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2020 – today
- 2023
[c8]Jakub Buler
, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski:
Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models. MMAR 2023: 105-110- 2022
- [c7]Maria Ferlin, Zuzanna Klawikowska, Julia Niemierko, Malgorzata Grzywinska, Arkadiusz Kwasigroch, Edyta Szurowska, Michal Grochowski:
Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis. DPS 2022: 3-16 - 2021
- [j2]Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch:
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data. J. Artif. Intell. Soft Comput. Res. 11(1): 51-67 (2021) - [i2]Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek:
Waste detection in Pomerania: non-profit project for detecting waste in environment. CoRR abs/2105.06808 (2021) - 2020
- [j1]Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk:
Neural Architecture Search for Skin Lesion Classification. IEEE Access 8: 9061-9071 (2020) - [i1]Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch:
Global explanations for discovering bias in data. CoRR abs/2005.02269 (2020)
2010 – 2019
- 2019
- [c6]Arkadiusz Kwasigroch, Michal Grochowski, Mateusz Mikolajczyk:
Deep neural network architecture search using network morphism. MMAR 2019: 30-35 - 2018
- [c5]Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch:
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study. MMAR 2018: 899-904 - 2017
- [c4]Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski:
Intelligent system supporting diagnosis of malignant melanoma. KKA 2017: 828-837 - [c3]Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski:
Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study. KKA 2017: 848-856 - [c2]Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski:
Deep neural networks approach to skin lesions classification - A comparative analysis. MMAR 2017: 1069-1074 - 2016
- [c1]Arkadiusz Kwasigroch, Michal Grochowski:
Evolving neural network as a decision support system - Controller for a game of "2048" case study. MMAR 2016: 549-554
Coauthor Index
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