Arkadiusz Kwasigroch

12 papers Misc 5Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2023 Misc conf
Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models.
MMAR
Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski
2022 — conf
Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis.
DPS
Maria Ferlin, Zuzanna Klawikowska, Julia Niemierko, Malgorzata Grzywinska, Arkadiusz Kwasigroch, Edyta Szurowska, Michal Grochowski
2021 J jnl
Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data.
J. Artif. Intell. Soft Comput. Res.
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2021 J jnl
Waste detection in Pomerania: non-profit project for detecting waste in environment.
CoRR
Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek
2020 J jnl
Global explanations for discovering bias in data.
CoRR
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2020 J jnl
Neural Architecture Search for Skin Lesion Classification.
IEEE Access
Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk
2019 Misc conf
Deep neural network architecture search using network morphism.
MMAR
Arkadiusz Kwasigroch, Michal Grochowski, Mateusz Mikolajczyk
2018 Misc conf
Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study.
MMAR
Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch
2017 — conf
Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study.
KKA
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
2017 Misc conf
Deep neural networks approach to skin lesions classification - A comparative analysis.
MMAR
Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski
2017 — conf
Intelligent system supporting diagnosis of malignant melanoma.
KKA
Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski
2016 Misc conf
Evolving neural network as a decision support system - Controller for a game of "2048" case study.
MMAR
Arkadiusz Kwasigroch, Michal Grochowski