Alicja Gosiewska

17 papers Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Seeking a Sufficient Data Volume for Railway Infrastructure Component Detection with Computer Vision Models. Sensors Alicja Gosiewska, Zuzanna Baran, Monika Baran, Tomasz Rutkowski
2022	—	`conf`	Interpretable Meta-Score for Model Performance: Extended Abstract. Meta-Knowledge Transfer @ ECML/PKDD Alicja Gosiewska, Katarzyna Woznica, Przemyslaw Biecek
2022	J	`jnl`	Interpretable meta-score for model performance. Nat. Mac. Intell. Alicja Gosiewska, Katarzyna Woznica, Przemyslaw Biecek
2022	J	`jnl`	Transparency, auditability, and explainability of machine learning models in credit scoring. J. Oper. Res. Soc. Michael Bücker, Gero Szepannek, Alicja Gosiewska, Przemyslaw Biecek
2021	J	`jnl`	Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models. CoRR Przemyslaw Biecek, Marcin Chlebus, Janusz Gajda, Alicja Gosiewska, Anna Kozak, Dominik Ogonowski, Jakub Sztachelski, Piotr Wojewnik
2021	J	`jnl`	Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering. Decis. Support Syst. Alicja Gosiewska, Anna Kozak, Przemyslaw Biecek
2020	J	`jnl`	Interpretable Meta-Measure for Model Performance. CoRR Alicja Gosiewska, Katarzyna Woznica, Przemyslaw Biecek
2020	J	`jnl`	Landscape of R packages for eXplainable Artificial Intelligence. CoRR Szymon Maksymiuk, Alicja Gosiewska, Przemyslaw Biecek
2020	J	`jnl`	Lifting Interpretability-Performance Trade-off via Automated Feature Engineering. CoRR Alicja Gosiewska, Przemyslaw Biecek
2020	J	`jnl`	Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring. CoRR Michael Bücker, Gero Szepannek, Alicja Gosiewska, Przemyslaw Biecek
2019	J	`jnl`	EPP: interpretable score of model predictive power. CoRR Alicja Gosiewska, Mateusz Bakala, Katarzyna Woznica, Maciej Zwolinski, Przemyslaw Biecek
2019	—	`conf`	Models in the Wild: On Corruption Robustness of Neural NLP Systems. ICONIP (3) Barbara Rychalska, Dominika Basaj, Alicja Gosiewska, Przemyslaw Biecek
2019	J	`jnl`	SAFE ML: Surrogate Assisted Feature Extraction for Model Learning. CoRR Alicja Gosiewska, Aleksandra Gacek, Piotr Lubon, Przemyslaw Biecek
2019	J	`jnl`	auditor: an R Package for Model-Agnostic Visual Validation and Diagnostics. R J. Alicja Gosiewska, Przemyslaw Biecek
2019	J	`jnl`	iBreakDown: Uncertainty of Model Explanations for Non-additive Predictive Models. CoRR Alicja Gosiewska, Przemyslaw Biecek
2018	J	`jnl`	auditor: an R Package for Model-Agnostic Visual Validation and Diagnostic. CoRR Alicja Gosiewska, Przemyslaw Biecek
2018	J	`jnl`	survxai: an R package for structure-agnostic explanations of survival models. J. Open Source Softw. Aleksandra Grudziaz, Alicja Gosiewska, Przemyslaw Biecek