| 2026 | ICCS | Interpretable Gravitation-Based Outlier Detection via Density-Guided Mass Adaptation. | Agnieszka Duraj, Piotr S. Szczepaniak, Daria Rogowska |
| 2025 | ICCS | Detecting Potential HIV Inhibitors Using the Cross Siamese Network. | Konrad Witkowski, Agnieszka Duraj, Piotr S. Szczepaniak |
| 2024 | ICCCI | Outlier Detection in Human Activity Recognition Systems. | Agnieszka Duraj, Daniel Duczyminski |
| 2024 | KES | Molecular fingerprints: application and techniques. | Konrad Witkowski, Agnieszka Duraj, Piotr S. Szczepaniak |
| 2023 | KES | Extending LUNAR method with COF chaining distances. | Wojciech Mosinski, Agnieszka Duraj |
| 2023 | KES | Detection of outliers in ECG signal. | Maciej Socha, Agnieszka Duraj, Piotr S. Szczepaniak |
| 2022 | KES | Detection of outlier information using linguistically quantified statements - the state of the art. | Agnieszka Duraj, Piotr S. Szczepaniak |
| 2022 | KES | Evaluation of Deep Machine Learning Methods for Analysis of ECG Stream Data. | Marcin Jaworski, Agnieszka Duraj, Piotr S. Szczepaniak |
| 2021 | ICCS | Linguistic Summaries Using Interval-Valued Fuzzy Representation of Imprecise Information - An Innovative Tool for Detecting Outliers. | Agnieszka Duraj, Piotr S. Szczepaniak |
| 2021 | KES | Outlier Detection in Data Streams - A Comparative Study of Selected Methods. | Agnieszka Duraj, Piotr S. Szczepaniak |
| 2020 | IPMU | Intelligent Detection of Information Outliers Using Linguistic Summaries with Non-monotonic Quantifiers. | Agnieszka Duraj, Piotr S. Szczepaniak, Lukasz Chomatek |
| 2017 | INISTA | Multiobjective genetic algorithm for outliers detection. | Lukasz Chomatek, Agnieszka Duraj |
| 2017 | INISTA | Outlier detection in medical data using linguistic summaries. | Agnieszka Duraj |
| 2015 | FQAS | Detection of Outlier Information Using Linguistic Summarization. | Agnieszka Duraj, Piotr S. Szczepaniak, Joanna Ochelska-Mierzejewska |