Andrzej Janusz
Uniwersytet Warszawski
H-index: 20
Europe-Poland
Top articles of Andrzej Janusz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards ML Explainability with Rough Sets, Clustering, and Dimensionality Reduction | Marek Grzegorowski Andrzej Janusz Grzegorz Śliwa Łukasz Marcinowski Andrzej Skowron | 2023/10/5 | |
Robust Assignment of Labels for Active Learning with Sparse and Noisy Annotations | arXiv preprint arXiv:2307.14380 | Daniel Kałuża Andrzej Janusz Dominik Ślęzak | 2023/7/25 |
On Several New Dempster-Shafer-Inspired Uncertainty Measures Applicable for Active Learning | Daniel Kałuża Andrzej Janusz Dominik Ślęzak | 2023/10/5 | |
Predicting Frags in Tactic Games at KnowledgePit. ai: ICME 2023 Grand Challenge Report | Andrzej Janusz Dominik Ślęzak | 2023/7/10 | |
A practical study of methods for deriving insightful attribute importance rankings using decision bireducts | Information Sciences | Andrzej Janusz Dominik Ślęzak Sebastian Stawicki Krzysztof Stencel | 2023/10/1 |
Brightbox—a rough set based technology for diagnosing mistakes of machine learning models | Applied Soft Computing | Andrzej Janusz Andżelika Zalewska Łukasz Wawrowski Piotr Biczyk Jan Ludziejewski | 2023/7/1 |
Cybersecurity threat detection in the behavior of IoT devices: analysis of data mining competition results | Annals of Computer Science and Information Systems | Michał Czerwiński Marcin Michalak Piotr Biczyk Błażej Adamczyk Daniel Iwanicki | 2023/10 |
IEEE BigData Cup 2023 Report: Object Recognition with Muon Tomography Using Cosmic Rays | Mateusz Wnuk Jan Dziuba Andrzej Janusz Dominik Ślęzak | 2023/12/15 | |
Reducts in Rough Sets: Algorithmic Insights, Open Source Libraries and Applications (Tutorial-Extended Abstract) | Andrzej Janusz Sebastian Stawicki | 2023/9/17 | |
Learning multimodal entity representations and their ensembles, with applications in a data-driven advisory framework for video game players | Information Sciences | Andrzej Janusz Daniel Kałuża Maciej Matraszek Łukasz Grad Maciej Świechowski | 2022/12/1 |
Data-driven resilient supply management supported by demand forecasting | Marek Grzegorowski Andrzej Janusz Jarosław Litwin Łukasz Marcinowski | 2022/11/24 | |
Predicting the costs of forwarding contracts: Analysis of data mining competition results | Andrzej Janusz Antoni Jamiołkowski Michał Okulewicz | 2022/9 | |
IEEE bigdata cup 2022 report privacy-preserving matching of encrypted images | Marcin Szczuka Andrzej Janusz Bogusław Cyganek Jakub Grabek Łukasz Przebinda | 2022/12/17 | |
KnowledgePit meets BrightBox: A step toward insightful investigation of the results of data science competitions | Andrzej Janusz Dominik Ślęzak | 2022/9/4 | |
EVEAL-Expected Variance Estimation for Active Learning | Daniel Kałuża Andrzej Janusz Dominik Ślęzak | 2022/12/17 | |
Prescriptive analytics for optimization of FMCG delivery plans | Marek Grzegorowski Andrzej Janusz Stanisław Łażewski Maciej Świechowski Monika Jankowska | 2022/7/4 | |
Predicting victories in video games-ieee bigdata 2021 cup report | Maciej Matraszek Andrzej Janusz Maciej Świechowski Dominik Ślęzak | 2021/12/15 | |
Schema matching using Gaussian mixture models with Wasserstein distance | arXiv preprint arXiv:2111.14244 | Mateusz Przyborowski Mateusz Pabiś Andrzej Janusz Dominik Ślęzak | 2021/11/28 |
Cost optimization for big data workloads based on dynamic scheduling and cluster-size tuning | Big Data Research | Marek Grzegorowski Eftim Zdravevski Andrzej Janusz Petre Lameski Cas Apanowicz | 2021/7/15 |
Selected aspects of interactive feature extraction | Marek Grzegorowski | 2023 |
Co-Authors
