications 203, 117215, 2022 | 151 | 2022 |
| Self-supervised log parsing J Bogatinovski, S Nedelkoski, A Acker, J Cardoso, O Kao Joint European Conference on Machine Learning and Knowledge Discovery in …, 2020 | 92* | 2020 |
| Microdiag: Fine-grained performance diagnosis for microservice systems L Wu, J Tordsson, J Bogatinovski, E Elmroth, O Kao 2021 IEEE/ACM International Workshop on Cloud Intelligence …, 2021 | 65 | 2021 |
| Performance diagnosis in cloud microservices using deep learning L Wu, J Bogatinovski, S Nedelkoski, J Tordsson, O Kao International Conference on Service-Oriented Computing, 85-96, 2020 | 56 | 2020 |
| Multi-source distributed system data for ai-powered analytics S Nedelkoski, J Bogatinovski, AK Mandapati, S Becker, J Cardoso, O Kao Service-Oriented and Cloud Computing: 8th IFIP WG 2.14 European Conference …, 2020 | 51 | 2020 |
| Self-supervised anomaly detection from distributed traces J Bogatinovski, S Nedelkoski, J Cardoso, O Kao 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing …, 2020 | 46 | 2020 |
| Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models J Bogatinovski, H Ott, A Acker, S Nedelkoski, O Kao 2021 IEEE/ACM International Workshop on Cloud Intelligence …, 2021 | 35 | 2021 |
| A2log: attentive augmented log anomaly detection T Wittkopp, A Acker, S Nedelkoski, J Bogatinovski, D Scheinert, W Fan, ... arXiv preprint arXiv:2109.09537, 2021 | 34 | 2021 |
| Multi-source anomaly detection in distributed it systems J Bogatinovski, S Nedelkoski International Conference on Service-Oriented Computing, 201-213, 2020 | 21 | 2020 |
| Artificial intelligence for it operations (aiops) workshop white paper J Bogatinovski, S Nedelkoski, A Acker, F Schmidt, T Wittkopp, S Becker, ... arXiv preprint arXiv:2101.06054, 2021 | 18 | 2021 |
| Failure identification from unstable log data using deep learning J Bogatinovski, S Nedelkoski, L Wu, J Cardoso, O Kao 2022 22nd IEEE International Symposium on Cluster, Cloud and Internet …, 2022 | 10 | 2022 |
| Less is more: Selecting the right benchmarking set of data for time series classification T Eftimov, G Petelin, G Cenikj, A Kostovska, G Ispirova, P Korošec, ... Expert Systems with Applications, 10.1016/j.eswa.2022.116871, 2022 | 10 | 2022 |
| Leveraging log instructions in log-based anomaly detection J Bogatinovski, G Madjarov, S Nedelkoski, J Cardoso, O Kao 2022 IEEE International Conference on Services Computing (SCC), 321-326, 2022 | 9 | 2022 |
| Explaining the performance of multilabel classification methods with data set properties J Bogatinovski, L Todorovski, S Džeroski, D Kocev International Journal of Intelligent Systems, 10.1002/int.22835, 2022 | 8 | 2022 |
| Feature extraction for heartbeat classification in single-lead ECG J Bogatinovski, D Kocev, A Rashkovska 2019 42nd International Convention on Information and Communication …, 2019 | 7 | 2019 |
| Qulog: Data-driven approach for log instruction quality assessment J Bogatinovski, S Nedelkoski, A Acker, J Cardoso, O Kao Proceedings of the 30th IEEE/ACM International Conference on Program …, 2022 | 6 | 2022 |
| A catalogue with semantic annotations makes multilabel datasets FAIR J Bogatinovski, A Kostovska, S Džeroski, D Kocev, P Panov Scientific Reports 12 (1), 1-11, 2022 | 6* | 2022 |
| Auto-logging: AI-centred logging instrumentation J Bogatinovski, O Kao 2023 IEEE/ACM 45th International Conference on Software Engineering: New …, 2023 | 5 | 2023 |
| First ce matters: On the importance of long term properties on memory failure prediction J Bogatinovski, O Kao, Q Yu, J Cardoso 2022 IEEE International Conference on Big Data (Big Data), 4733-4736, 2022 | 4 | 2022 |
Odej KaoProfessor of Computer Science, TU BerlinEmail được xác minh tại tu-berlin.de